International Publications



2024

[C269] Jaeha Kim, Junghun Oh, and Kyoung Mu Lee, "Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C268] Mohsen Yavartanoo*, Sangmin Hong*, Reyhaneh Neshatavar*, and Kyoung Mu Lee, "CNC-Net: Self-Supervised Learning for CNC Machining Operations," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C267] Cheeun Hong and Kyoung Mu Lee, "AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C266] Hyeongjin Nam*, Daniel Sungho Jung*, Gyeongsik Moon, and Kyoung Mu Lee, "Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C265] Donghun Ryou, Inju Ha, Hyewon Yoo, Dongwan Kim, and Bohyung Han, "Robust Image Denoising through Adversarial Frequency Mixup," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C264] Geeho Kim*, Jinkyu Kim*, and Bohyung Han, "Communication-Efficient Federated Learning with Accelerated Client Gradient," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C263] Junoh Kang*, Jinyoung Choi*, Sungik Choi, and Bohyung Han, "Observation-Guided Diffusion Probabilistic Models," Proc. Computer Vision and Pattern Recognition (CVPR), 2024.

[C262] Seonguk Seo*, Jinkyu Kim*, Geeho Kim*, and Bohyung Han, "Relaxed Contrastive Learning for Federated Learning," Proc. Computer Vision and Pattern Recognition (CVPR), 2024. [arXiv]

[C261] Taehoon Kim, Jaeyoo Park, and Bohyung Han, "Cross-Class Feature Augmentation for Class Incremental Learning," Association for the Advancement of Artificial Intelligence (AAAI), 2024.

[C260] Taehoon Kim and Bohyung Han, "Randomized Adversarial Style Perturbations for Domain Generalization," Winter Conference on Applications of Computer Vision (WACV), 2024.

[C259] Reyhaneh Neshatavar*, Mohsen Yavartanoo*, Sanghyun Son, and Kyoung Mu Lee, "ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution," Winter Conference on Applications of Computer Vision (WACV), 2024.



2023

[J73] Jonathan Samuel Lumentut and Kyoung Mu Lee, "3DHR-Co: A Collaborative Test-Time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task," IEEE Access , 2023. [PDF]

[J72] Joonkyu Park, Cheeun Hong, Sungyong Baik, and Kyoung Mu Lee, "CoLaNet: Adaptive Context and Latent Information Blending for Face Image Inpainting," IEEE Signal Processing Letters (SPL), Dec. 2023 [PDF]

[C258] Hyunsoo Lee*, Minsoo Kang*, and Bohyung Han, "Conditional Score Guidance for Text-Driven Image-to-Image Translation," Advances in Neural Information Processing Systems (NeurIPS), 2023.

[C257] Tackgeun You, Jungtaek Kim, Mijeong Kim, and Bohyung Han, "Generative Neural Fields by Mixtures of Neural Implicit Functions," Advances in Neural Information Processing Systems (NeurIPS), 2023.

[C256] Zunzhi You, Daochang Liu, Bohyung Han, and Chang Xu, "Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense," Advances in Neural Information Processing Systems (NeurIPS), 2023.

[J71] Euyoung Kim, Soochahn Lee, and Kyoung Mu Lee, "Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation," IEEE Access , 2023. [PDF]

[C255] Joonkyu Park*, Daniel Sungho Jung*, Gyeongsik Moon*, and Kyoung Mu Lee, "Extract-and-Adaptation Network for 3D Interacting Hand Mesh Recovery," Proc. International Conference on Computer Vision Workshops (ICCVW), 2023. (ORAL presentation) [PDF]

[C254] Dongwoo Lee, Jeongtaek Oh, Jaesung Rim, Sunghyun Cho, and Kyoung Mu Lee, "ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images," Proc. International Conference on Computer Vision (ICCV), 2023. [PDF]

[C253] Hyeongjin Nam, Daniel Sungho Jung, Yeonguk Oh, and Kyoung Mu Lee, "Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction," Proc. International Conference on Computer Vision (ICCV), 2023. [PDF]

[C252] Taeryung Lee, Yeonguk Oh, and Kyoung Mu Lee, "Human Part-wise 3D Motion Context Learning for Sign Language Recognition," Proc. International Conference on Computer Vision (ICCV), 2023. [PDF]

[C251] Joonkyu Park, Sanghyun Son, and Kyoung Mu Lee, "Content-Aware Local GAN for Photo-Realistic Super-Resolution," Proc. International Conference on Computer Vision (ICCV), 2023. [PDF]

[J70] Dongwoo Lee and Kyoung Mu Lee, "Dense Depth-Guided Generalizable NeRF," IEEE Signal Processing Letters (SPL), Jan. 2023. [PDF]

[C250] Sangmin Hong*, Mohsen Yavartanoo*, Reyhaneh Neshatavar, and Kyoung Mu Lee, "ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud Completion," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF]

[C249] Yeonguk Oh*, Joonkyu Park*, Jaeha Kim*, Gyeongsik Moon, and Kyoung Mu Lee, "Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF]

[C248] Dongwan Kim and Bohyung Han, "On the Stability-Plasticity Dilemma of Class-Incremental Learning," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF] [arXiv]

[C247] Jaeyoo Park and Bohyung Han, "Multi-Modal Representation Learning with Text-Driven Soft Masks," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF] [arXiv]

[C246] Geeho Kim, Junoh Kang, and Bohyung Han, "Open-Set Representation Learning through Combinatorial Embedding," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF] [arXiv]

[C245] Minsoo Kang, Doyup Lee, Jiseob Kim, Saehoon Kim, and Bohyung Han, "Variational Distribution Learning for Unsupervised Text-to-Image Generation," Proc. Computer Vision and Pattern Recognition (CVPR), 2023. [PDF] [arXiv]

[C244] Heewon Kim and Kyoung Mu Lee, "NERDS: A General Framework to Train Camera Denoisers from Raw-RGB Noisy Image Pairs," International Conference on Learning Representations (ICLR), 2023. [PDF]

[C243] Hongsuk Choi*, Hyeongjin Nam*, Taeryung Lee, Gyeongsik Moon, Kyoung Mu Lee, "Empirical Study of Pre-training a Backbone for 3D Human Pose and Shape Estimation," International Conference on Learning Representations (ICLR), 2023. [PDF]

[C242] Taeryung Lee*, Gyeongsik Moon*, and Kyoung Mu Lee, "Long-Term 3D Human Motion Generation from Multiple Action Labels," AAAI Conference on Artificial Intelligence, 2023. (ORAL presentation) [arXiv] [PDF]

[C241] Jonghyeon Seon, Jaedong Hwang, Jonghwan Mun and Bohyung Han, "Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition," Winter Conference on Applications of Computer Vision (WACV), 2023. [PDF]



2022

[J69] Heewon Kim, Seokil Hong, Bohyung Han, Heesoo Myeong, and Kyoung Mu Lee, "Fine-Grained Neural Architecture Search for Image Super-Resolution," Journal of Visual Communication and Image Representation (JVCI), 2022. [arXiv]

[C240] Jinyoung Choi and Bohyung Han, "MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators," Advances in Neural Information Processing Systems (NeurIPS), 2022. [PDF]

[C239] Minsoo Kang, Hyewon Yoo, Eunhee Kang, Sehwan Ki, Hyong-Euk Lee, and Bohyung Han, "Information-Theoretic Generative Model Compression with Variational Energy-based Model," Advances in Neural Information Processing Systems (NeurIPS), 2022. [PDF]

[C238] Tackgeun You, Saehoon Kim, Chiheon Kim, Doyup Lee, and Bohyung Han, "Locally Hierarchical Auto-Regressive Modeling for Image Generation," Advances in Neural Information Processing Systems (NeurIPS), 2022. [PDF]

[C237] Cheeun Hong, Sungyong Baik, Heewon Kim, Seungjun Nah, and Kyoung Mu Lee, "CADyQ: Content-Aware Dynamic Quantization for Image Super Resolution," Proc. European Conference on Computer Vision (ECCV), 2022. [PDF] [arXiv] [code]

[C236] Gyeongsik Moon*, Hyeongjin Nam*, Takaaki Shiratori, and Kyoung Mu Lee, "3D Clothed Human Reconstruction in the Wild," Proc. European Conference on Computer Vision (ECCV), 2022. [PDF]

[C235] Minji Kim*, Seungkwan Lee*, Jungseul Ok, Bohyung Han, and Minsu Cho, "Towards Sequence-Level Training for Visual Tracking," Proc. European Conference on Computer Vision (ECCV), 2022. [PDF] [arXiv] [code]

[C234] Dongwan Kim, Yi-Hsuan Tsai, Yumin Suh, Masoud Faraki, Sparsh Garg, Manmohan Chandraker, and Bohyung Han, "Learning Semantic Segmentation from Multiple Datasets with Label Shifts," Proc. European Conference on Computer Vision (ECCV), 2022. [PDF] [arXiv]

[C233] Jinkyu Kim*, Geeho Kim*, and Bohyung Han, "Multi-Level Branched Regularization for Federated Learning," Proc. International Conference on Machine Learning (ICML), 2022. [PDF]

[C232] Ilchae Jung, Minji Kim, Eunhyeok Park, and Bohyung Han, "Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking," Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2022. [PDF] [arXiv]

[C231] Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, and Kyoung Mu Lee, "Attentive Fine-Grained Structured Sparsity for Image Restoration," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C230] Hongsuk Choi, Gyeongsik Moon, JoonKyu Park, and Kyoung Mu Lee, "Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C229] Wooseok Lee, Sanghyun Son, and Kyoung Mu Lee, "AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C228] Joonkyu Park*, Yeonguk Oh*, Gyeongsik Moon*, Hongsuk Choi, and Kyoung Mu Lee, "HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF] [Supplementary Material] [code]

[C227] Reyhaneh Neshatavar*, Mohsen Yavartanoo*, Sanghyun Son, and Kyoung Mu Lee, "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF] [Supplementary Material] [code] [Video]

[C226] Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, and Bohyung Han, "Pooling Revisited: Your Receptive Field is Sub-optimal," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF] [arXiv]

[C225] Minsoo Kang, Jaeyoo Park, and Bohyung Han, "Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C224] Seonguk Seo, Joon-Young Lee, and Bohyung Han, "Unsupervised Learning of Debiased Representations with Pseudo-Attributes," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C223] Mijeong Kim, Seonguk Seo, and Bohyung Han, "InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C222] Minsu Ko*, Eunju Cha*, Sungjoo Suh, Huijin Lee, Jae-Joon Han, Jinwoo Shin, and Bohyung Han, "Self-Supervised Dense Consistency Regularization for Image-to-Image Translation," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF]

[C221] Seungjun Nah, Sanghyun Son, Jaerin Lee, and Kyoung Mu Lee, "Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring," International Conference on Learning Representations (ICLR), 2022. [PDF] [Supplementary Material] [Video]

[C220] Seonguk Seo, Joon-Young Lee, and Bohyung Han, "Information-Theoretic Bias Reduction via Causal View of Spurious Correlation," AAAI Conference on Artificial Intelligence, 2022. [PDF]

[C219] Cheeun Hong*, Heewon Kim*, Sungyong Baik, Junghun Oh, and Kyoung Mu Lee, "DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks," Winter Conference on Applications of Computer Vision (WACV), 2022. [PDF]

[C218] Junghun Oh, Heewon Kim, Sungyong Baik, Cheeun Hong, and Kyoung Mu Lee, "Batch Normalization Tells You Which Filter is Important," Winter Conference on Applications of Computer Vision (WACV), 2022. [PDF]



2021

[J68] Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, and Kyoung Mu Lee, "Test-Time Adaptation for Video Frame Interpolation via Meta-Learning," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted. [PDF] [code]

[C217] Mohsen Yavartanoo, Shih-Hsuan Hung, Reyhaneh Neshatavar, Yue Zhang, and Kyoung Mu Lee, "PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation," International Conference on 3D Vision (3DV), 2021. [Project Page] [arXiv] [PDF] [code]

[C216] Joonkyu Park, Seungjun Nah, and Kyoung Mu Lee, "Recurrence-in-Recurrence Networks for Video Deblurring," Proc. British Machine Vision Conference (BMVC), 2021. [PDF] [Supplementary material] [Video]

[C215] Dae Young Park, Moon-Hyun Cha, Changwook Jeong, Daesin Kim, and Bohyung Han, "Learning Student-Friendly Teacher Networks for Knowledge Distillation," Advances in Neural Information Processing Systems (NeurIPS), 2021. [PDF]

[C214] Sanghyeok Chu, Dongwan Kim, and Bohyung Han, "Learning Debiased and Disentangled Representations for Semantic Segmentation," Advances in Neural Information Processing Systems (NeurIPS), 2021. [PDF]

[J67] Sanghyun Son*, Jaeha Kim*, Wei-Sheng Lai, Ming-Hsuan Yang, and Kyoung Mu Lee, "Toward Real-World Super-Resolution via Adaptive Downsampling Models," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted. [PDF] [Supplementary material]

[C213] Myungseo Song, Jinyoung Choi, and Bohyung Han, "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF]

[C212] Sungyong Baik, Janghoon Choi, Heewon Kim, Dohee Cho, Jaesik Min, and Kyoung Mu Lee, "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning," Proc. International Conference on Computer Vision (ICCV), 2021. (ORAL presentation) [PDF] [arXiv] [Supplementary material] [code]

[C211] Myungsub Choi, Suyoung Lee, Heewon Kim, and Kyoung Mu Lee, "Motion-Aware Dynamic Architecture for Efficient Frame Interpolation," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF]

[C210] Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, and Kyoung Mu Lee, "Searching for Controllable Image Restoration Networks," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF] [arXiv]

[C209] Geonwoon Jang*, Wooseok Lee*, Sanghyun Son, and Kyoungmu Lee, "C2N: Practical Generative Noise Modeling for Real-World Denoising," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF]

[C208] Mohsen Yavartanoo*, Jaeyoung Chung*, Reyhaneh Neshatavar, and Kyoung Mu Lee, "3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces," Proc. International Conference on Computer Vision (ICCV), 2021. [Project Page] [arXiv] [PDF] [code]

[C207] Jaeyoo Park, Minsoo Kang, and Bohyung Han, "Class-Incremental Learning for Action Recognition in Videos," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF]

[J66] Sungyong Baik, Junghoon Oh, Seokil Hong, and Kyoung Mu Lee, "Learning to Forget for Meta-Learning via Task-and-Layer-Wise Attenuation," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted. [PDF] [Supplementary material] [code]

[C206] Jaerin Lee, and Kyoung Mu Lee, "Structure-Resonant Discriminator for Image Super-Resolution," Proc. of Int'l Conf. on Multimedia and Exposition (ICME), 2021. [PDF]

[arXiv] Seungjun Nah, Sanghyun Son, Jaerin Lee, and Kyoung Mu Lee, "Clean Images are Hard to Reblur: A New Clue for Deblurring," arXiv preprint arXiv:2104.12665, 2021. [arXiv]

[J65] Hwaseong Ryu, Seung Yeon Shin, Jae Young Lee, Kyoung Mu Lee, Hyo-jin Kang, and Jonghyon Yi, "Joint segmentation and classification of hepatic lesions in ultrasound images using deep learning," European Radiology, 2021. [PDF]

[C205] Andrey Ignatov, Andres Romero, Heewon Kim, and Radu Timofte, "Real-time video super-resolution on smartphones with deep learning, mobile ai 2021 challenge: Report," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF]

[C204] Seungjun Nah, Sanghyun Son, Suyoung Lee, Radu Timofte, Kyoung Mu Lee, "NTIRE 2021 challenge on image deblurring," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF]

[C203] Sanghyun Son, Suyoung Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee, "NTIRE 2021 challenge on video super-resolution," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF]

[J64] Seung Yeon Shin, Soochahn Lee, Il Dong Yun, and Kyoung Mu Lee, "Topology-Aware Retinal Artery–Vein Classification via Deep Vascular Connectivity Prediction," Applied Sciences, 2021. [PDF]

[C202] Gyeongsik Moon*, Heeseung Kwon*, Kyoung Mu Lee, and Minsu Cho, "IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. (ORAL presentation) [PDF] [arXiv] [code]

[C201] Jaehyoung Yoo, Dongwook Lee, Changyong Son, Sangil Jung, ByungIn Yoo, Changkyu Choi, Jae-Joon Han, and Bohyung Han, "RaSNet: Learning Tiny Models by Raster-Scanning Images," Proc. Computer Vision and Pattern Recognition (CVPR), 2021. [PDF]

[C200] Sanghyun Son and Kyoung Mu Lee, "SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation," Proc. Computer Vision and Pattern Recognition (CVPR), 2021. [PDF] [arXiv]

[C199] Hongsuk Choi, Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee, "Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video," Proc. Computer Vision and Pattern Recognition (CVPR), 2021. [PDF] [arXiv] [Video]

[C198] Seungmin Lee*, Dongwan Kim*, Bohyung Han, "CoSMo: Content-Style Modulation for Image Retrieval with Text Feedback," Proc. Computer Vision and Pattern Recognition (CVPR), 2021. [PDF]

[C197] Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, and Bohyung Han, "Exemplar-Based Open-Set Panoptic Segmentation Network," Proc. Computer Vision and Pattern Recognition (CVPR), 2021. [PDF] [arXiv] [Project Page] [code] [Video]

[C196] Jaedong Hwang*, Seohyun Kim*, Jeany Son, and Bohyung Han, "Weakly Supervised Instance Segmentation by Community Learning," Winter Conference on Applications of Computer Vision (WACV), 2021. [PDF] [arXiv] [Project Page]

[C195] Suyoung Lee*, Myungsub Choi*, and Kyoung Mu Lee, "DynaVSR: Dynamic Adaptive Blind Video Super-Resolution," Winter Conference on Applications of Computer Vision (WACV), 2021. [PDF]



2020

[C194] Seohyun Kim, Jaeyoo Park, and Bohyung Han, "Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud," Advances in Neural Information Processing Systems (NeurIPS), 2020. [PDF]

[C193] Sungyong Baik, Myungsub Choi, Janghoon Choi, Heewon Kim, and Kyoung Mu Lee, "Meta-Learning with Adaptive Hyperparameters," Advances in Neural Information Processing Systems (NeurIPS), 2020. [PDF] [arXiv] [code]

[arXiv] Gyeongsik Moon, and Kyoung Mu Lee, "NeuralAnnot: Neural Annotator for in-the-wild Expressive 3D Human Pose and Mesh Training Sets," arXiv preprint arXiv:2011.11232, 2020. [arXiv]

[arXiv] Gyeongsik Moon, and Kyoung Mu Lee, "Pose2Pose: 3D Positional Pose-Guided 3D Rotational Pose Prediction for Expressive 3D Human Pose and Mesh Estimation," arXiv preprint arXiv:2011.11534, 2020. [arXiv]

[J63] Gwangmo Song and Kyoung Mu Lee, "Bi-directional Seed Attention Network for Interactive Image Segmentation," IEEE Signal Processing Letters (SPL), accepted. [PDF]

[C192] Jaeyoo Park*, Junha Kim*, and Bohyung Han, "Learning to Adapt to Unseen Abnormal Activities under Weak Supervision", Proc. Asian Conference on Computer Vision (ACCV), 2020. [PDF]

[C191] Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee, "Visual Tracking by TridentAlign and Context Embedding," Proc. Asian Conference on Computer Vision (ACCV), 2020. [PDF] [arXiv]

[C190] Gwangmo Song, Yumee Kim, Kukjin Chun, and Kyoung Mu Lee, "Multi Image Depth from Defocus Network with Boundary Cue for Dual Aperture Camera," Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020. [PDF]

[C189] Heung-Chang Lee, Do-Guk Kim, and Bohyung Han, "Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling," Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020. [PDF]

[C188] Sungyong Baik, Hyo Jin Kim, Tianwei Shen, Eddy Ilg, Kyoung Mu Lee, and Christopher Sweeney, "Domain Adaptation of Learned Features for Visual Localization," Proc. British Machine Vision Conference (BMVC), 2020. [arXiv] [PDF]

[C187] Minsoo Kang and Bohyung Han, "Operation-Aware Soft Channel Pruning using Differentiable Masks," Proc. International Conference on Machine Learning (ICML), 2020. [PDF] [PDF]

[C186] Sanghyun Son, Jaerin Lee, Seungjun Nah, Radu Timofte, and Kyoung Mu Lee, "AIM 2020 Challenge on Video Temporal Super-Resolution," Proc. European Conference on Computer Vision Workshops (ECCVW), 2020. [arXiv]

[C185] Jinyoung Choi and Bohyung Han, "Task-Aware Quantization Network for JPEG Image Compression," Proc. European Conference on Computer Vision (ECCV), 2020. [PDF]

[C184] Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jong-Woo Han, and Bohyung Han, "Learning to Optimize Domain Specific Normalization for Domain Generalization," Proc. European Conference on Computer Vision (ECCV), 2020. [PDF] [PDF]

[C183] Seonguk Seo, Joon-Young Lee, and Bohyung Han, "URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark," Proc. European Conference on Computer Vision (ECCV), 2020. [PDF]

[C182] Tackgeun You and Bohyung Han, "Traffic Accident Analysis by Cause and Effect Events Localization," Proc. European Conference on Computer Vision (ECCV), 2020. [PDF]

[C181] Hongsuk Choi*, Gyeongsik Moon*, and Kyoung Mu Lee, "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from 2D Human Pose," Proc. European Conference on Computer Vision (ECCV), 2020. [arXiv] [PDF] [Video] [code]

[C180] Gyeongsik Moon and Kyoung Mu Lee, "I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image," Proc. European Conference on Computer Vision (ECCV), 2020. (Winners and 2nd place of the 3D human pose estimation in the wild (3DPW) challenge, without association track) [arXiv] [PDF] [Video] [code]

[C179] Gyeongsik Moon, Shoou-I Yu, He Wen, Takaaki Shiratori and Kyoung Mu Lee, "InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image," Proc. European Conference on Computer Vision (ECCV), 2020. [dataset] [arXiv] [PDF] [Video] [code]

[C178] Gyeongsik Moon, Takaaki Shiratori, and Kyoung Mu Lee, "DeepHandMesh: Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling from a Single RGB Image," Proc. European Conference on Computer Vision (ECCV), 2020. (ORAL presentation) [arXiv] [PDF] [Video]

[C177] Seungjun Nah, Sanghyun Son, Radu Timofte, and Kyoung Mu Lee, "NTIRE 2020 Challenge on Image and Video Deblurring," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2020. [arXiv] [PDF]

[C176] Jonghwan Mun, Minsu Cho, and Bohyung Han, "Local-Global Video-Text Interactions for Temporal Grounding," Proc. Computer Vision and Pattern Recognition (CVPR), 2020. [PDF]

[C175] Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, and Kyoung Mu Lee, "Scene-Adaptive Video Frame Interpolation via Meta-Learning," Proc. Computer Vision and Pattern Recognition (CVPR), 2020. [PDF] [Project Page]

[C174] Sungyong Baik, Seokil Hong, and Kyoung Mu Lee, "Learning to Forget for Meta-Learning," Proc. Computer Vision and Pattern Recognition (CVPR), 2020. [PDF] [code]

[J63] Eu Young Kim, Seung Yeon Shin, Soochahn Lee, Kyoung Joon Lee, and Kyoung Mu Lee, "Triplanar Convolution with Shared 2D Kernels for 3D Classification and Shape Retrieval," Computer Vision and Image Understanding (CVIU) vol. 193, Apr. 2020. [PDF]

[C173] Ruotian Luo, Ning Zhang, Bohyung Han, and Linjie Yang, "Context-Aware Zero-Shot Recognition," AAAI Conference on Artificial Intelligence, 2020. [arXiv]

[C172] Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, and Radu Soricut, "Reinforcing an Image Caption Generator by Human Feedback," AAAI Conference on Artificial Intelligence, 2020. [arXiv]

[C171] Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, and Bohyung Han, "Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning," AAAI Conference on Artificial Intelligence, 2020. [arXiv]

[C170] Minsoo Kang, Jonghwan Mun, and Bohyung Han, "Towards Oracle Knowledge Distillation with Neural Architecture Search," AAAI Conference on Artificial Intelligence, 2020. [arXiv]

[C169] Myungsub Choi, Heewon KIm, Bohyung Han, Ning Xu, and Kyoung Mu Lee, "Channel Attention Is All You Need for Video Frame Interpolation," AAAI Conference on Artificial Intelligence, 2020. [PDF]



2019

[arXiv] Ju Yong Chang, Gyeongsik Moon, and Kyoung Mu Lee, "AbsPoseLifter: Absolute 3D Human Pose Lifting Network from a Single Noisy 2D Human Pose," arXiv preprint arXiv:1910.12029, 2019. [arXiv]

[C168] Paul Hongsuck Seo, Geeho Kim, and Bohyung Han, "Combinatorial Inference against Label Noise," Advances in Neural Information Processing Systems (NeurIPS), 2019. [PDF] [Supplementary material]

[Abstract] Hwaseong Ryu, Jae Young Lee, Hyo-Jin Kang, Kyoung Mu Lee, Seung Yeon Shin, Jonghyon Yi, and Dong Hyuk Park, "Joint Segmentation and Classification of Hepatic Lesions in Ultrasound Images using Deep Learning," Radiological Society of North America (RSNA) Annual Meeting, 2019.

[J62] Seung Yeon Shin, Soochahn Lee, Il Dong Yun, and Kyoung Mu Lee, "Deep Vessel Segmentation by Learning Graphical Connectivity," Medical Image Analysis, vol. 58, Dec. 2019.

[C167] Seungjun Nah, Sanghyun Son, Radu Timofte, and Kyoung Mu Lee et al., "AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results," AIM 2019: Advances in Image Manipulation Workshop and Challenges in conjunction with ICCV2019. [PDF]

[C166] Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee, "Deep Meta Learning for Real-Time Target-Aware Visual Tracking," Proc. International Conference on Computer Vision (ICCV), 2019. [PDF]

[C165] Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee, "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image," Proc. International Conference on Computer Vision (ICCV), 2019. [arXiv] [code (RootNet)] [code (PoseNet)]

[C164] Dongmin Park, Seokil Hong, Bohyung Han, and Kyoung Mu Lee, "Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation," Proc. International Conference on Computer Vision (ICCV), 2019. [PDF] [code]

[C163] Seungjun Nah, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Radu Timofte, and Kyoung Mu Lee, "NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study," NTIRE 2019: New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjunction with CVPR 2019. [PDF]

[C162] Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee et al., "NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results," NTIRE 2019: New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjunction with CVPR 2019. [PDF]

[C161] Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee et al., "NTIRE 2019 Challenge on Video Deblurring: Methods and Results," NTIRE 2019: New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjunction with CVPR 2019. [PDF]

[C160] Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee, "Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2019. [arXiv]

[C159] Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, and Bohyung Han, "Transfer Learning via Unsupervised Task Discovery for Visual Question Answering," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [arXiv]

[C158] Woong-Gi Chang*, Tackgeun You*, Seonguk Seo*, Suha Kwak, and Bohyung Han, "Domain Specific Batch Normalization for Unsupervised Domain Adaptation," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [PDF]

[C157] Seonguk Seo*, Paul Hongsuck Seo*, and Bohyung Han, "Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [PDF]

[C156] Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, and Bohyung Han, "Streamlined Dense Video Captioning," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [PDF]

[C155] Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee, "PoseFix: Model-agnostic General Human Pose Refinement Network," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [arXiv] [code]

[C154] Seungjun Nah, Sanghyun Son, and Kyoung Mu Lee, "Recurrent Neural Networks with Intra-Frame Iterations for Video Deblurring," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [PDF]

[C153] Yumin Suh, Bohyung Han, Wonsik Kim, and Kyoung Mu Lee, "Stochastic Class-based Hard Example Mining for Deep Metric Learning," Proc. Computer Vision and Pattern Recognition (CVPR), 2019. [PDF]

[C152] Sungyong Baik, Junseok Kwon, and Kyoung Mu Lee, "Learning to Remember Past to Predict Future for Visual Tracking," Proc. International Conference on Image Processing (ICIP), 2019. [PDF]

[J61] Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Sun Mi Kim, and Kyoung Mu Lee, "Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images," IEEE Trans. Medical Imaging (MI), vol. 38, no. 3, Mar. 2019. [code]



2018

[C151] Jonghwan Mun, Kimin Lee, Jinwoo Shin, and Bohyung Han, "Learning to Specialize with Knowledge Distillation for Visual Question Answering," Advances in Neural Information Processing Systems (NeurIPS), 2018. [PDF]

[C150] Mohsen Yavartanoo, Eu Young Kim, and Kyoung Mu Lee, "SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection," Proc. Asian Conference on Computer Vision (ACCV), 2018. [PDF]

[J60] Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee, "Real-time visual tracking by deep reinforced decision making," Computer Vision and Image Understanding (CVIU), accepted.

[C149] Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, and Bohyung Han, "Progressive Attention Networks for Visual Attribute Prediction," Proc. British Machine Vision Conference (BMVC), 2018. [arXiv]

[C148] Ilchae Jung, Jeany Son, Mooyeol Baek, and Bohyung Han, "Real-Time MDNet," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF]

[C147] Paul Hongsuck Seo, Tobias Weyand, Jack Sim, and Bohyung Han, "CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF]

[C146] Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, and Minsu Cho, "Attentive Semantic Alignment using Offset-Aware Correlation Kernels," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF]

[C145] Sanghyun Son, Seungjun Nah, and Kyoung Mu Lee, "Clustering Convolutional Kernels to Compress Deep Neural Networks," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF] [Poster] [code]

[C144] Heewon Kim, Myungsub Choi, Bee Lim, and Kyoung Mu Lee, "Task-Aware Image Downscaling," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF] [Project Page]

[C143] Dongwoo Lee, Haesol Park, In Kyu Park, and Kyoung Mu Lee, "Joint Blind Motion Deblurring and Depth Estimation of Light Field," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF]

[C142] Yumin Suh, Jingdong Wang, Siyu Tang, Tao Mei, and Kyoung Mu Lee, "Part-Aligned Bilinear Representations for Person Re-identification," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF]

[C141] Gwangmo Song and Kyoung Mu Lee, "Depth Estimation Network for Dual Defocused Images with Different Depth-of-Field," Proc. International Conference on Image Processing (ICIP), 2018. [PDF]

[C140] Gwangmo Song, Hee Soo Myeong, and Kyoung Mu Lee, "SeedNet: Automatic Seed Generation with Deep Reinforcement Learning for Robust Interactive Segmentation," Proc. Computer Vision and Pattern Recognition (CVPR), 2018. [PDF] [Supplementary material]

[C139] Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim, "Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals," Proc. Computer Vision and Pattern Recognition (CVPR), 2018. [PDF] [arXiv]

[C138] Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee, "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map," Proc. Computer Vision and Pattern Recognition (CVPR), 2018. (Winners of The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation, Frame-based 3D hand pose estimation) [PDF] [Supplementary material] [arXiv] [code]

[J59] Ju Yong Chang and Kyoung Mu Lee, "2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation," Computer Vision and Image Understanding (CVIU), accepted. [PDF] [arXiv]

[J58] Tae Hyun Kim, Seungjun Nah, and Kyoung Mu Lee, "Dynamic Video Deblurring using a Locally Adaptive Linear Blur Model," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted. [PDF] [arXiv]



2017

[arXiv] Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee, "Deep Meta Learning for Real-Time Visual Tracking based on Target-Specific Feature Space," arXiv preprint arXiv:1712.09153, 2017. [arXiv]

[arXiv] Dongwoo Lee, Haesol Park, In Kyu Park, and Kyoung Mu Lee, "Joint Blind Motion Deblurring and Depth Estimation of Light Field," arXiv preprint arXiv:1711.10918, 2017. [arXiv]

[arXiv] Seung Yeon Shin, Soochahn Lee, Il Dong Yun, and Kyoung Mu Lee, "Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images," arXiv preprint arXiv:1710.03778, 2017. [arXiv]

[C137] Bee Lim and Kyoung Mu Lee, "Deep Recurrent Resnet for Video Super-Resolution," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2017. [PDF]

[C136] Haesol Park and Kyoung Mu Lee, "Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence," Proc. International Conference on Computer Vision (ICCV), 2017. [PDF] [Video]

[C135] Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, and Michael Hirsch, "Online Video Deblurring via Dynamic Temporal Blending Network," Proc. International Conference on Computer Vision (ICCV), 2017. [PDF]

[J57] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Depth maps and high-dynamic range image generation from alternating exposure multiview images," J. Electron. Imaging 26(4), 043006 (2017), doi: 10.1117/1.JEI.26.4.043006. [PDF]

[C134] Jihong Kang, Sungjei Kim, and Kyoung Mu Lee, "Multi-Modal/Multi-scale Convolutional Neural Network Based In-Loop Filter Design For Next Generation Video Codec," Proc. International Conference on Image Processing (ICIP), 2017. [PDF]

[arXiv] Gyeongsik Moon, Ju Yong Chang, Yumin Suh, and Kyoung Mu Lee, "Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation," arXiv preprint arXiv:1706:04758, 2017. [arXiv]

[C133] Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseb Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xinngyu Xu, Jinshan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristovao Cruz, Karen Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, and Qi Guo, "NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results," NTIRE 2017: New Trends in Image Restoration and Enhancement workshop and challenge on super-resolution in conjunction with CVPR 2017. [pdf]

[C132] Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, and Kyoung Mu Lee, "Enhanced Deep Residual Networks for Single Image Super-Resolution," 2nd NTIRE: New Trends in Image Restoration and Enhancement workshop and challenge on super-resolution in conjunction with CVPR 2017. (Challenge Winners, Best Paper Award of Workshop) [PDF] [code]

[C131] Junho Cho, Sangdoo Yun, Kyoung Mu Lee, Jin Young Choi, "PaletteNet: Image Recolorization with Given Color Palette," 2nd NTIRE: New Trends in Image Restoration and Enhancement workshop and challenge on super-resolution in conjunction with CVPR 2017. [PDF]

[arXiv] Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee, "Visual Tracking by Reinforced Decision Making," arXiv preprint arXiv:1702.06291, 2017. [arXiv]

[J56] Williem, In Kyu Park, and Kyoung Mu Lee, "Robust Light Field Depth Estimation using Occlusion-Noise Aware Data Costs," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted. [PDF]

[J55] Junseok Kwon and Kyoung Mu Lee, "Adaptive Visual Tracking with Minimum Uncertainty Gap Estimation," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI). vol. 39, no. 1, Jan. 2017. [PDF]

[C130] Seungjun Nah, Tae Hyun Kim, and Kyoung Mu Lee, "Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring," Proc. Computer Vision and Pattern Recognition (CVPR), 2017. (Spotlight presentation) [PDF] [code]



2016

[C129] Yumin Suh and Kyoung Mu Lee, "Appearance Dependent Inter-Part Relationship for Human Pose Estimation," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2016. [PDF]

[arXiv] Byeongjoo Ahn, Tae Hyun Kim, and Kyoung Mu Lee, "Occlusion-Aware Video Deblurring with a New Layered Blur Model," arXiv preprint arXiv:1611.09572, 2016. [arXiv]

[C128] Euyoung Kim and Kyoung Mu Lee, "Scale-change Aware Locally Adaptive Optical Flow," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2016. [PDF]

[J54] Haesol Park and Kyoung Mu Lee, "Look Wider to Match Image Patches with Convolutional Neural Networks," IEEE Signal Processing Letters (SPL), Dec. 2016. [PDF]

[C127] Seung Yeon Shin, Soochahn Lee, Kyoung Jin Noh, Il Dong Yun, and Kyoung Mu Lee, "Extraction of Coronary Vessels in Fluoroscopic X-Ray Sequences Using Vessel Correspondence Optimization," Proc. MICCAI:International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016. (Student Travel Award) [PDF] [Project Page] [code]

[C126] Jiwon Kim, Jung Kwon Lee and Kyoung Mu Lee, "Accurate Image Super-Resolution Using Very Deep Convolutional Networks," Proc. Computer Vision and Pattern Recognition (CVPR), 2016. (ORAL presentation) [PDF] [Project Page]

[C125] Jiwon Kim, Jung Kwon Lee and Kyoung Mu Lee, "Deeply-Recursive Convolutional Network for Image Super-Resolution," Proc. Computer Vision and Pattern Recognition (CVPR), 2016. (ORAL presentation) [PDF] [Project Page]



2015

[J53] Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Ho Yub Jung, Yong Seok Heo, Sun Mi Kim, Kyoung Mu Lee, "A Novel Cascade Classifier for Automatic Microcalcification Detection," PLoS ONE, 2015. [PDF] [Project Page]

[C124] Seungjun Nah and Kyoung Mu Lee, "Random Forest with Data Ensemble for Saliency Detection," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2015. [PDF]

[C123] Kamil Adamczewski, Yumin Suh and Kyoung Mu Lee, "Discrete Tabu Search for Graph Matching," Proc. International Conference on Computer Vision (ICCV), 2015. [PDF] [Project Page] [code]

[C122] Yumin Suh, Kamil Adamczewski and Kyoung Mu Lee, "Subgraph Matching using Compactness Prior for Robust Feature Correspondence," Proc. Computer Vision and Pattern Recognition (CVPR), 2015. [PDF] [Project Page] [code]

[C121] Wonsik Kim and Kyoung Mu Lee, "MRF Optimization by Graph Approximation," Proc. Computer Vision and Pattern Recognition (CVPR), 2015. [PDF]

[C120] Tae Hyun Kim and Kyoung Mu Lee, "Generalized Video Deblurring for Dynamic Scenes," Proc. Computer Vision and Pattern Recognition (CVPR), 2015. (ORAL presentation) [PDF] [Project Page] [code]

[J52] Junseok Kwon and Kyoung Mu Lee, "A Unified Framework for Event Summarization and Rare Event Detection from Multiple Views," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 37, no. 9, September 2015. [PDF]

[J51] Ju Yong Chang and Kyoung Mu Lee, "Large margin learning of hierarchical semantic similarity for image classification," Computer Vision and Image Understanding (CVIU), vol. 132, Mar. 2015. [PDF]



2014

[C119] Gwangmo Song, Heesoo Myeong, and Kyoung Mu Lee, "Interactive Segmentation with Seed Expansion," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2014. [PDF]

[C118] Junseok Kwon, Junha Roh, Kyoung Mu Lee, and Luc Van Gool, "Robust Visual Tracking with Double Bounding Box Model," Proc. European Conference on Computer Vision (ECCV), 2014. (25.1% acceptance rate) [PDF]

[C117] Heesoo Myeong, Stephen Lin, and Kyoung Mu Lee, "Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images," Proc. European Conference on Computer Vision (ECCV), 2014. (25.1% acceptance rate) [PDF]

[J50] Ho Yub Jung, Haesol Park, In Kyu Park, Kyoung Mu Lee, and Sang Uk Lee "Stereo reconstruction using high-order likelihoods," Computer Vision and Image Understanding (CVIU), vol. 125, pp. 223-236, Aug. 2014. [PDF]

[J49] Junseok Kwon and Kyoung Mu Lee, "Tracking by Sampling and Integrating Multiple Trackers," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 7, July 2014. [PDF]

[C116] Tae Hyun Kim and Kyoung Mu Lee, "Segmentation-Free Dynamic Scene Deblurring," Proc. Computer Vision and Pattern Recognition (CVPR), 2014. (ORAL presentation, 5.8% acceptance rate) [PDF]

[C115] Junseok Kwon and Kyoung Mu Lee, "Interval Tracker: Tracking by Interval Analysis," Proc. Computer Vision and Pattern Recognition (CVPR), 2014. (29.9% acceptance rate) [PDF]

[C114] Wonsik Kim and Kyoung Mu Lee, "Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization," Proc. Computer Vision and Pattern Recognition (CVPR), 2014. (29.9% acceptance rate) [PDF]

[J48] Junghyun Kwon, Hee Seok Lee, Frank C. Park, and Kyoung Mu Lee, "A Geometric Particle Filter for Template-Based Visual Tracking," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 4, Apr. 2014. [PDF]



2013

[C113] Tae Hyun Kim, Hee Seok Lee, and Kyoung Mu Lee, "Optical Flow via Locally Adaptive Fusion of Complementary Data Costs," Proc. International Conference on Computer Vision (ICCV), 2013. (27.9% acceptance rate) [PDF]

[C112] Tae Hyun Kim, Byeongjoo Ahn, and Kyoung Mu Lee, "Dynamic Scene Deblurring," Proc. International Conference on Computer Vision (ICCV), 2013. (27.9% acceptance rate) [PDF]

[C111] Junha Roh, Dong Woo Park, Junseok Kwon, and Kyoung Mu Lee, "Visual Tracking using the Joint Inference of Target State and Segment-based Appearance Models," Proc. Asia Pacific Signal and Information Processing Association Conference (APSIPA), 2013. [PDF]

[J47] Young Min Shin, Minsu Cho, and Kyoung Mu Lee, "Multi-Object Reconstruction from Dynamic Scenes: An Object-Centered Approach," Computer Vision and Image Understanding (CVIU), vol. 117, no. 11, Nov. 2013. [PDF]

[J46] Junseok Kwon and Kyoung Mu Lee, "Highly Nonrigid Object Tracking via Patch-based Dynamic Appearance Modeling," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, no. 10, Oct. 2013. [PDF]

[J45] Young Ki Baik, Junghyun Kwon, Hee Seok Lee, and Kyoung Mu Lee, "Geometric Particle Swarm Optimization for Robust Visual Ego-Motion Estimation via Particle Filtering," Image and Vision Computing, vol. 31, no. 8, Aug. 2013. [PDF]

[J44] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Learning Full Pairwise Affinities for Spectral Segmentation," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, no. 7, July 2013. [PDF]

[C110] Junseok Kwon and Kyoung Mu Lee, "Minimum Uncertainty Gap for Robust Visual Tracking," Proc. Computer Vision and Pattern Recognition (CVPR), 2013. (25.2% acceptance rate) [PDF]

[C109] Hee Seok Lee and Kyoung Mu Lee, "Dense 3D Reconstruction from Severely Blurred Images Using a Single Moving Camera," Proc. Computer Vision and Pattern Recognition (CVPR), 2013. (25.2% acceptance rate) [PDF]

[C108] Hee Seok Lee and Kyoung Mu Lee, "Simultaneous Depth Reconstruction and Image Super-Resolution with a Single Camera," Proc. Computer Vision and Pattern Recognition (CVPR), 2013. (25.2% acceptance rate) [PDF]

[C107] Heesoo Myeong and Kyoung Mu Lee, "Tensor-based High-order Semantic Relation Transfer for Semantic Scene Segmentation," Proc. Computer Vision and Pattern Recognition (CVPR), 2013. (25.2% acceptance rate) [PDF] [Code]

[J43] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Joint Depth Map and Color Consistency Estimation for Stereo Images with Different Illuminations and Cameras," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, no. 5, May 2013. [PDF] [Code]

[J42] Junseok Kwon and Kyoung Mu Lee, "Wang-Landau Monte Carlo-based Tracking Methods for Abrupt Motions," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, no. 4, Apr. 2013. [PDF] [Project Page]

[J41] Hoyub Jung, Kyoung Mu Lee, and Sang Uk Lee, "Window Annealing for Pixel-Labeling Problems," Computer Vision and Image Understanding (CVIU) vol. 117, no. 3, Mar. 2013. [PDF]



2012

[C106] Sangdon Park, Wonsik Kim, and Kyoung Mu Lee, "Abnormal Object Detection by Canonical Scene-based Contextual Model," Proc. European Conference on Computer Vision (ECCV), 2012. [PDF] [Project Page]

[C105] Yumin Suh, Minsu Cho, and Kyoung Mu Lee, "Graph Matching via Sequential Monte Carlo," Proc. European Conference on Computer Vision (ECCV), 2012. [PDF] [Project Page]

[C104] Minsu Cho and Kyoung Mu Lee, "Progressive Graph Matching: Making a Move of Graphs via Probabilistic Voting," Proc. Computer Vision and Pattern Recognition (CVPR), 2012. (ORAL presentation, 2.5% acceptance rate) [PDF] [Project Page]

[C103] Minsu Cho and Kyoung Mu Lee, "Mode-Seeking on Graphs via Random Walks," Proc. Computer Vision and Pattern Recognition (CVPR), 2012. (24.0% acceptance rate) [PDF] [Project Page]

[C102] Junseok Kwon and Kyoung Mu Lee, "A Unified Framework for Event Summarization and Rare Event Detection," Proc. Computer Vision and Pattern Recognition (CVPR), 2012. (24.0% acceptance rate) [PDF]

[C101] Heesoo Myeong, Ju Yong Chang, and Kyoung Mu Lee, "Learning Object Relationships via Graph-based Context Model," Proc. Computer Vision and Pattern Recognition (CVPR), 2012. (24.0% acceptance rate) [PDF] [Code]

[C100] Dong Woo Park, Junseok Kwon, and Kyoung Mu Lee, "Robust Visual Tracking using Autoregressive Hidden Markov Model," Proc. Computer Vision and Pattern Recognition (CVPR), 2012. (24.0% acceptance rate) [PDF]



2011

[J40] Wonsik Kim and Kyoung Mu Lee, "A Hybrid Approach for MRF Optimization Problems: Combination of Stochastic Sampling and Deterministic Algorithms," Computer Vision and Image Understanding (CVIU), 2011. [PDF]

[C99] Junseok Kwon and Kyoung Mu Lee, "Tracking by Sampling Trackers," Proc. International Conference on Computer Vision (ICCV), 2011. (ORAL presentation, 3.7% acceptance rate) [PDF] [Project Page] [Video]

[C98] Hee Seok Lee, Junghyun Kwon and Kyoung Mu Lee, "Simultaneous Localization, Mapping and Deblurring," Proc. International Conference on Computer Vision (ICCV), 2011. (24% acceptance rate) [PDF]

[C97] Hoyub Jung, Kyoung Mu Lee, and Sang Uk Lee, "Stereo Reconstruction using High Order Likelihood," Proc. International Conference on Computer Vision (ICCV), 2011. (24% acceptance rate) [PDF]

[C96] Jungmin Lee, Minsu Cho, and Kyoung Mu Lee, "Hyper-graph Matching via Reweighted Random Walks," Proc. Computer Vision and Pattern Recognition (CVPR), 2011. (26.4% acceptance rate) [PDF] [Code]

[J39] Ju Yong Chang, Haesol Park, In Kyu Park, Kyoung Mu Lee, and Sang Uk Lee, "GPU-friendly multi-view stereo reconstruction using surfel representation and graph cuts," Computer Vision and Image Understanding (CVIU), 2011. [PDF]

[J38] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Robust Stereo Matching using Adaptive Normalized Cross Correlation," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 33, no. 4, Apr., 2011. [PDF] [Code]

[C95] Hee Seok Lee and Kyoung Mu Lee, "Mutiswarm Particle Filter for Robust Tracking under Observation Ambiguity," Proc. Frontiers of Computer Vision (FCV), Feb. 2011. [PDF]



2010

[C94] Yong Seok Heo, Kyoung Mu Lee, Sang Uk Lee, Youngsu Moon, and Joonhyuk Cha, "Ghost-free High Dynamic Range Imaging," Proc. Asian Conference on Computer Vision (ACCV), 2010. [PDF] [Code]

[C93] Minsu Cho, Jungmin Lee, and Kyoung Mu Lee, "Reweighted Random Walks for Graph Matching," Proc. European Conference on Computer Vision (ECCV), 2010. (27% acceptance rate) [PDF] [Code]

[C92] Young Min Shin, Minsu Cho, and Kyoung Mu Lee, "Co-recognition of Actions in Video Pairs," Proc. International Conference on Pattern Recognition (ICPR), 2010. [PDF]

[C91] Jungmin Lee, Minsu Cho, and Kyoung Mu Lee, "A Graph Matching Algorithm using Data-Driven Markov Chain Monte Carlo Sampling," Proc. International Conference on Pattern Recognition (ICPR), 2010. (ORAL presentation, 18.0% acceptance rate) [PDF]

[C90] Wonsik Kim and Kyoung Mu Lee, "Continuous Markov Random Field Optimization using Fusion Move Driven Markov Chain Monte Carlo Technique," Proc. International Conference on Pattern Recognition (ICPR), 2010. (ORAL presentation, 18.0% acceptance rate) [PDF]

[C89] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "A Unified Probabilistic Approach to Feature Matching and Object Segmentation," Proc. International Conference on Pattern Recognition (ICPR), 2010. [PDF]

[C88] Junseok Kwon and Kyoung Mu Lee, "Visual Tracking Decomposition," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (ORAL presentation, 4.5% acceptance rate) [PDF] [Video]

[C87] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Learning Full Pairwise Affinities for Spectral Segmentation," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (ORAL presentation, 4.5% acceptance rate) [PDF] [Supplement] [Code]

[C86] Minsu Cho, Young Min Shin, and Kyoung Mu Lee, "Unsupervised Detection and Segmentation of Identical Objects," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (ORAL presentation, 4.5% acceptance rate) [PDF]

[C85] Junghyun Kwon and Kyoung Mu Lee, "Monocular SLAM with Locally Planar Landmarks via Geometric Rao-Blackwellized Particle Filtering on Lie groups," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (26.8% acceptance rate) [PDF] [Video]

[C84] Minsu Cho and Kyoung Mu Lee, "Authority-Shift Clustering: Hierarchical Clustering by Authority Seeking on Graphs," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (26.8% acceptance rate) [PDF] [Code]

[C83] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Nonparametric Higher-Order Learning for Interactive Segmentation," Proc. Computer Vision and Pattern Recognition (CVPR), 2010. (26.8% acceptance rate) [PDF] [Supplement] [Code]

[J37] Seunghun Jin, Junguk Cho, Xuan Dai Pham, Kyoung Mu Lee, Sung-Kee Park, Munsang Kim, and Jae Wook Jeon, "FPGA Design and Implementation of a Real-Time Stereo Vision System," IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 1, pp. 15-26, Jan. 2010. [PDF]



2009

[C82] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Edge-preserving Colorization using Data-Driven Random Walks with Restart," International Conference on Image Processing (ICIP), 2009. [PDF]

[C81] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "A Probabilistic Model for Correspondence Problems using Random Walks with Restart," Proc. Asian Conf. on Computer Vision (ACCV), 2009. [PDF]

[C80] Minsu Cho and Kyoung Mu Lee, "Bilateral Symmetry Detection and Segmentation via Symmetry-Growing," Proc. British Machine Vision Conference(BMVC), 2009. (ORAL presentation, 9.2% acceptance rate) [PDF] [Abstract]

[C79] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Incorporating Higher-Order Cues in Image Colorization," Proc. British Machine Vision Conference(BMVC), 2009. (38.4% acceptance rate) [PDF]

[C78] Hee Seok Lee and Kyoung Mu Lee, "Multi-robot SLAM Using Ceiling Vision," Proc. Int'l Conf. on Intelligent Robots & Systems (IROS), 2009. [PDF]

[C77] Hee Seok Lee and Kyoung Mu Lee, "Multiswarm Particle Filter for Vision Based SLAM," Proc. Int'l Conf. on Intelligent Robots & Systems (IROS), 2009. [PDF]

[C76] Junseok Kwon, Kyoung Mu Lee, "Simultaneous Video Synchronization and Rare Event Detection via Cross-Entropy Monte Carlo Optimization," The Ninth IEEE International Workshop on Visual Surveillance (in conjunction with ICCV 2009), 2009. [PDF] [Video]

[C75] Minsu Cho, Jungmin Lee, and Kyoung Mu Lee, "Feature Correspondence and Deformable Object Matching via Agglomerative Correspondence Clustering," Proc. International Conference on Computer Vision (ICCV), 2009. (23.2% acceptance rate) [PDF] [Code]

[C74] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Simultaneous Color Consistency and Depth Map Estimation for Radiometrically Varying Stereo Images," Proc. International Conference on Computer Vision (ICCV), 2009. (23.2% acceptance rate) [PDF]

[C73] Ivan Koryakovskiy, Nguyen Xuan Hoai, and Kyoung Mu Lee, "A Genetic Algorithm with Local Map for Path Planning in Dynamic Environments," Procs. The Genetic and Evolutionary Computation Conference(GECCO), 2009. [DOC]

[C72] Junghyun Kwon and Kyoung Mu Lee, and Frank C. Park, "Visual tracking on the affine group via geometric particle filtering using optimal importance function," Proc. Computer Vision and Pattern Recognition (CVPR), 2009. (ORAL presentation, 4.2% acceptance rate) [PDF] [Video] [Code]

[C71] Junseok Kwon and Kyoung Mu Lee, "Tracking of a Non-Rigid Object via Patch-based Dynamic Appearance Modeling and Adaptive Basin Hopping Monte Carlo Sampling," Proc. Computer Vision and Pattern Recognition (CVPR), 2009. (26.2% acceptance rate) [PDF] [Video]

[C70] Wonsik Kim and Kyoung Mu Lee, "Markov Chain Monte Carlo Combined with Deterministic Methods for Markov Random Field Optimization," Proc. Computer Vision and Pattern Recognition (CVPR), 2009. (26.2% acceptance rate) [PDF]

[C69] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Mutual Information-based Stereo Matching Combined with SIFT Descriptor in Log-chromaticity Color Space," Proc. Computer Vision and Pattern Recognition (CVPR), 2009. (26.2% acceptance rate) [PDF]

[J36] Wonsik Kim, Joonyoung Park, and Kyoung Mu Lee, "Stereo Matching using Population-based MCMC," International Journal of Computer Vision(IJCV), vol. 83, no. 2, pp. 195-209, June 2009. [PDF]

[C68] Wonsik Kim, Young Ki Baik, and Kyoung Mu Lee, "Model-free Radial Distortion Correction of Wide Angle Lenses using Vanishing Points," Proc. Frontiers of Computer Vision (FCV), Jan. 2009. [PDF]

[C67] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Background Subtraction using Random Walks with Restart," International Workshop on Advanced Image Technology (IWAIT), 2009. [PDF]

[C66] Hyoungmin Choi, Kyoung Mu Lee, and Sang Uk Lee, "DRF-based object detection using the object adaptive patch in the satellite imagery," International Workshop on Advanced Image Technology (IWAIT), 2009. [PDF]



2008

[C65] Jung Gap Kuk, Nam Ik Cho, and Kyoung Mu Lee, "MAP-MRF approach for binarization of degraded document image," International Conference on Image Processing (ICIP), 2008. [PDF]

[C64] Tae Hoon Kim, Hoyub Jung, Kyoung Mu Lee, and Sang Uk Lee, "Segment-based foreground object disparity estimation using ZCam and multiple-view stereo," International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP), 2008. [PDF]

[C63] Hoyub Jung, Kyoung Mu Lee, and Sang Uk Lee, "Toward Global Minimum through Combined Local Minima," Proc. European Conference on Computer Vision (ECCV), 2008. (27.9% acceptance rate) [PDF]

[C62] Hoyub Jung, Kyoung Mu Lee, and Sang Uk Lee, "Window Annealing over Square Lattice Markov Random Field," Proc. European Conference on Computer Vision (ECCV), 2008. (27.9% acceptance rate) [PDF]

[C61] Tae Hoon Kim, Kyoung Mu Lee, and Sang Uk Lee, "Generative Image Segmentation using Random Walks with Restart," Proc. European Conference on Computer Vision (ECCV), 2008. (27.9% acceptance rate) [PDF] [Code]

[C60] Junseok Kwon and Kyoung Mu Lee, "Tracking of Abrupt Motion using Wang-Landau Monte Carlo Estimation," Proc. European Conference on Computer Vision (ECCV), 2008. (27.9% acceptance rate) [PDF] [Video] [Code]

[C59] Minsu Cho, Young Min Shin, and Kyoung Mu Lee, "Co-Recognition of Image Pairs by Data-Driven Monte Carlo Image Exploration," Proc. European Conference on Computer Vision (ECCV), 2008. (27.9% acceptance rate) [PDF] [Video]

[C58] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Illumination and Camera Invariant Stereo Matching," Proc. Computer Vision and Pattern Recognition (CVPR), 2008. (31.9% acceptance rate) [PDF] [Code]

[C57] Dong Hyuk Lee, Kyoung Mu Lee, and Sang Uk Lee, "Fusion of LiDAR and Photogrammetric Imagery for Precise and Automatic Building Extraction," Proc. Frontiers of Computer Vision (FCV), Jan. 2008. [PDF]

[C56] Wonsik Kim, Young Ki Baik, and Kyoung Mu Lee, "A Parameter-free Radial Distortion Correction of Wide Angle Lenses using Distorted Vanishing Points," roc. Frontiers of Computer Vision (FCV), Jan. 2008. [PDF]

[J35] Hyun Jun Oh, Kyoung Mu Lee, and Sang Uk Lee, "Occlusion invariant face recognition using selective local non-negative matrix factorization basis images," Image and Vision Computing, Nov. 2008. [PDF]

[J34] Dong Woo Park and Kyoung Mu Lee, "DOOMRED: A New Optimization Technique for Boosted Cascade Detectors on Enforced Training Set," EURASIP J. Advances in Signal Processing, vol. 2008, Feb. 2008. [PDF]

[J33] Ju Yong Jang, Kyoung Mu Lee, and Sang Uk Lee, "Shape from shading using Graph Cuts," Pattern Recognition, vol. 41, issue 12, pp. 3749-3757, 2008. [PDF]

[J32] Bo Gun Park, Kyoung Mu Lee, and Sang Uk Lee, "Color-based Image Retrieval Using Perceptually Modified Hausdorff Distance," EURASIP J. Image and Video Processing, vol. 2008, Feb. 2008. [PDF]

[J31] Dong Hyuk Lee, Kyoung Mu Lee, and Sang Uk Lee, "Fusion of Lidar and Imagery for Reliable Building Extraction," Photogrammetric Engineering & Remote Sensing, vol. 74, no. 2, pp. 215-226, Feb. 2008. [PDF]

[J30] San Ko and Kyoung Mu Lee, "Structural Object Recognition Using Entropy Correspondence Measure of Line Features", IEICE Trans. Information and Systems, vol. E91-D, no. 1, pp. 78-85, Jan. 2008. [PDF]



2007

[C55] Joonyoung Park, Wonsik Kim, and Kyoung Mu Lee, "Stereo Matching using Population-based MCMC," Proc. Asian Conf. on Computer Vision (ACCV), Nov. 2007, "Honorable Mention Award" [PDF]

[C54] Ju Yong Chang, Kyoung Mu Lee, and Sang Uk Lee, "Multiview normal field integration using level set methods," IEEE International Workshop on Beyond Multiview Geometry:Robust Estimation and Organization of Shapes from Multiple Cues in conjunction with Conference on Computer Vision and Pattern Recognition(CVPR), 2007. [PDF]

[C53] Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Simultaneous Depth Reconstruction and Restoration of Noisy Stereo Images Using Non-local Pixel Distribution," Proc. Computer Vision and Pattern Recognition (CVPR), 2007. (28.2% acceptance rate) [PDF]

[C52] Minsu Cho and Kyoung Mu Lee, "Partially Occluded Object-Specific Segmentation in View-Based Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2007. (28.2% acceptance rate) [PDF]

[C51] Hoyub Jung, Kyoung Mu Lee and Sang Uk Lee, "Gibbs Sampler on Random State Space," Proc. Frontiers of Computer Vision (FCV), Jan. 2007.

[C50] Young Ki Baik, J. H. Choi and Kyoung Mu Lee, "An Efficient Trinocular Rectification Method for Stereo Vision," Proc. Frontiers of Computer Vision (FCV), Jan. 2007. [PDF]

[J29] Tae Young Kim, Kyoung Mu Lee, Sang Uk Lee, and C. H. Yim, "Occlusion Invariant Face Recognition Using Two-Dimensional PCA," Communications in Computer and Information Science,vol. 4, pp. 305-315, Oct. 2007. [PDF]

[J28] Ju Yong Chang, Kyoung Mu Lee, and Sang Uk Lee, "Stereo Matching using Iterative Reliable Disparity Map Expansion in the Color-Spatial-Disparity Space," Pattern Recognition,vol. 40, issue 12, pp. 3705-3713, Dec. 2007. [PDF]



2006

[C49] W. Y. Jung and K. M. Lee, "Visual SLAM with Line and Corners," Proc. Int'l Conf. on Intelligent Robots & Systems (IROS), Oct. 2006. [PDF]

[C48] H. Y. Jung, K. M. Lee and S. U. Lee, "Stereo Matching Using Scanline Disparity Discontinuity Optimization," Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sept. 2006.

[C47] J. Y. Chang, K. M. Lee and S. U. Lee, "A New Stereo Matching Model using Visibility Constraint based on Disparity Consistency," Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sept. 2006.

[C46] B. G. Park, K. M. Lee and S. U. Lee, "A New Similarity Measure for Random Signatures: Perceptually Modified Hausdorff Distance," Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sept. 2006.

[C45] B. G. Park, K. M. Lee and S. U. Lee, "A Novel Stochastic Attributed Relational Graph matching based on Relation Vector Space Analysis," Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sept. 2006.

[C44] S. Lee, S. Yoon, I.D. Yun, D.H. Kim, K.M. Lee, and S.U. Lee, "A New 3-D Model Retrieval System Based on Aspect-Transition Descriptor," Proc. European Conf. on Computer Vision (ECCV), May. 2006.

[C43] T. Y. Kim, K. M. Lee and S. U. Lee, "Occlusion invariant face recognition using two-dimensional PCA," Proc. The First Int'l Conf. on Computer Vision Theory and Applications (VISAPP) , Feb. 2006.

[C42] Young Ki Baik, J. H. Jo and K. M. Lee, "Fast Census Transform-based Stereo Algorithm using SSE2," Proc. Frontiers of Computer Vision (FCV), pp305-309, Feb. 2006.

[C41] Y. P. Eo, K. M. Lee and S. U. Lee, "Face Hallucination Using Linear regression In Eigenface Subspace," Proc. Frontiers of Computer Vision (FCV), Feb. 2006.

[C40] H. J. Oh, K. M. Lee and S. U. Lee, "Occlusion invariant face recognition using selective LNMF basis images," Proc. Asian Conf. on Computer Vision (ACCV), Jan. 2006. [PDF]

[J27] H. Y. Jung, K. M. Lee, and S. U. Lee, "Stereo Matching Using Scanline Disparity Discontinuity Optimization," Lecture Notes in Computer Science (LNCS), vol. 4179, pp. 588-597, Oct. 2006. [PDF]

[J26] J. Y. Chang, K. M. Lee, and S. U. Lee, "A New Stereo Matching Model Using Visibility Constraint Based on Disparity Consistency," Lecture Notes in Computer Science (LNCS), vol. 4179, pp. 598-609, Oct. 2006. [PDF]

[J25] B. G. Park, K. M. Lee and S. U. Lee, "A New Similarity Measure for Random Signatures: Perceptually Modified Hausdorff Distance," Lecture Notes in Computer Science (LNCS), vol. 4179, pp. 990-1001, Oct. 2006. [PDF]

[J24] B. G. Park, K. M. Lee, and S. U. Lee, "A Novel Stochastic Attributed Relational Graph Matching Based on Relation Vector Space Analysis," Lecture Notes in Computer Science (LNCS), vol. 4179, pp. 978-989, Oct. 2006. [PDF]

[J23] S. Lee, S. Yoon, I. D. Yun, D. H. Kim, K. M. Lee, and S. U. Lee, "A New 3-D Model Retrieval System Based on Aspect-Transition Descriptor," Lecture Notes in Computer Science (LNCS), vol. 3954, pp.543-554, Jul. 2006. [PDF]

[J22] H. J. Oh, K. M. Lee, and S. U. Lee, "Occlusion invariant face recognition using selective LNMF basis images," Lecture Notes in Computer Science (LNCS), vol. 3851, pp.120-129, Jan. 2006. [PDF]

[J21] J. Y. Jang, K. M. Lee, and S. U. Lee, "Stereo matching using iterated graph cuts and mean shift filtering," Lecture Notes in Computer Science (LNCS), vol. 3851, pp.31-40, Jan. 2006. [PDF]



2005

[C38] Y. S. Yoo, K. M. Lee, I. D. Yoon and S. U. Lee, "Asymmetric multi-phase deformable model for colon segmentation," Proc. Int'l Conf. on Image Processing (ICIP), Sep. 2005. [PDF]

[C37] W. Y. Jeong and K. M. Lee, "CV-SLAM: A new ceiling vision-based SLAM technique," Proc. Int'l Conf. on Intelligent Robots & Systems (IROS), Aug. 2005. [PDF] [Apartment Video] [Laboratory Video] [YouTube 1] [YouTube 2]

[C36] H. Shim, I. D. Yun, K. M. Lee, and S. U. Lee, "Part-based extraction of cerebral arteries from CTA with emphasis on adaptive tracking," Proc. Information Processing in Medical Imaging (IPMI), Lecture Notes in Computer Science, vol. 3565, pp.357-368, Jul. 2005

[C35] J. C. Kim, K. M. Lee, and S. U. Lee, "A Dense Stereo Matching Using Two-Pass Dynamic Programming with Generalized Ground Control Points," Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Jun. 2005. [PDF]

[C34] H. J. Oh, K. M. Lee and S. U. Lee, "Robust face recognition technique to occlusion using selective LNMF basis images," Proc. Frontiers of Computer Vision(FCV), Jan. 2005.

[J20] B. G. Park, K. M. Lee, and S. U. Lee, "Face recognition using face-ARG matching," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 27, no. 12, Dec. 2005. [PDF]

[J19] H. Shim, I. D. Yun, K. M. Lee, and S. U. Lee, "Partition-based extraction of cerebral arteries from CT angiography with emphasis on adaptive tracking," Lecture Notes in Computer Science (LNCS), vol. 3565, pp.357-368, Jul. 2005. [PDF]



2004

[C33] J. C. Kim, K. M. Lee and S. U. Lee, "Camera calibration using a single arbitrary parallelogram," Proc. Asian Conf. on Computer Vision (ACCV) , Jan. 2004.

[C32] Bo Gun Park, Kyoung Mu Lee, Sang Uk Lee, "A novel face recognition technique using FACE-ARG matching," Proc. Asian Conf. on Computer Vision (ACCV), Jan. 2004.

[J18] M. S. Kwon, C. S. Kim, K. M. Lee, and S. U. Lee, "Progressive encoding ofbinary voxel models using pyramidal decomposition," J. Visual Communication and Image Representation, vol. 15, issue 1, pp. 44-64, Mar. 2004. [PDF]

[J17] I. K. Park, K. M. Lee and S. U. Lee, "Perceptual grouping of line features in 3-D space: a model-based framework," Pattern Recognition, vol 37, no. 1, pp. 145-159, Jan. 2004. [PDF]



2003

[C31] J. Y. Jang, K. M. Lee and S. U. Lee, "Shape from shading using graph cuts," Proc. Int'l Conf. on Image Processing (ICIP), Sep. 2003. [PDF]

[C30] Bo Gun Park, Kyoung Mu Lee, and Sang Uk Lee, "A novel face recognition algorithm using graph-based matching," Proc. Int'l Conf. on Image Processing (ICIP), Sep. 2003.

[C29] M. S. Kwon , K. M. Lee and S. U. Lee, "Statistical error analysis for voxel coloring," Proc. Int'l Conf. on Image Processing(ICIP), Sep. 2003. [PDF]

[J16] B. W. Jeon, K. M. Lee and S. U. Lee, "Face detection using a 1-st order RCE classifier," J. Applied Signal Processing (JASP), vol. 2003, no. 9, pp. 878-889, Aug. 2003. [PDF]

[J15] I. K. Park, K. M. Lee and S. U. Lee, "Models and algorithms for efficient multiresolution topology estimation of measured 3-D range data," IEEE Trans. System, Man, and Cybernetics, part B: Cybernetics (SMC), vol 33, no. 4, pp. 706-711, Aug. 2003. [PDF]

[J14] B. G. Park, K. M. Lee, S. U. Lee, and J. H. Lee, "A model-based partial matching technique using the probabilistic analysis in the feature space," Computer Vision and Image Understanding, vol. 90, Issue 3, pp. 217-241, Jun. 2003.

[J13] B. S. Song, K. M. Lee, I. D. Yun, and S. U. Lee, "On the invariant properties among the 3D space features and 2D image features," J. Visual Communication and Image Representation, vol. 14, no. 1, pp. 1-21, Mar. 2003.



2002

[C28] B. W. Jeon, K. M. Lee and S. U. Lee, "Face Detection using 1st-Order RCE Classifier," Proc. Int'l Conf. on Image Processing(ICIP), Sep. 2002.

[C27] I. K. Park, K. M. Lee, J. Y. Jang and S. U. Lee, "Multiresolution topology estimation of 3D Range Data," Proc. 5th Asian Conf. on Computer Vision (ACCV), pp. 469-474, Jan. 2002. [PDF]

[C26] I. K. Park, K. M. Lee and S. U. Lee, "A New Shape Dissimilarity measuring technique between 3D Models Using Z-buffer and Surface Roving method," Proc. 6th Digital Image Computing Technique and Applications (DICTA) Conf., pp. 62-67, Jan. 2002. [PDF]

[J12] H. J. Song and K. M. Lee, "Adaptive rate control algorithms for low bit rate video under networks supporting bandwidth renegotiation," Signal Processing: Image Communication, vol. 17, no. 10, pp. 759-779, Nov. 2002. [PDF]

[J11] I. K. Park, K. M. Lee, and S. U. Lee, "Efficient measurement of shape dissimilarity between 3D models using Z-buffer and surface roving method," Journal of Applied Signal Processing (JASP), vol. 2002, no. 10, pp. 1127-1134, Oct. 2002. [PDF]



2001

[C25] H. R. Cho, K. M. Lee, and S. U. Lee, "A New Robust 3D Motion Estimation Under Perspective Projection," Proc. Int'l Conf. on Image Processing (ICIP), pp. 660-663, October, 2001. [PDF]

[C24] S. C. Kee, K. M. Lee, S. U. Lee, "Face recognition using multi-layer Face model," IEEE-EURASIP workshop on Nonlinear Signal and Image Processing (NSIP), 3-6 June, 2001.

[C23] S. H. Nam, S. W. Suk, S. B. Moon and K. M. Lee, "Obstacle recognition and localization for vacuum cleaning robot employing vision camera," Proc. of 32nd Int'l Symp. on Robotics(ISR), Apr. 19-21, 2001.

[C22] J. S. Ku, K. M. Lee and S. U. Lee, "A new general motion stereo technique," Proc. of 32nd Int'l Symp. on Robotics(ISR), Apr. 19-21, 2001.

[C21] H. J. Song and K. M. Lee, "Rate control algorithm for low-bit-rate video streaming under the network supporting bandwidth renegotiation", Proc. of Int'l Picture Coding Symposium (PCS), Apr. 25-27, 2001.

[C20] M. S. Kwon, K. M. Lee, S. U. Lee, "An Efficient Progressive Encoding Technique for Binary Voxel Model Using Pyramidal Approach," Proc. of Int'l Picture Coding Symposium(PCS), Apr. 25-27, 2001. [PDF]

[J10] B. S. Song, K. M. Lee, and S. U. Lee, "Model-based object recognition using geometric invariants of points and lines," Computer Vision and Image Understanding, vol. 84, no. 3, pp. 361-383, Dec. 2001. [PDF]

[J9] J. S. Ku, K. M. Lee, and S. U. Lee, "Multi-image matching for a general motion stereo camera model," Pattern Recognition, vol. 34, no. 9, pp. 1701-1712, Sep. 2001. [PDF]



~2000

[C19] B. W. Jeon, K. M. Lee and S. U. Lee, "Rotation invariant face detection using a model-based clustering algorithm," Proc. of Int'l Conf. on Multimedia and Exposition (ICME), July 30- Aug. 2, 2000.

[C18] I. K. Park, K. M. Lee and S. U. Lee, "Recognition and reconstruction of 3-D objects using model-based perceptual grouping," Proc. of Int'l Conf. on Pattern Recognition (ICPR), Oct. 2000. [PDF]

[C17] Bo Gun Park, Kyoung Mu Lee, and Sang Uk Lee, "A model based partial matching technique using eigenvector approach," Proc. Fourth Asian Conf. Computer Vision, pp. 765-770, January 2000.

[C16] I. K. Park, K. M. Lee and S. U. Lee, "Perceptual grouping of 3-D features in aerial image using decision tree classifier," Proc. Int'l Conf. Image Processing (ICIP), pp. 31-35, Oct. 1999. [PDF]

[C15] S. C. Kee, K. M. Lee and S. U. Lee, "Illumination invariant face recognition using photometric stereo," Proc. IAPR Workshop Machine Vision Applications (MVA), pp. 581-584, Nov. 17-19, 1998.

[C14] J. S. Ku, K. M. Lee and S. U. Lee, "Multi-image matching for a general translational motion stereo camera model," Proc. Int'l Conf. Image Processing (ICIP), Oct. 4-7, 1998. [PDF]

[C13] S. H. Park, K. M. Lee and S. U. Lee, "A qualitative matching technique based on an eigenvector approach," Proc. European Signal Processing Conference (EUSIPCO), pp. 415-418, Sept. 8-11, 1998.

[C12] K. M. Lee and C.-C. J. Kuo, "Direct shape from texture using parametric surface model and an adaptive filtering technique," Proc. Computer Vision and Pattern Recognition (CVPR), June 23-25,1998.

[C11] K. M. Lee and C.-C. J. Kuo, "Direct shape recovery of curved objects from texture information using adaptive filtering technique," Proc. Frontiers of Computer Vision (FCV), pp. 71-76, Jan. 1997.

[C10] K. M. Lee and C.-C. J. Kuo, "Direct shape recovery from texture information," Proc. Int'l Symp. Computer, Dec. 12-15, 1994.

[C9] K. M. Lee and C.-C. J. Kuo, "Robust solution of the generalized shape from shading problem," Proc. SIAM Annual Meeting, Aug. 25-29, 1994.

[C8] K. M. Lee and C.-C. J. Kuo, "Shape reconstruction by combining stereo and photometric ratio," Proc. SPIE: Technical Program on Applications of Digital Image Processing XVII, Aug. 24-29, 1994.

[C7] K. M. Lee and C.-C. J. Kuo, "Surface reconstruction based on texture variation," SIAM Int'l conf. Linear Algebra, Aug. 16-19, 1993.

[C6] K. M. Lee and C.-C. J. Kuo, "Unconstrained shape from shading," Proc. SPIE: Technical Program on Intelligent Robot and Computer Vision XII: Active Vision and 3-D Methods, Sep. 7-10, 1993.

[C5] K. M. Lee and C.-C. J. Kuo, "Direct surface reconstruction from textured images," Proc. SPIE: Technical Program on Geometric Methods in Computer Vision II, July 11-16, 1993.

[C4] K. M. Lee and C.-C. J. Kuo, "Shape reconstruction from shading with perspective projection," Proc. SPIE: Technical Program on Applications of Artificial Intelligence: Machine Vision and Robotics, Apr. 12-16, 1993.

[C3] K. M. Lee and C.-C. J. Kuo, "Shape from shading: nonlinear model analysis and robust algorithm," Proc. SIAM Annual Meeting, July 20-24, 1992.

[C2] K. M. Lee and C.-C. J. Kuo, "Robust shape reconstruction from combined shading and stereo information," Proc. SPIE: Technical Program on Image and Signal Processing, San Diego, California, July 19-24, 1992.

[C1] K. M. Lee and C.-C. J. Kuo, "Shape reconstruction from photometric stereo," Proc. Computer Vision and Pattern Recognition (CVPR), Champaign, Illinois, June 15-18,1992. [PDF]

[J8] S. C. Kee, K. M. Lee, and S. U. Lee, "Illumination invariant face recognition using photometric stereo," IEICE Trans. Information and Systems, vol. E83-D, no 7, pp.1466-1474, Jul. 2000. [PDF]

[J7] S. H. Park, K. M. Lee, and S. U. Lee, "A linear feature matching technique based on eigenvector approach," Computer Vision and Image Understanding, vol. 77, pp. 263-283, Mar. 2000. [PDF]

[J6] H. S. Yang, K. M. Lee, and S. U. Lee, "Recognition of 2D object contours using starting-point-independent wavelet matching," J. Visual Communication and Image Representation, vol. 9, no. 2, pp. 171-181, Jun. 1998.

[J5] K. M. Lee and C.-C. J. Kuo, "Shape from Shading with a Generalized Reflectance Map Model," Computer Vision and Image Understanding, vol. 67, No. 2, pp. 143-160, Aug. 1997. [PDF]

[J4] K. M. Lee and C.-C. J. Kuo, "Shape from photometric ratio and stereo," J. Visual Communication and Image Representation, vol. 7, no 2, pp. 155-162, Jun. 1996.

[J3] K. M. Lee and C.-C. J. Kuo, "Shape from shading with perspective projection," Computer Vision, Graphics, and Image Processing, vol. 59, no. 2, pp. 202-212, Mar. 1994. [PDF]

[J2] K. M. Lee and C.-C. J. Kuo, "Shape from shading with a linear triangular element surface model," IEEE Trans. Pattern Analysis and Machine Intelligence(TPAMI), vol. 15, no. 8, pp. 815-822, Aug. 1993. [PDF]

[J1] K. M. Lee and C.-C. J. Kuo, "Surface reconstruction from photometric stereo images," J. Optical Society Am. A, vol. 10, no. 5, pp. 855-868, May 1993.

In computer vision, the top three conferences (CVPR, ICCV, ECCV) are considered more important and have greater impact than most SCI journals. Oral presentations have an highly competitive acceptance rate of about 4% and poster presentations about 20%. According to the recent survey of CiteScholar, their impact factors are CVPR 5.97, ECCV 5.91, ICCV 5.05, which correspond to the top 4% - 7% of all computer science journals and conferences. Note that CVPR is the only conference proceedings listed in the top 100 publications in Google Scholar and is ranked No.1 in Computer Science and Electrical Engineering.
IEEE TPAMI and IJCV have among the highest ISI impact factors across all computer science categories. PAMI is one of the top ranked publication in IEEE and in all computer science journals.

컴퓨터비젼 분야에서는 CVPR, ICCV, ECCV의 3대 주요학술대회 논문 발표가 대다수의 SCI 저널 논문 발표보다 중요하게 평가됨. 이러한 3대 주요학회의 통상 논문 채택률은 23-28% 정도로 매우 경쟁이 심하고, 영향력(Impact Factor) 지수도 CVPR 5.97, ECCV 5.91, ICCV 5.05 로서 컴퓨터 분야의 모든 저널과 학술대회의 상위 4-7%에 해당됨.
특히 CVPR의 경우 Google Scholar의 영향력지수 상위 100대 출판물 중 유일한 학술대회 논문집 (83위)이며 Computer Science 및 Electrical Engineering 분야에서 가장 높은 영향력지수를 보이고 있음.
컴퓨터비젼 분야 저널의 경우, IEEE TPAMIIJCV 가 top 저널들이며, PAMI는 모든 IEEE 출판물, 그리고 Electrical Engineering 및 Artificial Intelligence 분야 출판물 중 가장 높은 영향력지수를 가지고 있는 저널 중 하나임.