Publication [Back to the main page]
2023
- Geeho Kim, Junoh Kang, and Bohyung Han, Open-Set Representation Learning through Combinatorial Embedding, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- Dongwan Kim and Bohyung Han, On the Stability-Plasticity Dilemma of Class-Incremental Learning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- Jaeyoo Park and Bohyung Han, Multi-Modal Representation Learning with Text-Driven Soft Masks, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- Minsoo Kang, Doyup Lee, Jiseob Kim, Saehoon Kim, and Bohyung Han, Variational Distribution Learning for Unsupervised Text-to-Image Generation, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- Jonghyeon Seon, Jaedong Hwang, Jonghwan Mun, and Bohyung Han, Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023
- Doosoo Chang and Bohyung Han, Knowledge-Based Visual Context-Aware Framework for Applications in Robotic Services, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshop, 2023
2022
- Jinyoung Choi and Bohyung Han, MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators, Advances in Neural Information Processing Systems (NeurIPS), New Orleans, LA, USA, 2022
- 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), New Orleans, LA, USA, 2022
- 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), New Orleans, LA, USA, 2022
- 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, 89, 2022
- Minji Kim*, Seungkwan Lee*, Jungseul Ok, Bohyung Han, and Minsu Cho, Towards Sequence-Level Training for Visual Tracking, European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022
- 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, European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022 [Project]
- Mijeong Kim, Sanghyeok Chu, and Bohyung Han, Beyond Homography: Nonparametric Image Alignment via Graph Convolutional Networks, Machine Vision and Applications, 33 (89), 2022
- Jinkyu Kim*, Geeho Kim*, and Bohyung Han, Multi-Level Branched Regularization for Federated Learning, International Conference on Machine Learning (ICML), Baltimore, MD, USA, 2022 (* equal contribution)
- Ilchae Jung, Minji Kim, Eunhyeok Park, and Bohyung Han, Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking, International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022
- Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, and Bohyung Han, Pooling Revisited: Your Receptive Field is Suboptimal, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022
- Minsoo Kang, Jaeyoo Park, and Bohyung Han, Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA 2022 Oral presentation
- 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, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA 2022
- Mijeong Kim, Seonguk Seo, and Bohyung Han, InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022 [project]
- Seonguk Seo, Joon-Young Lee, and Bohyung Han, Learning Debiased Representations with Pseudo-Attributes, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022
- Seonguk Seo, Joon-Young Lee, and Bohyung Han, Information-Theoretic Bias Reduction via Causal View of Spurious Correlation, The Thirty-sixth AAAI Conference (AAAI), Online, 2022
2021
- 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), Online, 2021
- Sanghyeok Chu, Dongwan Kim, and Bohyung Han, Learning Debiased and Disentangled Representations for Semantic Segmentation, Advances in Neural Information Processing Systems (NeurIPS), Online, 2021
- Myungseo Song, Jinyoung Choi, and Bohyung Han, Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform, International Conference on Computer Vision (ICCV), Online, 2021
- Jaeyoo Park, Minsoo Kang, and Bohyung Han, Class-Incremental Learning for Action Recognition in Videos, International Conference on Computer Vision (ICCV), Online, 2021
- Jaehyoung Yoo, Dongwook Lee, Changyong Son, Sangil Jung, ByungIn Yoo, Changkyu Choi, Jae-Joon Han, and Bohyung Han, RaScaNet: Learning Tiny Models by Raster-Scanning Images, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021
- Seungmin Lee*, Dongwan Kim*, and Bohyung Han, CoSMo: Content-Style Modulation for Image Retrieval with Text Feedback, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021
- Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, and Bohyung Han, Exemplar-Based Open-Set Panoptic Segmentation Network, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021
- Jaedong Hwang, Seohyun Kim, Jeany Son, Bohyung Han, Weakly Supervised Instance Segmentation by Deep Community Learning, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Online, 2021
2020
- Seohyun Kim, Jaeyoo Park, Bohyung Han, Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud, Advances in Neural Information Processing Systems (NeurIPS), Online, 2020
- Jaeyoo Park, Junha Kim, Bohyung Han, Learning to Adapt to Unseen Abnormal Activities Under Weak Supervision, Asian Conference on Computer Vision (ACCV), Online, 2020
- Jinyoung Choi and Bohyung Han, Task-Aware Quantization Network for JPEG Image Compression, European Conference on Computer Vision (ECCV), Online, 2020
- Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jong-Woo Han, and Bohyung Han, Learning to Optimize Domain Specific Normalization for Domain Generalization, European Conference on Computer Vision (ECCV), Online, 2020
- Seonguk Seo, Joon-Young Lee, and Bohyung Han, URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark, European Conference on Computer Vision (ECCV), Online, 2020
- Tackgeun You and Bohyung Han, Traffic Accident Benchmark for Causality Recognition, European Conference on Computer Vision (ECCV), Online, 2020
- Minsoo Kang and Bohyung Han, Operation-Aware Soft Channel Pruning using Differentiable Masks, International Conference on Machine Learning (ICML), Online 2020
- Heung-Chang Lee, Do-Guk Kim, Bohyung Han, Efficient Decoupled Neural Architecture Search by Structure And Operation Sampling, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Online, 2020
- Jonghwan Mun, Minsu Cho, and Bohyung Han, Local-Global Video-Text Interactions for Temporal Grounding, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2020
- Minsoo Kang*, Jonghwan Mun*, and Bohyung Han, Towards Oracle Knowledge Distillation with Neural Architecture Search, The Thirty-fourth AAAI Conference (AAAI), New York, NY, USA, 2020
- Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, and Radu Soricut, Reinforcing an Image Caption Generator Using Off-Line Human Feedback, The Thirty-fourth AAAI Conference (AAAI), New York, NY, USA, 2020
- 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, The Thirty-fourth AAAI Conference (AAAI), New York, NY, USA, 2020
- Myungsub Choi, Heewon Kim, Ning Xu, Bohyung Han, and Kyoung Mu Lee, Channel Attention Is All You Need for Video Frame Interpolation, The Thirty-fourth AAAI Conference (AAAI), New York, NY, USA, 2020
- Ruotian Luo, Ning Zhang, Bohyung Han, and Linjie Yang, Context-Aware Zero-Shot Recognition, The Thirty-fourth AAAI Conference (AAAI), New York, NY, USA, 2020
2019
- Paul Hongsuck Seo, Geeho Kim, Bohyung Han, Combinatorial Inference against Label Noise, Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2019
- Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho, Regularizing Neural Networks via Stochastic Branch Layers, in ACML 2019
- Dongmin Park, Seokil Hong, Bohyung Han, Kyoung Mu Lee, Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation, International Conference on Computer Vision (ICCV), Seoul, Korea, 2019
- Seonguk Seo*, Paul Hongsuck Seo*, Bohyung Han, Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019 (* indicates equal contribution.)
- Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han, Streamlined Dense Video Captioning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019 Oral presentation
- Hyunwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han, Transfer Learning via Unsupervised Task Discovery for Visual Question Answering, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019
- Woong-Gi Chang*, Tackgeun You*, Seonguk Seo*, Suha Kwak, Bohyung Han, Domain Specific Batch Normalization for Unsupervised Domain Adaptation, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019 (* indicates equal contribution.)
- Yumin Suh, Bohyung Han, Wonsik Kim, and Kyoung Mu Lee, Stochastic Class-based Hard Example Mining for Deep Metric Learning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019
2018
- Jonghwan Mun, Kimin Lee, Jinwoo Shin, Bohyung Han, Learning to Specialize with Knowledge Distillation for Visual Question Answering, Advances in Neural Information Processing Systems (NeurIPS), Montreal, Canada, 2018
- Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han, Forget & Diversify: Regularized Refinement for Weakly Supervised Object Detection, Asian Conference on Computer Vision (ACCV), Perth, Australia, 2018 Oral presentation
- Ilchae Jung, Jeany Son, Mooyeol Baek, and Bohyung Han, Real-Time MDNet, European Conference on Computer Vision (ECCV), Munich, Germany, 2018
- Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han, CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps, European Conference on Computer Vision (ECCV), Munich, Germany, 2018
- Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho, Attentive Semantic Alignment using Offset-Aware Correlation Kernels, European Conference on Computer Vision (ECCV), Munich, Germany, 2018
- Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han, Progressive Attention Networks for Visual Attribute Prediction, British Machine Vision Conference (BMVC), New Castle, UK, 2018
- Phuc Nguyen*, Ting Liu*, Gautam Prasad, and Bohyung Han, Weakly Supervised Action Localization by Sparse Temporal Pooling Network, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018 (* indicates equal contribution.)
- Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, and Hee-Kap Ahn, Product Quantized Translation for Fast Nearest Neighbor Search, The Thirty-second AAAI Conference (AAAI), New Orleans, LA, USA, 2018
2017
- Hyeonwoo Noh, Tackgeun You, Jonghwan Mun, and Bohyung Han, Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization, Advances in Neural Information Processing Systems (NIPS), Long Beach, CA, USA, 2017
- Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, and Leonid Sigal, Visual Reference Resolution using Attention Memory for Visual Dialog, Advances in Neural Information Processing Systems (NIPS), Long Beach, CA, USA, 2017
- Seunghoon Hong, Suha Kwak, and Bohyung Han, Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision. IEEE Signal Processing Magazine, 34(6), 39-49, 2017
- Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, and Bohyung Han, Large-Scale Image Retrieval with Attentive Deep Local Features, International Conference on Computer Vision (ICCV), Venice, Italy, 2017 [Project page]
- Jonghwan Mun*, Paul Hongsuck Seo*, Ilchae Jung, and Bohyung Han, MarioQA: Answering Questions by Watching Gameplay Videos, International Conference on Computer Vision (ICCV), Venice, Italy, 2017 [Project page]
- Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, and Bohyung Han, Weakly Supervised Semantic Segmentation using Web-Crawled Videos, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017 Spotlight presentation
- Bohyung Han, Jack Sim, and Hartwig Adam, BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017 [Poster, Results]
- Jeany Son, Mooyeol Baek, Minsu Cho, and Bohyung Han, Multi-Object Tracking with Quadruplet Convolutional Neural Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017
- Donghun Yeo, Jeany Son, Bohyung Han, and Joon H. Han, Superpixel-based Tracking-by-Segmentation using Markov Chains, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017
- Jaehyeong Cho, Jae-Pil Heo, Taeyoung Kim, Bohyung Han, and Sung-Eui Yoon, Rank-based Voting with Inclusion Relationship for Accurate Image Search, The Visual Computer 33(6), 2017 (Special Issue for Computer Graphics International 2017)
- Kayoung Park, Seunghoon Hong, Mooyeol Baek, and Bohyung Han, Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking, IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, CA, 2017
- Suha Kwak, Seunghoon Hong, and Bohyung Han, Weakly Supervised Semantic Segmentation using Superpixel Pooling Network, The Thirty-first AAAI Conference (AAAI), San Francisco, CA, USA, 2017 Oral presentation
- Jonghwan Mun, Minsu Cho, and Bohyung Han, Text-Guided Attention Model for Image Captioning, The Thirty-first AAAI Conference (AAAI), San Francisco, CA, USA, 2017 Oral presentation
2016
- Jaebong Lee, Bohyung Han, and Seungmoon Choi, Interactive Motion Effects Design for a Moving Object in 4D Films, ACM Symposium on Virtual Reality Software and Technology (VRST), Munich, Germany, 2016
- Jaebong Lee, Bohyung Han, and Seungmoon Choi, Motion Effects Synthesis for 4D Films, IEEE Transations on Visualization and Computer Graphics, 22(10), 2300-2314, 2016
- Seunghoon Hong, Jonghyun Choi, Jan Feyereisl, Bohyung Han, and Larry S. Davis, Joint Image Clustering and Labeling by Matrix Factorization, IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(7), 1411-1424, 2016
- Hyeonseob Nam*, Mooyeol Baek*, and Bohyung Han, Modeling and Propagating CNNs in a Tree Structure for Visual Tracking, arXiv:1608.07242, 2016 The Winner of VOT 2016 Challenge
- Hyeonwoo Noh, Paul Hongsuck Seo, and Bohyung Han, Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016 Oral presentation [Project page]
- Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi, Learning to Select Pre-trained Deep Representations with Bayesian Evidence Framework, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016 Oral presentation
- Seunghoon Hong, Junhyuk Oh, Bohyung Han, and Honglak Lee, Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016 Spotlight presentation [Project page]
- Hyeonseob Nam and Bohyung Han, Learning Multi-Domain Convolutional Neural Networks for Visual Tracking, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016 The winner of VOT2015 challenge [Project page]
- Donghun Yeo, Bohyung Han, and Joon H. Han, Unsupervised Co-activity Detection from Multiple Videos Using Absorbing Markov Chain, The Thirtieth AAAI Conference (AAAI), Phoenix, AZ, USA, 2016
2015
- Seunghoon Hong*, Hyeonwoo Noh*, and Bohyung Han, Decoupled Deep Neural Network for Semi-Supervised Semantic Segmentation, Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, 2015 Spotlight presentation (* indicates equal contribution.) [Project page]
- Hyeonwoo Noh, Seunghoon Hong, and Bohyung Han, Learning Deconvolution Network for Semantic Segmentation, International Conference on Computer Vision (ICCV), Santiago, chile, 2015 [Project page]
- Jeany Son, Ilchae Jung, Kayoung Park, and Bohyung Han, Tracking-by-Segmentation with Online Gradient Boosting Decision Tree, International Conference on Computer Vision (ICCV), Santiago, Chile, 2015 [Project page]
- Seunghoon Hong, Tackgeun You, Suha Kwak, and Bohyung Han, Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network, International Conference on Machine Learning (ICML), Lille, France, 2015 [Project page]
- Bohyung Han and Jihun Hamm, Qualitative Tracking Performance Evaluation without Ground-Truth, IEEE Winter Conference on Applications of Computer Vision (WACV), Big Island, HI, 2015
- Ahra Jo, Gil-Jin Jang, and Bohyung Han, Occlusion Detection using Horizontally Segmented Windows for Vehicle Tracking, Multimedia Tools and Applications, 74(1), 227-243, 2015
2014
- Jan Feyereisl, Suha Kwak, Jeany Son, and Bohyung Han, Object Localization based on Structural SVM using Privileged Information, Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, 2014
- Seunghoon Hong and Bohyung Han, Visual Tracking by Sampling Tree-Structured Graphical Models, European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014 Oral presentation [Project page]
- Hyeonseob Nam, Seunghoon Hong, and Bohyung Han, Online Graph-Based Tracking, European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014 [Project page]
- Jongwoo Lim and Bohyung Han, Generalized Background Subtraction using Superpixels with Label Integrated Motion Estimation, European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014 [Code]
- Suha Kwak, Bohyung Han, and Joon H. Han, Online Video Event Detection by Constraint Flow, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 26(6), 1174-1186, 2014
- Woonhyun Nam, Bohyung Han, and Joon H. Han, Macrofeature Layout Selection for Pedestrian Localization and Its Acceleration Using GPU, Computer Vision and Image Understanding, Vol. 120(3), 46-58, 2014
2013
- Seunghoon Hong, Suha Kwak, and Bohyung Han, Orderless Tracking through Model-Averaged Posterior Estimation, International Conference on Computer Vision (ICCV), Sydney, Australia, 2013 Oral presentation [Project page]
- Taegyu Lim, Seunghoon Hong, Bohyung Han, and Joon H. Han, Joint Segmentation and Pose Tracking of Human in Natural Videos, International Conference on Computer Vision (ICCV), Sydney, Australia, 2013 [Dataset]
- Suha Kwak, Bohyung Han, and Joon H. Han, Multi-Agent Event Detection: Localization and Role Assignment, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013
2012
- Suna Kim, Suha Kwak, Jan Feyereisl, and Bohyung Han, Online Multi-Target Tracking by Large Margin Structured Learning, Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 2012
- Sungwon Lee, Boeun Kim, Bongshin Lee, Bohyoung Kim, Bohyung Han, Nina K. Anderson, Richard A. Bruun, Stephen Shusterman, and Jinwook Seo, FaceReview: Supporting Interactive Exploration of Linked Heterogeneous Datasets for Unilateral Cleft Lip and Palate, AMIA 2012 Annual Symposium, Chicago, IL, 2012
- Hyeonwoo Noh and Bohyung Han, Seam Carving with Forward Gradient Difference Maps, ACM Multimedia (MM), Nara, Japan, 2012 (short paper)
- Juho Lee, Suha Kwak, Bohyung Han, and Seungjin Choi, On-line Video Segmentation by Bayesian Split-Merge Clustering, European Conference on Computer Vision (ECCV), Firenze, Italy, 2012
- Yoonho Hwang, Bohyung Han, and Hee-Kap Ahn, A Fast Nearest Neighbor Search Algorithm by Nonlinear Embedding, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, 2012 [Project Page]
- Bohyung Han and Larry Davis, Density-Based Multi-Feature Background Subtraction with Support Vector Machine, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34(5), 1017-1023, 2012
- Taegyu Lim, Bohyung Han, and Joon H. Han, Modeling and Segmentation of Floating Foreground and Background in Videos, Pattern Recognition, Vol. 45(4), 1696-1706, 2012
2011
- Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, and Joon H. Han, Generalized Background Subtraction based on Hybrid Inference by Belief Propagation and Bayesian Filtering, International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011 [Project Page]
- Suha Kwak, Woonhyun Nam, Bohyung Han, and Joon H. Han, Learning Occlusion with Likelihoods for Visual Tracking, International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011 [Project Page]
- Woonhyun Nam, Bohyung Han, and Joon H. Han, Improving Object Localization Using Macrofeature Layout Selection, IEEE Int’l Workshop on Visual Surveillance in conjunction with ICCV, Barcelona, Spain, 2011 [Video]
- Changkyu Song, Jeany Son, Suha Kwak, and Bohyung Han, Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking, British Machine Vision Conference (BMVC), Dundee, UK, 2011
- Suha Kwak, Bohyung Han, and Joon H. Han, Scenario-Based Video Event Recognition by Constraint Flow, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, USA, 2011 [Project page (with code and dataset)]
- Bohyung Han, Jihun Hamm, and Jack Sim, Personalized Video Summarization with Human in the Loop, IEEE Workshop on Applications of Computer Vision (WACV), Kona, HI, USA, 2011
- Bohyung Han, Seong-Wook Joo and Larry Davis, Multi-Camera Tracking with Adaptive Resource Allocation, Int’l Journal of Computer Vision, Vol. 91(1), 45-58, 2011
2010 or Earlier
- Juan Carlos Niebles, Bohyung Han, and Li Fei-Fei, Efficient Extraction of Human Motion Volumes by Tracking, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, USA, 2010
- Bohyung Han, Ying Zhu, Dorin Comaniciu, and Larry Davis, Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31(5), 919-930, 2009
- Bohyung Han and Larry Davis, Probabilistic Fusion-Based Parameter Estimation for Visual Tracking, Computer Vision and Image Understanding, Vol. 113(4), 435-445, 2009
- Juan Carlos Niebles, Bohyung Han, Andras Ferencz, and Li Fei-Fei, Extracting Moving People from Internet Videos, European Conference on Computer Vision (ECCV), Marseille, France, 2008, [Project page]
- Bohyung Han, Dorin Comaniciu, Ying Zhu, and Larry Davis, Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30(7), 1186-1197, 2008
- Bohyung Han and Ramesh Jain, Real-Time Subspace-Based Background Subtraction Using Multi-Channel Data, International Symposium on Visual Computing (ISVC), Lake Tahoe, USA, 2007 Oral presentation
- Bohyung Han, Seong-Wook Joo, and Larry Davis, Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering, International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, 2007
- Bohyung Han and Larry Davis, Semi-Parametric Model-Based Clustering for DNA Microarray Data, International Conference on Pattern Recognition (ICPR), Hong Kong, China, 2006
- Bohyung Han and Larry Davis, On-Line Density-Based Appearance Modeling for Object Tracking, International Conference on Computer vision (ICCV), Beijing, China, 2005 Oral presentation
- Bohyung Han and Larry Davis, Robust Observations for Object Tracking, International Conference on Image Processing (ICIP), Genova, Italy, 2005
- Bohyung Han, Ying Zhu, Dorin Comaniciu, and Larry Davis, Kernel-Based Bayesian Filtering for Object Tracking, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, USA, 2005
- Bohyung Han and Larry Davis, Object Tracking by Adaptive Feature Extraction, International Conference on Image Processing (ICIP), Singapore, 2004
- Bohyung Han, Dorin Comaniciu, Ying Zhu, and Larry Davis, Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Washington DC, USA, 2004
- Bohyung Han, Dorin Comaniciu, and Larry Davis, Sequential Kernel Density Approximation through Mode Propagation: Applications to Background Modeling, Asian Conference on Computer Vision (ACCV), Jeju Island, Korea, 2004 Oral presentation
- Seungjoon Lee, Bohyung Han, and Minho Shin, Robust Routing in Wireless Ad-Hoc Networks, IEEE International Workshop on Ad-Hoc Networking (IWAHN) in conjunction with ICPP, Vancouver, Canada, 2002