International Publications




2017

[A7] Gyeongsik Moon, Ju Yong Chang, Yumin Suh, and KyoungMu Lee, "Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation", arXiv preprint arXiv:1706:04758, 2017. [arXiv]

[C131] Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, and KyoungMu 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 CVPR2017. (Challenge Winners) [PDF] [code]

[C130] Junho Cho, Sangdoo Yun, Kyoungmu 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 CVPR2017.

[A6] Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, and Michael Hirsch, "Online Video Deblurring via Dynamic Temporal Blending Network ", arXiv preprint arXiv:1704.03285, 2017. [arXiv]

[A5] 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 (PAMI), in revision.

[A4] 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 (PAMI), accepted. ( arXiv preprint arXiv:1603.04265, 2016) [arXiv]

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

[C129] 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]

[A3] Ju Yong Chang and Kyoung Mu Lee, "2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation", arXiv preprint avXiv:1704.03986, 2017. [arXiv]

2016

[A2] 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]

[A1] Tae Hyun Kim, Seungjun Nah, and Kyoung Mu Lee, "Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model.", arXiv preprint arXiv:1603.04265, 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) [Project Page] [PDF]

[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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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 (PAMI), 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(PAMI), 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.