1989

Ph.D. in Computer Science, Korea Advanced Institute of Science and Technology

1986

M.S. in Computer Science, Korea Advanced Institute of Science and Technology

1984

B.S. in Computer Science and Statistics, Seoul National University

2015 - 2016

Visiting Professor

Max-Planck Institute for Biological Cybernetics

2013 - 2017

Director

BK21 Plus Global Leader Development Division in Brain Engineering

2011 - 2015

Director

Brain Imaging Center, Korea University

2010 - 2014

Review Board

National Research Foundation

2010 -

Fellow

IEEE

2009 -

Fellow

Korean Academy of Science and Technology

2009 -

Hyundai-Kia Motor Chair Professor

Korea University

2009 -

Chairman

Department of Brain and Cognitive Engineering, Korea University

2009 - 2011

Chairman

Interdisciplinary Major in Brain and Cognitive Sciences, Korea University

2008 -

Member of Scientific Investigation Council

Supreme Prosecutors’ Office

2008 - 2013

Director

Institute for Brain and Cognitive Engineering, Korea University

2008 - 2013

Director

WCU Division in Brain and Cognitive Engineering

2006 - 2008

Deputy Dean

Graduate School of Computer and Information Technology, Korea University

2003 - 2010

Chairman

Interdisciplinary Graduate Program in Bioinformatics, Korea University

2001 -

Professor

Division of Computer and Communications Engineering, Korea University

2001 - 2002

Visiting Professor

Department of Brain and Cognitive Sciences, MIT

1999 - 2001

Chairman

Department of Computer Science and Engineering, Korea University

1998 -

Fellow

International Association for Pattern Recognition

1997 - 2008

Director

Center for Artificial Vision Research, Korea University

1996 - 1999

Chairman

Interdisciplinary Graduate Program in Visual Information Processing, Korea University

1995 - 2001

Associate Professor

Department of Computer Science & Engineering, Korea University

1989 - 1995

Assistant Professor

Department of Computer Science, Chungbuk National University

1989 - 1990

Post-Doctoral Fellow

Center for Pattern Recognition and Machine Intelligence, Concordia University

1987 - 1987

Visiting Researcher

Pattern Recognition Group, Delft University of Technology

2018

Seoktap Research Excellence Award

Korea University

2017

Seoktap Research Excellence Award

Korea University

2017-

President

Brain Engineering Society of Korea

2017-

President

Korean Association for Artificial Intelligence

2016

Outstanding Research Award

Microsoft Research Japan-Korea Academic Day

2016

Seoktap Research Excellence Award

Korea University

2015

Outstanding Research Award

Microsoft Research Korea-Japan Academic Day

2015 - 2017

President

Artificial Intelligence Society of Korean Institute of Information Scientists and Engineers

2013

Outstanding Contribution Award

IEEE Systems, Man, and Cybernetics Society

2013

Kahun Academic Excellence Award

Korean Institute of Information Scientists and Engineers

2013 -

Chair

TC on Brain-Machine Interface Systems, IEEE SMC Society

2013 - 2015

Vice President

Korean Society for Artificial Intelligence

2013 - 2014

Vice President

Korean Institute of Information Scientists and Engineers

2013

Outstanding Contribution Award

Ministry of Education, Science and Technology

2013 - 2014

President

Korean Society for Cognitive Science

2012 - 2017

Vice President

Korean Society for Brain Engineering

2012

Scientist of the Month Award

Ministry of Education, Science and Technology

2011 - 2013

Vice President(Conferences and Meetings)

IEEE Systems, Man, and Cybernetics Society

2011

Lotfi Zadeh Best Paper Award

2011 IEEE International Conference on Machine Learning and Cybernetics

2011 - 2012

Vice President

Korean Society for Cognitive Science

2010 - 2015

Distinguished Lecturer

IEEE Systems, Man, and Cybernetics Society

2010 -

Fellow

IEEE

2009 -

Fellow

Korean Academy of Science and Technology

2009

Outstanding Contribution Award

2009 IEEE International Conference on Machine Learning and Cybernetics

2009

Outstanding Research Award

College of Information and Communication, Korea University

2009-

Hyundai-Kia Motor Chair Professor

Korea University

2008

Outstanding Contribution Award

2008 IEEE International Conference on Machine Learning and Cybernetics

2008

Distinguished Publication Contribution Award

Korea Information Science Society

2008 - 2010

Board of Governors

IEEE Systems, Man, and Cybernetics Society

2007 -

Chairman

IEEE Systems, Man, and Cybernetics Society Korea Chapter

2003 - 2009

Associate Member

Korean Academy of Science and Technology

2003

Outstanding Contribution Award

Korea Information Science Society

2002

Best Paper Presentation Award

Korea Information Science Society

2001

Yonam Foreign Research Scholar Award

LG Yonam Foundation

2000 - 2002

Chairman

SIG on Computer Vision and Pattern Recognition of Korea Information Science Society

2000

Outstanding Achievement Award

2000 International Conference on Neural Information Processing

2000

25th Annual Pattern Recognition Society Award

Pattern Recognition Society

2000

Outstanding Contribution Award

Korea Information Science Society

1998 - 2000

Chairman

TC-11 of International Association for Pattern Recognition

1998 -

Governing Board Member

Korean Brain Society

1998 -

Fellow

International Association for Pattern Recognition

1997 - 1999

Chairman

SIG on Neuro-Computing of Korea Information Science Society

1997 - 2004

Creative Research Initiatives Award

Ministry of Science and Technology, Korea

1996 -

Governing Board Member

International Association for Pattern Recognition

1996 -

Governing Board Member

Oriental Languages Computing Society

1996 - 2000

Governing Board Member

SIG on HCI of Korea Information Science Society

1996

Senior Member

IEEE Computer Society

1996

Outstanding Scholar Award

Korea Information Science Society

1995 - 1997

Vice-Chair

SIG on Neuro-Computing of Korea Information Science Society

1995 - 1997

Vice-Chair

SIG on Computer Vision and Pattern Recognition of Korea Information Science Society

1994

Best Research Faculty Award

Chungbuk National University

1993

Outstanding Young Researcher Award

2nd International Conference on Document Analysis and Recognition

1992 - 1998

Governing Board Member

SIG on Korean Language Computing of Korea Information Science Society

1991 - 2000

Governing Board Member

SIG on Artificial Intelligence of Korea Information Science Society

1986

Graduate Student Best Paper Award

Korea Information Science Society

2010 -

Advisory Editorial Board Member

Paladyn: Journal of Behavioral Robotics

2010 -

Area Editor

Pattern Recognition Journal

2010 -

Associate Editor

IEEE Trans. on Affective Computing

2010 -

Associate Editor

ACM Trans. on Applied Perception

2009 -

Associate Editor

Image and Vision Computing Journal

2006 - 2008

Editor-in-Chief

Journal of Korea Information Science Society: Software and Applications

2002 - 2009

Associate Editor

International Journal on Document Analysis and Recognition

2000 -

Associate Editor

International Journal of Image and Graphics

1999 - 2001

Editor-in-Chief

Journal of Korean Cognitive Science Society

1998 - 2002

Co-Editor-in-Chief

International Journal on Document Analysis and Recognition

1997 - 2010

Associate Editor

Pattern Recognition Journal

1996 -

Associate Editor

International Journal of Pattern Recognition and Artificial Intelligence

1996 - 2006

Associate Editor

International Journal of Computer Processing of Oriental Languages

– N.-G. Cho, A. Yuille, and S.-W. Lee,  "A Novel Linelet-based Representation for Line Segment Detection,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 40, No. 5, 2018, pp. 1195-1208.  

– K.-H. Thung, P.-T. Yap, E. Adeli, S.-W. Lee, D. Shen,  "Conversion and Time-to-Conversion Predictions of Mild Cognitive Impairment using Low-Rank Affinity Pursuit Denoising and Matrix Completion,"  Medical Image Analysis,  vol.45, 2018, pp. 68-82.  

– M.-H. Lee, J. Williamson, D.-O. Won, S. Fazli and S.-W. Lee,  "A High Performance Spelling System based on EEG-EOG Signals with Visual Feedback,"  IEEE Transactions on Neural Systems and Rehabilitation Engineering,  2018. (Accepted)  

– H. Huang, J. Lu, J. Wu, Z. Ding, Shuda Chen, L. Duan, J.-L. Cui, F. Chen, D.-Z. Kang, L. Qi, W. Qiu, S.-W. Lee, S. Qiu, D. Shen, Y.-F. Zang, H. Zhang,  "Tumor Tissue Detection using Blood-Oxygen-Level-Dependent Functional MRI based on Independent Component Analysis,"  Scientific Reports,  Vol. 8, Issue 1, 2018, article 1223.  

– Z. Wu, Y. Guo, S.- H. Park, Y. Gao, P. Dong, S.-W. Lee, D. Shen,  "Robust Brain ROI Segmentation by Deformation Regression and Deformable Shape Model,"  Medical Image Analysis,  Vol. 43, 2018, pp. 198-213.  

– P.-S. Kim, D.-G. Lee, S.-W. Lee,  "Discriminative Context Learning with Gated Recurrent Unit for Group Activity Recognition,"  Pattern Recognition,  Vol. 76, 2018, pp. 149-161.  

– D.-O. Won, H.-J. Hwang, D.-M. Kim, K.-R. Müller, and S.-W. Lee,  "Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces,"  IEEE Trans. on Neural Systems & Rehabilitation Engineering,  Vol. 26, Issue 2, 2018, pp. 334-343.  

– M. Lee, R. D. Sanders, S.-K. Yeom, D.-O. Won, K.-S. Seo, H. J. Kim, G. Tononi, and S.-W. Lee,  "Network Properties in Transitions of Consciousness during Propofol-Induced Sedation,"  Scientific Reports,  Vol. 7, Issue 1, 2017, article 16791.  

– Y. Zhang, H. Zhang, X. Chen, S.-W. Lee, D. Shen,  "Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis,"  Scientific Reports,  Vol. 7, Issue 1, 2017, article 6530.  

– X. Chen, H. Zhang, S.-W. Lee, D. Shen,  "Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification,"  Neuroinformatics,  Vol. 15, Issue 3, 2017, pp. 271-284.  

– S.-K. Yeom, D.-O. Won, S.-I. Chi, K.-S. Seo, H.- J. Kim, K.-R. Müller, and S.-W. Lee,  "Spatio-temporal Dynamics of Multimodal EEG-fNIRS Signals in the Loss and Recovery of Consciousness under Sedation using Midazolam and Propofol,"  PLOS ONE,  Vol. 12, Issue 11, 2017, pp. 1-22.  

– T.-E. Kam, H.-I. Suk, and S.-W. Lee,  "Multiple Functional Networks Modeling for Autism Spectrum Disorder Diagnosis,"  Human Brain Mapping,  Vol. 38, Issue 11, 2017, pp. 5804-5821.  

– X. Zhu, H.-I. Suk, S.-W. Lee, and D. Shen,  "Discriminative Self-Representation Sparse Regression for Neuroimaging-based Alzheimer’s Disease Diagnosis,"  Brain Imaging and Behavior,  2017, pp. 1-14.  

– X. Chen, H. Zhang, L. Zhang, C. Shen, S.-W. Lee, and D. Shen,  "Extraction of Dynamic Functional Connectivity from Brain Grey Matter and White Matter for MCI Classification,"  Human Brain Mapping,  Vol. 38, Issue 10, 2017, pp. 5019-5034.  

– N.-G. Cho, S.-H. Park, J.-S. Park, U.-S. Park, and S.-W. Lee,  "Compositional Interaction Descriptor for Human Interaction Recognition," Neurocomputing,  Vol. 267, 2017, pp. 169-181.  

– S.-H. Kim, L. Li, F. Christos, H.-J. Yang, and S.-W. Lee,  "DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data," Journal of Information Science & Engineering,  Vol. 33, Issue 2, 2017, pp. 517-536.  

– B.-K. Min, H.-I. Suk, M.-H. Ahn, M.-H. Lee, and S.-W. Lee,  "Individual Identification using Cognitive Electroencephalographic Neurodynamics," IEEE Trans. on Information Forensics & Security,  Vol. 12, Issue 9, 2017, pp. 2159-2167.  

– L. An, E. Adeli, M. Liu, J. Zhang, S.-W. Lee, D. Shen,  "A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer’s Disease Diagnosis,"  Scientific Reports,  2017, article 45269.  

– X. Zhu, H.-I. Suk, L. Wang, S.-W. Lee, and D. Shen,  "A Novel Relational Regularization Feature Selection Method for Joint Regression and Classification in AD Diagnosis,"  Medical Image Analysis,  Vol. 38, 2017, pp. 205-214.  

– J.-H. Yoo, S.-W. Lee, S.-K. Park, and D.-H. Kim,  "A Robust Lane Detection Method Based on Vanishing Point Estimation Using the Relevance of Line Segments,"  IEEE Trans. on Intelligent Transportation Systems,  Vol. 19, No. 12, 2017, pp. 3254 - 3266.  

– N.-S. Kwak, K. Muller, and S.-W. Lee,  "A Convolutional Neural Network for Steady State Visual Evoked Potential Classification under Ambulatory Environment,"  PLOS One,  Vol. 12, No. 2, 2017, article 0172578.  

– S.-H. Kim, H.-J. Yang, and S.-W. Lee,  "FitMine: Automatic Mining for Time-evolving Signals of Cardiotocography Monitoring,"  Data Mining and Knowledge Discovery,  Vol. 34, Issue 4, 2017, pp. 909-933.  

– W. Jiang, F. Shi, H. Liu, G. Li, Z. Ding, H. Shen, C. Shen, S.-W. Lee, D. Hu, W. Wang, and D. Shen,  "Reduced White Matter Integrity in Antisocial Personality Disorder: A Diffusion Tensor Imaging Study,"  Scientific Reports,  2017, article 43002.  

– H.-I. Suk, S.-W. Lee and D. Shen,  "Deep Ensemble Learning of Sparse Regression Models for Brain Disease Diagnosis,"  Medical Image Analysis,  Vol. 37, 2017, pp. 101-113.  

– J.-H. Jhong, J.-Y. Koo, and S.-W. Lee,  "Penalized B-Spline Estimator for Regression Functions using Total Variation Penalty,"  Journal of Statistical Planning and Inference,  Vol. 184, 2017, pp. 77-93.  

– M.-C. Roh, D. Kang, S.-J. Huh, and S.-W. Lee,  "A Virtual Mouse Interface with A Two-Layered Bayesian Network,"  Multimedia Tools and Applications,  Vol. 76, 2017, pp. 1615-1638.  

– W. Jiang, G. Li, H. Liu, F. Shi, T. Wang, C. Shen, H. Shen, S.-W. Lee, D. Hu, W. Wang, D. Shen,  "Reduced Cortical Thickness and Increased Surface Area in Antisocial Personality Disorder,"  Neuroscience,  Vol. 337, 2016, pp. 143-152.  

– S.-H. Kim, C. Faloutsos, H.-J. Yang, and S.-W. Lee,  "Parameter Pattern Discovery in Nonlinear Dynamic Model for EEGs Analysis,"  Journal of Integrative Neuroscience,  Vol. 15, No. 3, 2016, pp. 381-402.  

– H.-I. Suk, S.-W. Lee, and D. Shen,  "Deep Sparse Multi-Task Learning for Feature Selection in Alzheimer’s Disease Diagnosis,"  Brain Structure and Function,  Vol. 221, Issue 5, 2016, pp. 2569-2587.  

– Y. Chen, A. Atnafu, I. Schlattner, W. Weldtsadik, M.-C. Roh, H.-J. Kim, S.-W. Lee, B. Blankertz, and S. Fazli,  "A High-Security EEG-based Login System with RSVP Stimuli and Dry Electrodes,"  IEEE Trans. on Information Forensics & Security,  Vol. 11, Issue 12, 2016, pp. 2625-2647.  

– K.-T. Kim, H.-I. Suk, and S.-W. Lee,  "Commanding a Brain-Controlled Wheelchair using Steady-State Somatosensory Evoked Potentials,"  IEEE Trans. on Neural Systems & Rehabilitation Engineering,  Vol. 26, Issue 3, 2016, pp. 654 - 665.  

– G. Kim and S.-W. Lee,  "Bayesian Test for Hazard Ratio in Survival Analysis,"  SpringerPlus,  Vol. 5, No. 649, DOI: 10.1186/s40064-016-2210-9. 

– H.-I. Suk, C.-Y. Wee, S.-W. Lee, and D. Shen,  "State-Space Model with Deep Learning for Functional DynamicsEstimation in Resting-State fMRI,"  NeuroImage,  Vol. 129, 2016, pp. 292-307.  

– M.-C. Roh, S. Fazli, and S.-W. Lee,  "Selective Temporal Filtering and Its Application to Hand Gesture Recognition,"  Applied Intelligence,  Vol. 45, 2016, pp. 255-264.  

– X. Zhu, H.-I. Suk, S.-W. Lee, and D. Shen,  "Subspace Regularized Sparse Multi-Task Learning for Multi-Class Neurodegenerative Disease Identification,"  IEEE Trans. on Biomedical Engineering,  Vol. 64, Issue 3, 2016, pp. 607-618.  

– K.-H. Park, H.-I. Suk, and S.-W. Lee,  "Position-Independent Decoding of Movement Intention for Proportional Myoelectric Interfaces,"  IEEE Trans. on Neural Systems & Rehabilitation Engineering,  Vol. 24, Issue 9, 2016, pp. 928-939.  

– X. Zhu, H.-I. Suk, S.-W. Lee, D. Shen,  "Canonical Feature Selection for Joint Regression and Multi-class Identification in Alzheimer's Disease Diagnosis,"  Brain Imaging and Behavior,  Vol. 10, Issue 3, 2016, pp. 818-828.  

– T.-E. Kam, D.J. Mannion, S.-W. Lee, K. Doerschner, and D.J. Kersten,  "Human Visual Cortical Responses to Specular and Matte Motion Flows," Frontiers in Human Neuroscience,  Vol. 9, 2015, article 579.  

– M.-H. Lee, B.-J. Kim, and S.-W. Lee,  "Quantifying Movement Intentions with Multimodal Neuroimaging for FES-based Rehabilitation," NeuroReport,  Vol. 27, Issue. 2, 2015, pp. 61-67.  

– D.-H. Kim, L. Kim, W. Park, W.-H. Chang, Y.-H. Kim, S.-W. Lee, and G.-H. Kwon,  "Analysis of Time-dependent Brain Network on Active and MI Tasks for Chronic Stroke Patients,"  PLOS ONE,  Vol. 10, Issue 12, 2015, e0139441.  

– D.-O. Won, H.-J. Hwang, S. Daehne, K.-R. Muller, and S.-W. Lee,  "Effect of Higher Frequency on the Classification of Steady State Visual Evoked Potentials,"  Journal of Neural Engineering,  Vol. 13, No. 1, 2015, pp. 1-11.  

– N.-S. Kwak, K.-R. Muller, S.-W. Lee,  "A Lower Limb Exoskeleton Control System based on Steady State Visual Evoked Potentials,"  Journal of Neural Engineering,  Vol. 12, No. 5, 2015, pp. 1-14.  

– M.-H. Lee, S. Fazli, J. Mehnert, and S.-W. Lee,  "Subject-Dependent Classification for Robust Idle State Detection using Multi-Modal Neuroimaging and Data-Fusion Techniques in BCI,"  Pattern Recognition,  Vol. 48, No. 8, 2015, pp. 2725-2737.  

– N.-G. Cho, Y.-J. Kim, U. Park, J.-S. Park, and S.-W. Lee,  "Group Activity Recognition with Group Interaction Zone based on Relative Distance between Human Objects,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 29, No. 5, 2015, pp. 1-15.  

– J. Kim, J. Schultz, T. Rohe, C. Wallraven, S.-W. Lee, and H. Bülthoff,  "Abstract Representations of Associated Emotions in the Human Brain," Journal of Neuroscience,  Vol. 35, Issue 14, 2015, pp. 5655-5663.  

– S.-S. Cho, A.-R. Lee, H.-I. Suk, J.-S. Park, and S.-W. Lee,  "Volumetric Spatial Feature Representation for View-Invariant Human Action Recognition using a Depth Camera,"  Optical Engineering,  Vol. 54, Issue 3, 2015, article 033102.  

– D.-G. Lee, H.-I Suk, S.-K. Park, and S.-W. Lee,  "Motion Influence Map for Unusual Human Activity Detection and Localization in Crowded Scenes,"  IEEE Trans. on Circuits and Systems for Video Technology,  Vol. 25, No. 10, 2015, pp. 1612-1623.  

– J.-H. Kim, F. Bießmann, and S.-W. Lee,  "Decoding Three-Dimensional Trajectory of Executed and Imagined Arm Movements from Electroencephalogram Signals,"  IEEE Trans. on Neural Systems & Rehabilitation Engineering,  Vol. 24, 2015.  

– H.-I. Suk, C.-Y. Wee, S.-W. Lee, and D. Shen,  "Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis,"  Neuroinformatics,  Vol. 13, No. 3, 2015, pp. 277-295.  

– M.-C. Roh and S.-W. Lee,  "Human Gesture Recognition Using A Simplified Dynamic Bayesian Network,"  Multimedia Systems,  Vol. 21, Issue 6, 2015, pp. 557-568.  

– I.-H. Kim, J.-W. Kim, S. Haufe, and S.-W. Lee,  "Detection of Braking Intention in Diverse Situations during Simulated Driving based on EEG Feature Combination,"  Journal of Neural Engineering,  Vol. 12, No. 1, 2015, pp. 1-12.  

– H.-I. Suk, S.-W. Lee, D. Shen,  "Latent Feature Representation with Stacked Auto-Encoder for AD/MCI Diagnosis,"  Brain Structure and Function,  Vol. 220, No. 2, 2015, pp. 841-859.   

– M. Kim, G. Wu, Q. Qang, S.-W. Lee, and D. Shen,  "Improved Image Registration by Sparse Patch-Based Deformation Estimation,"  NeuroImage,  Vol. 105, 2014, pp. 257-268.  

– S.-K. Yeom, S. Fazli, K. Muller, and S.-W. Lee,  "An Efficient ERP-based Brain-Computer Interface using Random Set Presentation and Face Familiarity,"  PLOS ONE,  Vol. 9, Issue 11, 2014, e111157.  

– H.-I. Suk, S.-W. Lee, and D. Shen,  "Hierarchical Feature Representation and Multimodal Fusion with Deep Learning for AD/MCI Diagnosis," NeuroImage,  Vol. 101, 2014, pp. 569-582.   

– H.-I. Suk, S.-W. Lee, and D. Shen,  "Subclass-based Multi-task Learning for Alzheimers Disease Diagnosis,"  Frontiers in Aging Neuroscience,  Vol. 6, 2014, article 168.   

– D. Kang, H. Han, A. K. Jain, and S.-W. Lee,  "Nighttime Face Recognition at Large Standoff: Cross-Distance and Cross-Spectral Matching," Pattern Recognition,  Vol. 47, No. 12, 2014, pp. 3750-3766.   

– X. Liu, Q. Xu, S. Yan, G. Wang, H. Jin, and S.-W. Lee,  "Nonnegative Tensor Cofactorization and Its Unified Solution,"  IEEE Trans. on Image Processing,  Vol. 23, No. 9, 2014, pp. 3950-3961.   

– G. Bang, N.-H. Hur, and S.-W. Lee,  "Post-processing of 3D Video Extension of H.264/AVC for a Quality Enhancement of Synthesized View Sequences,"  ETRI Journal,  Vol. 36, No. 2, 2014, pp. 242-252,  

– I. Thornton, H. H. Buelthoff, T. S. Horowitz, A. Rynning, and S.-W. Lee,  "interactive Multiple Object Tracking (iMOT),"  PLOS ONE,  Vol. 9, No. 2, 2014, e86974.   

– H.-I. Suk, J. Mehnert, S. Fazli, K. Muller, and S.-W. Lee,  "Predicting BCI Subject Performance Using Probabilistic Spatio-Temporal Filters,"  PLOS ONE,  Vol. 9, No. 2, 2014, e87056.   

– S. Fazli and S.-W. Lee,  "Brain Computer Interfacing: A Multi-Modal Perspective,"  Journal of Computing Science and Engineering,  Vol. 7, No. 2, pp.132-138, 2013.   

– H.-D. Yang and S.-W. Lee,  "Robust Sign Language Recognition by Combining Manual and Non-Manual Features Based on Conditional Random Field and Support Vector Machine,"  Pattern Recognition Letters,  Vol. 34, No. 16, 2013, pp. 2051-2056.   

– X.Y. Ding and S.-W. Lee,  "Cocaine Addiction Related Reproducible Brain Regions of Abnormal Default-Mode Network Functional Connectivity: A Group ICA Study with Different Model Orders,"  Neuroscience Letters,  Vol. 548, No. 26, 2013, pp. 110–114.   

– U. Park, H. Choi, A. K. Jain, and S.-W. Lee,  "Face Tracking and Recognition at a Distance: A Coaxial & Concentric PTZ Camera System,"  IEEE Trans. on Information Forensics and Security,  Vol. 8, No. 10, 2013, pp. 1665-1677.   

– H. Chae, I. Jung, H. Lee, S. Marru, S.-W. Lee, and S. Kim,  "Bio and Health Informatics Meets Cloud : BioVLab as an Example,"  Health Information Science and Systems,  Vol. 1, 2013, pp. 1-6.   

– H. Chae, J. Park, S.-W. Lee, K. Nephew, and S. Kim,  "Comparative Analysis using K-mer and K-flank Patterns Provides Evidence for CpG Island Sequence Evolution in Mammalian Genomes,"  Nucleic Acids Research,  Vol. 41, No. 9, 2013, pp. 4783-4791.   

– X. Ding and S.-W. Lee,  "Changes of Functional and Effective Connectivity in Smoking Replenishment on Deprived Heavy Smokers: A Resting-State fMRI Study,"  PLOS ONE,  Vol. 8, No. 3, 2013, e59331.   

– H.-I. Suk and S.-W. Lee,  "A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 35, No. 2, 2013, pp. 286-299.   

– N.-G. Cho, A. Yuille, and S.-W. Lee,  "Adaptive Occlusion State Estimation for Human Pose Tracking under Self-Occlusions,"  Pattern Recognition,  Vol. 46, No. 3, 2013, pp. 649–661.   

– S.-K. Yeom, H.-I. Suk, and S.-W. Lee,  "Person Authentication from Neural Activity of Face-Specific Visual Self-Representation,"  Pattern Recognition,  Vol. 46, No. 4, 2013, pp. 1159-1169.   

– X. Ding, J.-H. Lee, and S.-W. Lee,  "Performance Evaluation of Nonnegative Matrix Factorization Algorithms to Estimate Task-related Neuronal Activities from fMRI Data,"  Magnetic Resonance Imaging,  Vol. 31, No.3, 2013, pp.466–476.   

– T.-E. Kam, H.-I. Suk, and S.-W. Lee,  "Non-Homogeneous Spatial Filter Optimization for ElectroEncephaloGram-Based Motor Imagery Classification,"  Neurocomputing,  Vol. 108, No. 2, 2013, pp. 58-68.  

– H.-I. Suk, Y. Wang, S.-W. Lee,  "Incremental Sparse Pseudo-input Gaussian Process Regression,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 26, No.8, 2012, 1250019.   

– H.-D. Yang, H.-I. Suk, and S.-W. Lee,  "Accelerating Generalized Iterative Scaling Based on Staggered Aitken Method for On-line Conditional Random Fields,"  International Journal of Wavelets, Multiresolution and Information Processing,  Vol. 10, No.6, 2012, 1250059.   

– D. Hur, H.-I. Suk, C. Wallraven, and S.-W. Lee,  "Biased Manifold Learning for View Invariant Body Pose Estimation,"  International Journal of Wavelets, Multiresolution and Information Processing,  Vol. 10, No. 6, 2012, 1250058.   

– C.-Y. Lu, M.-C. Roh, S.-Y. Kang, and S.-W. Lee,  "Automatic Logo Transition Detection in Digital Video Contents,"  Pattern Analysis and Applications,  Vol. 15, No. 2, 2012, pp. 175-187.   

– D. Van De Ville and S.-W. Lee,  "Brain Decoding: Opportunities and Challenges for Pattern Recognition,"  Pattern Recognition,  Vol. 45, No. 6, 2012, pp. 2033-2034.   

– Y.-B. Lee, U. Park, A. K. Jain, and S.-W. Lee,  "Pill-ID: Matching and Retrieval of Drug Pill Images,"  Pattern Recognition Letters,  Vol. 33, No. 7, 2012, pp. 904-910.   

– H.-I. Suk, A. K. Jain, and S.-W. Lee,  "A Network of Dynamic Probabilistic Models for Human Interaction Analysis,"  IEEE Trans. on Circuits and Systems for Video Technology,  Vol. 21, No. 7, 2011, pp. 932-945.   

– S.-W. Lee,  "Guest Editorial: Special Issue on Pattern Recognition in Neuroimaging,"  International Journal of Imaging Systems and Technology - Neuroimaging and Brain-Mapping,  Vol. 21, No. 2, 2011, pp. 121-122.   

– H.-I. Suk and S.-W. Lee,  "Subject and Class Specific Frequency Bands Selection for Multi-Class Motor Imagery Classification,"  International Journal of Imaging Systems and Technology - Neuroimaging and Brain-Mapping,  Vol. 21, No. 2, 2011, pp. 123-130.   

– C.-B. Park and S.-W. Lee,  "Real-Time 3D Pointing Gesture Recognition for Mobile Robots with Cascade HMM and Particle Filter,"  Image and Vision Computing,  Vol. 29, No. 1, 2011, pp. 51-63.   

– M. Ahmad, I. Parvin, and S.-W. Lee,  "Silhouette History and Energy Image Information for Human Movement Recognition,"  Journal of Multimedia,  Vol. 5, No. 1, 2010, pp. 12-21.  

– H.-I. Suk, B.-K. Shin, and S.-W. Lee,  "Hand Gesture Recognition Based on Dynamic Bayesian Network Framework,"  Pattern Recognition,  Vol. 43, No. 9, 2010, pp. 3059-3072.   

– H.-D. Yang and S.-W. Lee,  "Simultaneous Spotting of Signs and Fingerspellings Based on Hierarchical Conditional Random Fields and BoostMap Embeddings,"  Pattern Recognition,  Vol. 43, No. 8, 2010, pp. 2858-2870.   

– M.-C. Roh, H.-K. Shin, and S.-W. Lee,  "View-Independent Human Action Recognition with Volume Motion Template on Single Stereo Camera," Pattern Recognition Letters,  Vol. 31, No. 7, May 2010, pp. 639-647.   

– M. Ahmad and S.-W. Lee,  "Variable Silhouette Energy Image Representations for Recognizing Human Actions,"  Image and Vision Computing,  Vol. 28, No. 5, May 2010, pp. 814-824.   

– J.-S. Park and S.-W. Lee,  "An Example-based Face Hallucination Method for Single-frame, Low-resolution Facial Images,"  IEEE Trans. on Image Processing,  Vol. 17, No. 10, 2008, pp. 1806-1816.   

– S.-W. Lee, S. Kang, and S.-W. Lee,  "A Walking Guidance System for the Visually Impaired,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 22, No. 6, 2008, pp. 1171 - 1186.   

– S.-W. Lee, P. S. P. Wang, S. N. Yanushkevich, and S.-W. Lee,  "Noniterative 3D Face Reconstruction Based on Photometric Stereo,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 22, No. 3, 2008, pp. 389-410.   

– M. Ahmad and S.-W. Lee,  "Human Action Recognition Using Shape and CLG-Motion Flow from Multi-View Image Sequences,"  Pattern Recognition,  Vol. 41, No. 7, 2008, pp. 2237-2252.   

– M.-C. Roh, B. Christmas, J. Kittler, and S.-W. Lee,  "Gesture Spotting for Low-Resolution Sports Video Annotation,"  Pattern Recognition,  Vol. 41, No. 3, 2008, pp. 1124-1137.   

– M.-C. Roh and S.-W. Lee,  "Performance Analysis of Face Recognition Algorithms on Korean Face Database,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 21, No. 6, 2007, pp. 1017-1033.   

– B.-W. Hwang, S. Kim, and S.-W. Lee,  "A Full-Body Gesture Database for Human Gesture Analysis,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 21, No. 6, 2007, pp. 1069-1084.   

– H.-D. Yang and S.-W. Lee,  "Reconstruction of 3D Human Body Pose from Stereo Image Sequences based on Top-down Learning,"  Pattern Recognition,  Vol. 40, No. 11, 2007, pp. 3120-3131.   

– S.-W. Lee, S.-H. Moon, and S.-W. Lee,  "Face Recognition under Arbitrary Illumination Using Illuminated Exemplars,"  Pattern Recognition,  Vol. 40, No. 5, 2007, pp. 1605-1620.   

– H.-D Yang, A.-Y. Park, and S.-W. Lee,  "Gesture Spotting and Recognition for Human-Robot Interaction,"  IEEE Trans. on Robotics,  Vol. 23, No. 2, 2007, pp. 256-270.   

– M.-C. Roh, T.-Y. Kim, J. Park and S.-W. Lee,  "Accurate Object Contour Tracking Based on Boundary Edge Selection,"  Pattern Recognition,  Vol. 40, No. 3, 2007, pp.931-943.   

– S.-W. Lee, J. Park, and S.-W. Lee,  "Low Resolution Face Recognition Based on Support Vector Data Description,"  Pattern Recognition,  Vol. 39, No.9, 2006, pp.1809-1812.   

– H.-D. Yang, S.-W. Lee and S.-W. Lee,  "Multiple Human Detection and Tracking Based on Weighted Temporal Texture Features,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 20, No. 3, 2006, pp. 377-391.   

– S.-W. Lee, H.-C Jung, B.-W. Hwang and S.-W. Lee,  "Authenticating Corrupted Photo Images Based on Noise Parameter Estimation,"  Pattern Recognition,  Vol. 39, No. 5, 2006, pp. 910-920.   

– H.-J. Kang and S.-W. Lee,  "Combination of Multiple Classifiers by Minimizing the Upper Bound of Bayes Error Rate for Unconstrained Handwritten Numeral Recognition,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 19, No. 3, 2005, pp. 395-413.    

– S.-C. Park, S.-H. Lim, B.-K. Sin and S.-W. Lee,  "Tracking Non-Rigid Objects Using Probabilistic Hausdorff Distance Matching,"  Pattern Recognition,  Vol. 38, Issue 12, 2005, pp. 2373-2384.   

– J.-S. Park, Y.-H. Oh, S.-C. Ahn, and S.-W. Lee,  "Glasses Removal from Facial Image Using Recursive Error Compensation,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 27, No. 5, 2005, pp. 805-811.   

– D. Xi and S.-W. Lee,  "Extraction of Reference Lines and Items from Form Document Images,"  Pattern Recognition,  Vol. 38, No. 2, Feb. 2005, pp. 289-305.   

– B.-W. Hwang and S.-W. Lee,  "Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 25, No. 3, 2003, pp. 365-372.   

– S. Kang, B.-W. Hwang, and S.-W. Lee,  "Multiple People Tracking Based on Temporal Color Feature,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 17, No. 6, 2003, pp. 931-949.   

– S.-W. Lee and A. Verri,  "Support Vector Machines for Computer Vision and Pattern Recognition,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 17, No. 3, 2003, pp. 331-332.   

– S. Kang, H. Byun, and S.-W. Lee,  "Real-Time Pedestrian Detection Using Support Vector Machines,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 17, No. 3, 2003, pp. 405-416.    

– H. Byun and S.-W. Lee,  "A Survey on Pattern Recognition Applications of Support Vector Machines,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 17, No. 3, 2003, pp. 459-486.   

– S. Kang and S.-W. Lee,  "Real-Time Tracking of Multiple Objects in Space-Variant Vision Based on Magnocellular Visual Pathway,"  Pattern Recognition,  Vol. 35, No. 10, 2002, pp. 2022-2040.   

– J.-Y. Lee, J.-S. Park, H.-R. Byun, and S.-W. Lee,  "Automatic Generation of Structured Hyperdocuments from Document Images,"  Pattern Recognition,  Vol. 35, No. 2, 2002, pp. 485-503.   

– S.-W. Lee and D.-S. Ryu,  "Parameter-Free Geometric Document Layout Analysis,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 23, No. 11, 2001, pp. 1240-1256.   

– M.-S. Lee, Y.-M. Yang, and S.-W. Lee,  "Automatic Video Parsing Using Shot Boundary Detection and Camera Operation Analysis,"  Pattern Recognition,  Vol. 34, No. 3, 2001, pp. 711-719.   

– H.-S. Park, B.-K. Shin, J. Moon, and S.-W. Lee,  "A 2-D HMM Method for Off-Line Handwritten Character Recognition,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 15, No. 1, 2001, pp. 91-105.    

– J. Park, H.-Y. Kim, Y. Park, and S.-W. Lee,  "A Synthesis Procedure for Associative Memories Based on Space-Varying Cellular Neural Networks," Neural Networks,  Vol. 14, No. 1, 2001, pp. 107-113.   

– S.-W. Lee, Y.-M. Kim, and S. W. Choi,  "Fast Scene Change Detection Using Direct Feature Extraction from MPEG Compressed Videos,"  IEEE Trans. on Multimedia,  Vol. 2, No. 4, 2000, pp. 240-254.   

– S.-H. Choi and S.-W. Lee,  "Region Tracking Using Perspective Motion Model,"  Pattern Recognition,  Vol. 33, No. 12, 2000, pp. 2095-209

– H.-S. Park and S.-W. Lee,  "A Truly 2-D Hidden Markov Model for Off-Line Handwritten Character Recognition,"  Pattern Recognition,  Vol. 31, No. 12, 1998, pp. 1849-1864.   

– H.-H. Song and S.-W. Lee,  "A Self-Organizing Neural Tree for Large-Set Pattern Classification,"  IEEE Trans. on Neural Networks,  Vol. 9, No. 3, 1998, pp. 369-380.   

– Y. Y. Tang, L.-T. Tu, J. Liu, S.-W. Lee, W. W. Lin, and I.-S. Shyu,  "Offline Recognition of Chinese Handwriting by Multifeature and Multilevel Classification,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 20, No. 5, 1998, pp. 556-561.   

– D. Doermann, S.-W. Lee, S. Srihari, K. Tombre, and A. Rosenfeld,  "Editorial,"  International Journal on Document Analysis and Recognition,  Vol. 1, No. 1, 1998, pp. 1-2.   

– H.-S. Park, H.-H. Song, and S.-W. Lee,  "A Self-Organizing Hierarchical Classifier for Multi-Lingual Large-Set Oriental Character Recognition," International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 12, No. 2, 1998, pp. 191-208.    

– S.-Y. Kim and S.-W. Lee,  "Gray-Scale Nonlinear Shape Normalization Method for Handwritten Oriental Character Recognition,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 12, No. 1, 1998, pp. 81-95.    

– S.-W. Lee, Y.Y. Tang, and P.S.P. Wang,  "Oriental Document Analysis and Recognition Techniques,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 12, No. 1, 1998, pp. 1-4.    

– S.-W. Lee and H.-H. Song,  "A New Recurrent Neural-Network Architecture for Visual Pattern Recognition,"  IEEE Trans. on Neural Networks,  Vol. 8, No. 2, 1997, pp. 331-340.   

– S.-W. Lee,  "Oriental Character Recognition,"  Pattern Recognition,  Vol. 30, No. 8, 1997, pp. 1253-1254.   

– S.-W. Lee, C.-H. Kim, Y. Y. Tang, and H. Ma,  "Multiresolution Recognition of Unconstrained Handwritten Numerals with Wavelet Transform and Multilayer Cluster Neural Network,"  Pattern Recognition,  Vol. 29, No. 12, 1996, pp. 1953-1961.   

– Y. Y. Tang, S.-W. Lee, and C. Y. Suen,  "Automatic Document Processing: A Survey,"  Pattern Recognition,  Vol. 29, No. 12, 1996, pp. 1931-1952.   

– S.-W. Lee, D.-J. Lee, and H.-S. Park,  "A New Methodology for Gray-Scale Character Segmentation and Recognition,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 18, No. 10, 1996, pp. 1045-1050.   

– S.-W. Lee and H.-S. Park,  "Multi-Lingual Large-Set Oriental Character Recognition Using a Hierarchical Neural Network Classifier,"  International Journal on Computer Processing of Oriental Languages,  Vol. 10, No. 2, 1996, pp. 129-145.    

– S.-W. Lee,  "Off-Line Recognition of Totally Unconstrained Handwritten Numerals Using Multilayer Cluster Neural Network,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 18, No. 6, 1996, pp. 648-652.   

– H.-S. Park and S.-W. Lee,  "Off-Line Recognition of Large-Set Handwritten Characters with Multiple Hidden Markov Models,"  Pattern Recognition,  Vol. 29, No. 2, 1996, pp. 231-244.   

– S.-W. Lee, E.-S. Kim, and Y. Y. Tang,  "Nonlinear Shape Restoration of Distorted Images with Coons Transformation,"  Pattern Recognition,  Vol. 29, No. 2, 1996, pp. 217-229.   

– H.-H. Song and S.-W. Lee,  "LVQ Combined with Simulated Annealing for Optimal Design of Large-Set Reference Models,"  Neural Networks,  Vol. 9, No. 2, 1996, pp. 329-336.   

– W.-G. Cho, S.-W. Lee, and J. H. Kim,  "Modeling and Recognition of Cursive Words with Hidden Markov Models,"  Pattern Recognition,  Vol. 28, No. 12, 1995, pp. 1941-1953.   

– J.-S. Park and S.-W. Lee,  "Adaptive Nonlinear Shape Matching for Unconstrained Handwritten Character Recognition,"  Pattern Recognition,  Vol. 28, No. 8, 1995, pp. 1223-1235.   

– S.-W. Lee and Y.-J. Kim,  "Direct Extraction of Topographic Features for Gray Scale Character Recognition,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 17, No. 7, 1995, pp. 724-729.   

– S.-W. Lee,  "Multilayer Cluster Neural Network for Totally Unconstrained Handwritten Numeral Recognition,"  Neural Networks,  Vol. 8, No. 5, 1995, pp. 783-792.   

– S.-W. Lee and K.-C. Kim,  "Address Block Location on Handwritten Korean Envelopes by the Merging and Splitting Method,"  Pattern Recognition,  Vol. 27, No. 12, 1994, pp. 1641-1651.   

– S.-W. Lee and E.-S. Kim,  "Efficient Postprocessing Algorithms for Error Correction in Handwritten Hangul Address and Human Name Recognition,"  Pattern Recognition,  Vol. 27, No. 12, 1994, pp. 1631-1640.   

– S.-W. Lee and H.-H. Song,  "Optimal Design of Reference Model for Large-Set Handwritten Character Recognition,"  Pattern Recognition,  Vol. 27, No. 9, 1994, pp. 1267-1274.   

– S.-W. Lee and J.-S. Park,  "Nonlinear Shape Normalization Methods for the Recognition of Large-Set Handwritten Characters,"  Pattern Recognition,  Vol. 27, No. 7, 1994, pp. 895-902.   

– S.-W. Lee and Y.-R. Kwon,  "Distribution of Information Contents and Entropy of Hangul Character Images,"  International Journal on Computer Processing of Chinese and Oriental Languages,  Vol. 7, No. 2, 1993, pp. 223-231.    

– S.-W. Lee, L. Lam, and C. Y. Suen,  "A Systematic Evaluation of Skeletonization Algorithms,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 7, No. 5, 1993, pp. 1203-1225.    

– L. Lam, S.-W. Lee, and C. Y. Suen,  "Thinning Methodologies - A Comprehensive Survey,"  IEEE Trans. on Pattern Analysis and Machine Intelligence,  Vol. 14, No. 9, Sep. 1992, pp. 869-885.   

– S.-W. Lee, J.- H. Kim, and F. Groen,  "Translation-, Rotation-, and Scale-Invariant Recognition of Hand-Drawn Symbols in Schematic Diagrams,"  International Journal of Pattern Recognition and Artificial Intelligence,  Vol. 4, No. 1, 1990, pp. 1-25.    

– S.-W. Lee and J. Kim,  "Unconstrained Seal Imprint Verification Using Attributed Stroke Graph Matching,"  Pattern Recognition,  Vol. 22. No. 6, 1989, pp. 653-664.   

– S.-W. Lee and J. Kim,  "Automatic Entity Verification by Seal Imprint,"  International Journal of Computer Processing of Chinese and Oriental Languages,  Vol. 4, No. 2, 1989, pp. 112-123.    

– S.-W. Lee and J. Kim,  "Attributed Stroke Graph Matching for Seal Imprint Verification,"  Pattern Recognition Letters,  Vol. 9, No. 2, 1989, pp. 137-145.   

– S.-W. Lee, J. Kim, and F. Groen,  "A Fast Computational Method for Minimum Square Error Transform,"  Pattern Recognition Letters,  Vol. 15, No. 1, 1988, pp. 143-146.