Jong-Seok Lee / 이종석 @ 연세대학교

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Brief bio

I am currently an associate professor at the School of Integrated Technology, Yonsei University, Korea, heading the Multimedia Computing and Machine Learning (MCML) Group. I received my phd degree in Electrical Engineering at KAIST. I spent some time as a research scientist at the Multimedia Signal Processing Group (MMSPG), Swiss Federal Institute of Technology in Lausanne (EPFL), Switzerland.

I am an IEEE Senior member and serve as an editor for IEEE Communications Magazine and Signal Processing: Image Communications.

My research interests include machine learning, deep learning, multimedia signal processing, EEG signal processing, etc.

Email: jong-seok.lee A.T. yonsei D.O.T. ac D.O.T. kr

News

This site is no longer updated. Please visit: http://mcml.yonsei.ac.kr
(Mar. 2018) Paper accepted in QoMEX 2018
(Feb. 2018) Paper accepted in NetSci 2018
(Feb. 2018) Paper accepted in IEEE Trans. Affective Computing
(Jan. 2018) 2 paper accepted in ICASSP 2018
(Nov. 2017) Accepted: "Color-coded LED microscopy for quantitative phase imaging: Implementation and application to sperm motility analysis" in Methods
(Oct. 2017) Our paper won the Best Paper Award 2016 in KICS Information & Communication Magazine
(Oct. 2017) 1 paper accepted in NetSci-X 2018
(Sep. 2017) 1 paper accepted in SIGGRAPH Asia 2017
(Sep. 2017) 1 paper accepted in MLCSA'17 at ISM'17
(Aug. 2017) Published: "Smartphone-based multi-contrast microscope using color-multiplexed illumination" in Scientific Reports
(Apr. 2017) 1 paper accepted in ACM MM'17
(Mar. 2017) Accepted: "Subjective and objective quality assessment of compressed 4K UHD videos for immersive experience" in IEEE Trans. Circuits and Systems for Video Technology
(Feb. 2017) 2 papers accepted in IEEE ISCAS'17
(Feb. 2017) Distinguished Research Achievement Award 2016 from Yonsei University
(Feb. 2017) 1 paper accepted in ACM CHI'17
(Oct. 2016) Serving as an associate technical editor of IEEE Communications Magazine
(Oct. 2016) Accepted: "QoE-aware video transmission in MIMO systems" in IEEE Communications Magazine
(Sep. 2016) 1 abstract accepted in WiML Workshop at NIPS'16
(Sep. 2016) Accepted: "Implicit analysis of perceptual multimedia experience based on physiological responses: a review" in IEEE Trans. Multimedia
(Sep. 2016) 1 paper accepted in APSIPA ASC'16
(Aug. 2016) 1 paper accepted in MMCommons at ACM MM'16
(Jul. 2016) 1 paper accepted in ACM UIST'16
(Jun. 2016) Accepted: "On evaluating perceptual quality of of online user-generated videos" in IEEE Trans. Multimedia
(Apr. 2016) 2 paper accepted in QoMEX'16
(Feb. 2016) Accepted: "Blind single image super resolution with low computational complexity" in Multimedia Tools and Applications
(Dec. 2015) Accepted: "Online social networks for crowdsourced multimedia-involved behavioral testing: an empirical study" in Frontiers in Psychology
(Dec. 2015) Accepted: "Evaluation of objective quality metrics for multidimensional video scalability" in Journal of Visual Communication and Image Representation
(Nov. 2015) Accepted: "On ambiguity of objective image quality assessment" in Electronics Letters
(Oct. 2015) Accepted: "Modeling immersive media experiences by sensing impact on subjects" in Multimedia Tools and Applications
(Aug. 2015) 1 paper accepted in SLAM'15 at ACM MM'15
(Jul. 2015) 2 papers accepted in HAI'15
(Jul. 2015) 3 papers accepted in ACM MM'15
(Jun. 2015) Accepted: "Perceptual experience analysis for tone-mapped HDR videos based on EEG and peripheral physiological signals" in IEEE Trans. Autonomous Mental Development
(Jun. 2015) Serving as a TPC member of IEEE MMSP 2015
(May 2015) Accepted: "Temporal resolution vs. visual saliency in video: Analysis of gaze patterns and evaluation of saliency models" in Signal Processing: Image Communication
(Apr. 2015) Accepted: "Subjective and objective quality assessment of videos in error-prone network environments" in Multimedia Tools and Applications
(Feb. 2015) Serving as a publicity chair in HAI'15
(Feb. 2015) Serving as a workshop chair in ICNC'16
(Nov. 2014) PhD student, Soo-Jin Kim, received Young Female Researcher Award from IEIE and WISET
(Oct. 2014) Serving as a co-chair of Hot3D'15
(Sep. 2014) Elevated to IEEE Senior Member
(Sep. 2014) 2 papers accepted in ISM'14
(Aug. 2014) 1 paper accepted in PIVP'14 at ACM MM'14
(May 2014) Journal paper accepted in Knowledge-based Systems
(May 2014) 1 paper accepted in FiCloud'14
(May 2014) 1 paper accepted in EUSIPCO'14
(Apr. 2014) Distinguished Teaching Award 2013 from Yonsei University
(Mar. 2014) 2 papers accepted in ICME'14
(Feb. 2014) Serving as a TPC member of European Workshop on Visual Information Processing 2014
(Jan. 2014) Serving as a TPC member of IEEE Int. Conf. Image Processing 2014
(Jan. 2014) Published: "On designing paired comparison experiments for subjective multimedia quality assessment" in IEEE Trans. Multimedia
(Dec. 2013) Serving as a TPC member of Int. Conf. Artificial Neural Networks 2014
(Oct. 2013) Accepted: "On designing paired comparison experiments for subjective multimedia quality assessment" in IEEE Trans. Multimedia
(Oct. 2013) Serving as a TPC member of IEEE Int. Conf. Multimedia & Expo 2014
(Sep. 2013) Serving as an editorial board member of Signal Processing: Image Communication
(Aug. 2013) Accepted: "Visual-speech-pass filtering for robust automatic lip-reading" in Pattern Analysis and Applications
(Jul. 2013) Published: "Paired comparison-based subjective quality assessment of stereoscopic images" in Multimedia Tools and Applications
(Jul. 2013) Accepted: "Enhancing lexicon-based review classification by merging and revising sentiment dictionaries" in Int. Joint Conf. Natural Language Processing 2013
(Jul. 2013) Serving as a TPC member of IEEE Int. Conf. Communiations 2014- Communications Software, Services and Multimedia Applications Symposium
(Jun. 2013) Serving as a TPC member of IEEE Workshop on Quality of Experience for Multimedia Communications (QoEMC) at Globecom 2013
(Jun. 2013) Serving as a TPC member of Workshop on Crowdsourcing and Human Computation for Recommender Systems at ACM RecSys 2013
(Apr. 2013) Accepted: "Gaze pattern analysis for audio-visual contents under the presence of video transmission errors" in IEEE Int. Conf. Multimedia & Expo (ICME), Workshop on Emerging Multimedia Systems and Services (EMSA) 2013
(Feb. 2013) Serving as a workshop chair of Int. Conf. Computing, Networking, and Communications 2014
(Jan. 2013) Book published: "Social Media Retrieval", Springer (inc. two chapters inside: "Geotag propagation with user trust modeling" and "Towards emotional annotation of multimedia contents")
(Jan. 2013) Book chapter published: "Combining local and global optimization: theory and applications of hybrid simulated annealing" in Handbook of Optimization, Springer
(Dec. 2012) Accepted: "Paired comparison for subjective multimedia quality assessment: theory and practice" in IEEE International Symposium on Circuits and Systems (ISCAS), Special Session on Perception-based Multimedia Quality of Experience Evaluation
(Nov. 2012) Serving as a TPC member of IEEE Int. Conf. Multimedia & Expo 2013
(Sep. 2012) Published: "Perceptual video compression: a survey" in IEEE Journal of Selected Topics in Signal Processing
(Aug. 2012) Accepted: "Quality perception of coding artifacts and packet loss in networked video communications" in IEEE Workshop on Quality of Experience for Multimedia Communications (QoEMC) at Globecom 2012
(Aug. 2012) Accepted: "Perceptual video compression: a survey" in IEEE Journal of Selected Topics in Signal Processing
(Aug. 2012) Serving as a local arrangement chair of International Conference on Neural Information Processing (ICONIP) 2013
(Jul. 2012) Accepted: "TrueSkill-based pairwise coupling for multi-class classification" in International Conference on Artificial Neural Networks (ICANN) 2012
(Jun. 2012) Serving as a local arrangement chair of IEEE IVMSP Workshop on 3D Image/Video Technologies and Applications 2013
(May 2012) Serving as a TPC member of IEEE Workshop on Quality of Experience for Multimedia Communications (QoEMC) at Globecom 2012
(Apr. 2012) Accepted: "Comparison of objective quality metrics on the scalable extension of H.264/AVC" in IEEE International Conference on Image Processing (ICIP) 2012
(Apr. 2012) Published: "DEAP: a database for emotion analysis using physiological signals" in IEEE Trans. Affective Computing
(Apr. 2012) Published: "Quality assessment of multidimensional video scalability" in IEEE Communications Magazine
(Mar. 2012) Published: "Affect recognition based on physiological changes during the watching of music video: database, methodology and evaluation" in ACM Trans. Interactive Intelligent Systems
(Feb. 2012) Published: "In tags we trust" in IEEE Signal Processing Magazine
(Jan. 2012) Accepted: "Quality assessment of multidimensional video scalability" in IEEE Communications Magazine
(Jan. 2012) Accepted: "Paired comparison-based subjective quality assessment of stereoscopic images" in Multimedia Tools and Applications
(Jan. 2012) Published: "Geotag propagation in social networks based on user trust model" in Multimedia Tools and Applications
(Jan. 2012) Published: "Epitomize your photos" in International Journal of Computer Games Technology
(Dec. 2011) Reviewed in IEEE ComSoc MMTC R-Letter: "Subjective quality evaluation via paired comparison: application to scalable video coding" in IEEE Trans. Multimedia
(Nov. 2011) Published: "Subjective quality evaluation of foveated video coding using audio-visual focus of attention" in IEEE Journal of Selected Topics in Signal Processing
(Nov. 2011) Published: "Efficient video coding based on audio-visual focus of attention" in Journal of Visual Communication and Image Representation
(Nov. 2011) Published: "Towards high efficiency video coding: subjective evaluation of potential coding technologies" in Journal of Visual Communication and Image Representation
(Oct. 2011) Serving as a member of Review Board of MMTC in IEEE ComSoc
(Oct. 2011) Accepted: "Affect recognition based on physiological changes during the watching of music video: database, methodology and evaluation" in ACM Trans. Interactive Intelligent Systems
(Oct. 2011) Published: "Subjective quality evaluation via paired comparison: application to scalable video coding" in IEEE Trans. Multimedia
(Sep. 2011) Serving as a guest editor of Social Media Retrieval (Springer)- Call for chapters
(Sep. 2011) Serving as a TPC member of IEEE International Conference on Multimedia and Expo (ICME) 2012
(Sep. 2011) Serving as an area chair of International Conference on Pattern Recognition (ICPR) 2012
(Sep. 2011) Serving as a TPC member of IEEE International Conference on Emerging Signal Processing Applications (ESPA) 2012