Publications

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Book



Social Media Retrieval
N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, and X.-S. Hua (editors)
Springer, 2013
[detail]

Book Chapters 

Quality assessment of mobile videos
M. Cheon, S.-J. Kim, C.-B. Chae, and J.-S. Lee
Visual Signal Quality Assessment, C. Deng, L. Ma, W. Lin, and K. N. Ngan (eds.), pp. 99-127, Springer, 2014

Geotag propagation with user trust modeling
I. Ivanov, P. Vajda, J.-S. Lee, P. Korshunov, and T. Ebrahimi
Social Media Retrieval, N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, and X.-S. Hua (eds.), pp. 283-304, Springer, 2013
[detail]

Towards emotional annotation of multimedia contents
A. Yazdani, J.-S. Lee, and T. Ebrahimi
Social Media Retrieval, N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, and X.-S. Hua (eds.), pp. 239-259, Springer, 2013
[detail]

Theory and applications of hybrid simulated annealing
J.-S. Lee, C. H. Park, and T. Ebrahimi
Handbook of Optimization, I. Zelinka, V. Snasel, and A. Abraham (eds.), pp. 395-422, Springer, 2013
[detail]

Adaptive decision fusion for audio-visual speech recognition
J.-S. Lee and C. H. Park
Speech Recognition, Technologies and Applications, F. Mihelic and J. Zibert (eds.), I-Tech, Vienna, Austria, pp. 275-296, 2008
[paper] [detail]

International Journal Papers 

2017

Subjective and objective quality assessment of compressed 4K UHD videos for immersive experience
M. Cheon, J.-S. Lee
IEEE Trans. Circuits and Systems for Video Technology (accepted)

Blind single image super resolution with low computational complexity
W.-H. Kim, J.-S. Lee
Multimedia Tools and Applications, vol. 76, no. 5, pp. 7235-7249, Mar. 2017

Implicit analysis of perceptual multimedia experience based on physiological responses: a review
S.-E. Moon, J.-S. Lee
IEEE Trans. Multimedia, vol. 19, no. 2, pp. 340-353, Feb. 2017

2016

QoE-aware scalable video transmission in MIMO systems
S.-J. Kim, G.-Y. Suk, J.-S. Lee, C.-B. Chae
IEEE Communications Magazine (accepted)

Modeling immersive media experiences by sensing impact on subjects
E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi
Multimedia Tools and Applications, vol. 75, no. 20, pp. 12409-12429, Oct. 2016

On evaluating perceptual quality of online user-generated videos
S. Jang, J.-S. Lee
IEEE Trans. Multimedia, vol. 18, no. 9, pp. 1808-1818, Sep. 2016

Subjective and objective quality assessment of videos in error-prone network environments
S.-J. Kim, C.-B. Chae, J.-S. Lee
Multimedia Tools and Applications, vol. 75, no. 12, pp. 6849-6870, Jun. 2016
[detail]

Evaluation of objective quality metrics for multidimensional video scalability
M. Cheon, J.-S. Lee
Journal of Visual Communication and Image Representation, vol. 35, pp. 132-145, Feb. 2016

Online social networks for crowdsourced multimedia-involved behavioral testing: an empirical study
J.-H. Choi, J.-S. Lee
Frontiers in Psychology, vol. 6, Article 1991, pp. 1-10, Jan. 2016

On ambiguity of objective image quality assessment
M. Cheon, J.-S. Lee
Electronics Letters, vol. 52, no. 1, pp. 34-35, Jan. 2016

2015

Temporal resolution vs. visual saliency in video: Analysis of gaze patterns and evaluation of saliency models
M. Cheon, J.-S. Lee
Signal Processing: Image Communication, vol. 39, pp. 405-417, Nov. 2015

Perceptual experience analysis for tone-mapped HDR videos based on EEG and peripheral physiological signals
S.-E. Moon, J.-S. Lee
IEEE Trans. Autonomous Mental Development, vol. 7, no. 3, pp. 236-247, Sep. 2015

Framework for fair objective performance evaluation of single image super resolution algorithms
W.-H. Kim, J.-S. Lee
Electronics Letters, vol. 51, no. 1, pp. 42-44, Jan. 2015

2014

Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews
H. Cho, S. Kim, J. Lee, J.-S. Lee
Knowledge-Based Systems, vol. 71, pp. 61-71, Nov. 2014

Visual-speech-pass filtering for robust automatic lip-reading
J.-S. Lee
Pattern Analysis and Applications, vol. 17, no. 3, pp. 611-621, Aug. 2014
[detail]

On designing paired comparison experiments for subjective multimedia quality assessment
J.-S. Lee
IEEE Trans. Multimedia, vol. 16, no. 2, pp. 564-571, Feb. 2014

2013


Paired comparison-based subjective quality assessment of stereoscopic images
J.-S. Lee, L. Goldmann, T. Ebrahimi
Multimedia Tools and Applications, vol. 67, no. 1, pp. 31-48, Nov. 2013

Parametric estimation of structural similarity degradation for video transmission over error-prone networks
Y. Kwon, J.-S. Lee
Electronics Letters, vol. 49, no. 18, Aug. 2013

2012

Perceptual video compression: a survey
J.-S. Lee, T. Ebrahimi
IEEE Journal of Selected Topics in Signal Processing, vol. 6, no. 6, pp. 684-697, Oct. 2012

Quality assessment of multidimensional video scalability
J.-S. Lee, F. De Simone, N. Ramzan, E. Izquierdo, T. Ebrahimi
IEEE Communications Magazine, vol. 50, no. 4, pp. 38-46, Apr. 2012

Affect recognition based on physiological changes during the watching of music video: database, methodology and evaluation
A. Yazdani, J.-S. Lee, J.-M. Vesin, T. Ebrahimi
ACM Trans. Interactive Intelligent Systems, vol. 2, no. 1, pp. 7:1-26, Mar. 2012

In tags we trust
I. Ivanov, P. Vajda, J.-S. Lee, T. Ebrahimi
IEEE Signal Processing Magazine, vol. 29, no. 2, pp. 98-107, Mar. 2012
[detail]

DEAP: a database for emotion analysis using physiological signals
S. Koelstra, C. Muehl, M. Soleymani, J.-S. Lee, A. Yazdani, T. Ebrahimi, T. Pun, A. Nijholt, I. Patras 
IEEE Trans. Affective Computing, vol. 3, no. 1, pp. 18-31, Jan.-Mar. 2012
[detail]

Geotag propagation in social networks based on user trust model
I. Ivanov, P. Vajda, J.-S. Lee, L. Goldmann, T. Ebrahimi
Multimedia Tools and Applications, vol. 56, no. 1, pp. 155-177, Jan. 2012
[detail] [slides

2011

Epitomize your photos
P. Vajda, I. Ivanov, J.-S. Lee, T. Ebrahimi
International Journal of Computer Games Technology, vol. 2011, Article ID 706893, Dec. 2011

Subjective quality evaluation of foveated video coding using audio-visual focus of attention
J.-S. Lee, F. De Simone, T. Ebrahimi
IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 7, pp. 1322-1331, Nov. 2011
[paper] [detail

Efficient video coding based on audio-visual focus of attention
J.-S. Lee, F. De Simone, T. Ebrahimi
Journal of Visual Communication and Image Representation, vol. 22, no. 8, pp. 704-711, Nov. 2011
[paper] [detail]

Towards high efficiency video coding: subjective evaluation of potential coding technologies
F. De Simone, L. Goldmann, J.-S. Lee, T. Ebrahimi
Journal of Visual Communication and Image Representation, vol. 22, no. 8, pp. 734-748, Nov. 2011
[paper] [detail]

Subjective quality evaluation via paired comparison: application to scalable video coding
J.-S. Lee, F. De Simone, T. Ebrahimi
IEEE Trans. Multimedia, vol. 13, no. 5, pp. 882-893, Oct. 2011
[paper] [detail] [dataset] [review in IEEE ComSoc MMTC R-letter]

2010

Robust duplicate detection of 2D and 3D objects
P. Vajda, I. Ivanov, L. Goldmann, J.-S. Lee, T. Ebrahimi
International Journal of Multimedia Data Engineering and Management, vol. 1, no. 3, pp. 19-40, 2010
[paper] [detail]

Hybrid simulated annealing and its application to optimization of hidden Markov models for visual speech recognition
J.-S. Lee, C. H. Park
IEEE Trans. Systems, Man, and Cybernetics: Part B, vol. 40, no. 4, pp. 1188-1196, Aug. 2010
[detail]

Global optimization of radial basis function networks by hybrid simulated annealing
J.-S. Lee, C. H. Park
Neural Network World, vol. 20, no. 4, pp. 519-537, 2010

2008

Robust audio-visual speech recognition based on late integration
J.-S. Lee, C. H. Park
IEEE Trans. Multimedia, vol. 10, no. 5, pp. 767-779, Aug. 2008
[detail]

2004

Self-organizing neural networks by construction and pruning
J.-S. Lee, H. Lee, J.-Y. Kim, D. Nam, C. H. Park
IEICE Trans. Information and Systems, vol. E87-D, no. 11, pp. 2489-2498, Nov. 2004
[detail]

N-dimensional Cauchy neighbor generation for the fast simulated annealing
D. Nam, J.-S. Lee, C. H. Park
IEICE Trans. Information and Systems, vol. E87-D, no. 11, pp. 2499-2502, Nov. 2004
[detail]

International Conference Papers 

2017

Assessing product design using photos and real products
S.-E. Moon, J.-H. Kim, S.-W. Kim, J.-S. Lee
ACM Conf. Human Factors in Computing Systems (CHI), May 2017

Smart band for physiological signal-based stress monitoring
S.-E. Moon, J.-S. Lee, W. Lee, H. Lee, Y.-S. Bae
Int. Conf. Green and Human Information Technology, pp. 308-309, Feb. 2017

2016

Machine learning for brain imaging under perceptual experience of multimedia content
S.-E. Moon, J.-S. Lee
Annual Conf. Neural Information Processing Systems (NIPS), Women in Machine Learning Workshop (WiML), Dec. 2016

Travel photo album summarization based on aesthetic quality, interestingness, and memorableness
J.-H. Kim, J.-S. Lee
APSIPA Annual Summit & Conference, Dec. 2016

Analysis of spatial, temporal, and content characteristics of videos in the YFCC100M dataset
J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), Multimedia COMMONS Workshop, Oct. 2016

Peripersonal space in virtual reality: navigating 3D space with different perspectives
J. Lee, M. Cheon, S.-E. Moon, J.-S. Lee
ACM User Interface Software and Technology Symposium (UIST), Oct. 2016

Analysis of gaze patterns during aesthetic photo quality assessment
H. Jang, J.-S. Lee
Int. Conf. Quality of Multimedia Experience (QoMEX), Jun. 2016

Ambiguity-based evaluation of objective quality metrics for image compression

M. Cheon, J.-S. Lee
Int. Conf. Quality of Multimedia Experience (QoMEX), Jun. 2016

Data-driven feature word selection for clustering online news comments
H. Cho, J.-S. Lee
Int. Conf. Big Data and Smart Computing, Exobrain Workshop, pp. 494-497, Jan. 2016

2015

Gaze analysis of avatar-based navigation with different perspectives in 3D virtual space
J. Lee, M. Cheon, S.-E. Moon, J.-S. Lee
Int. Conf. Human-Agent Interaction (HAI), pp. 223-226, Oct. 2015

EEG analysis on 3D navigation in virtual reality with different perspectives
J. Lee, S.-E. Moon, M. Cheon, J.-S. Lee
Int. Conf. Human-Agent Interaction (HAI), pp. 227-229, Oct. 2015

Predicting music popularity patterns based on musical complexity and early stage popularity
J. Lee, J.-S. Lee
ACM Multimedia (MM), Workshop on Speech, Language & Audio in Multimedia (SLAM), pp. 3-6, Oct. 2015

Subjectivity in aesthetic quality assessment of digital photographs: Analysis of user comments
W.-H. Kim, J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), pp. 983-986, Oct. 2015

EEG connectivity analysis in perception of tone-mapped high dynamic range videos
S.-E. Moon, J.-S. Lee
ACM Multimedia (MM), pp. 987-990, Oct. 2015

Automated video editing for aesthetic quality improvement
J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), pp. 1003-1006, Oct. 2015

2014

Classifying perceptual experience of tone-mapped high dynamic range videos through EEG
S.-E. Moon, J.-S. Lee
ACM Multimedia (MM), Workshop on Perception-inspired Video Processing (PIVP), Nov. 2014

EEG correlates during video quality perception
E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi
European Signal Processing Conf. (EUSIPCO), pp. 2135-2139, Sep. 2014

On the impact of layer-splitting for cloud-based SVC streaming
S. Moon, C. Jung, J.-S. Lee, S. Kim
Int. Conf. Future Internet of Things and Cloud (FiCloud), Aug. 2014

Comparative analysis of online 2-D and 3-D video sharing
S. Jang, J.-S. Lee
IEEE Int. Conf. Multimedia and Expo (ICME), Int. Workshop on Hot Topics in 3D (Hot3D), Jul. 2014

Predicting subjective sensation of reality during multimedia consumption based on EEG and peripheral physiological signals
E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi
IEEE Int. Conf. Multimedia and Expo (ICME), Jul. 2014

Quality assessment of on-line videos using metadata
C.-H. Han, J.-S Lee
IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), May 2014

Audiovisual focus of attention and its application to UHD video compression
M. Rerabek, H. Nemoto, J.-S. Lee, T. Ebrahimi
SPIE Electronic Imaging, Feb. 2014 (invited)

User-independent classification of 2D versus 3D multimedia experiences through EEG and physiological signals
E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi
Int. Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Jan. 2014 (invited)

EvoTunes: Crowdsourcing-based music recommendation
J. Choi, J.-S. Lee
Int. Conf. Multimedia Modeling (MMM), LNCS vol. 8325, pp. 331-338, Jan. 2014

2013

Gaze pattern analysis for video contents with different frame rates
M. Cheon, J.-S. Lee
IEEE Int. Conf. Visual Communications and Image Processing (VCIP), Nov. 2013

Multimedia communications with large-scale antennas
S.-J. Kim, J.-S. Lee, C. B. Chae
IFAC Symposium on Telematics Applications, pp. 1-2, Nov. 2013

Enhancing lexicon-based review classification by merging and revising sentiment dictionaries
H. Cho, J.-S. Lee, S. Kim
Int. Joint Conf. Natural Language Processing (IJCNLP), pp. 463-470, Oct. 2013

Gaze pattern analysis for audio-visual contents under the presence of video transmission errors

M. Cheon, J.-S. Lee
IEEE Int. Conf. Multimedia & Expo (ICME), Workshop on Emerging Multimedia Systems and Services (EMSA), Jul. 2013

Paired comparison for subjective multimedia quality assessment: theory and practice
J.-S. Lee
IEEE Int. Symp. Circuits and Systems (ISCAS), pp. 1099-1102, May 2013
[detail]

2012

Quality perception of coding artifacts and packet loss in networked video communications
S.-J. Kim, C.-B. Chae, J.-S. Lee
IEEE Globecom, Workshop on Quality of Experience for Multimedia Communications (QoEMC), pp. 1357-1361, Dec. 2012
[detail]

Comparison of objective quality metrics on the scalable extension of H.264/AVC
J.-S. Lee
IEEE Int. Conf. Image Processing (ICIP), pp. 693-696, Sep. 2012
[detail]

TrueSkill-based pairwise coupling for multi-class classification
J.-S. Lee
Int. Conf. Artificial Neural Networks (ICANN), LNCS vol. 7553, pp. 213-220, Sep. 2012
[detail]

2011

A new analysis method for paired comparison and its application to 3D quality assessment
J.-S. Lee, L. Goldmann, T. Ebrahimi
ACM Multimedia (MM), pp. 1281-1284, Nov. 2011
[paper] [detail]

Motion parallax based restitution of 3D images on legacy consumer mobile devices
M. Rerabek, L. Goldmann, J.-S. Lee, T. Ebrahimi
IEEE Int. Workshop on Multimedia Signal Processing (MMSP), Oct. 2011
[paper] [detail] [video demo]

Subjective quality assessment of scalable video coding: a survey
J.-S. Lee, F. De Simone, T. Ebrahimi
Int. Workshop on Quality of Multimedia Experience (QoMEX), pp. 25-30, Sep. 2011
[paper] [detail]

Performance analysis of VP8 image and video compression based on subjective evaluations
F. De Simone, L. Goldmann, J.-S. Lee, T. Ebrahimi
Proc. SPIE, vol. 8135, Aug. 2011
[paper] [detail]

Audio-visual synchronization recovery in multimedia content
J.-S. Lee, T. Ebrahimi
IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 2280-2283, May 2011
[paper] [detail] [slides]

2010

Subjective evaluation of scalable video coding for content distribution
J.-S. Lee, F. De Simone, N. Ramzan, Z. Zhao, E. Kurutepe, T. Sikora, J. Ostermann, E. Izquierdo, T. Ebrahimi
ACM Multimedia, pp. 65-72, Oct. 2010
[paper] [detail] [slides] [dataset]

Epitome- A social game for photo album summarization
I. Ivanov, P. Vajda, J.-S. Lee, T. Ebrahimi
ACM Multimedia, Int. Workshop on Connected Multimedia, pp. 33-38, Oct. 2010
[paper] [detail] [slides] [video] [demo]

Temporal synchronization in stereoscopic video: influence on quality of experience and automatic asynchrony detection
L. Goldmann, J.-S. Lee, T. Ebrahimi
IEEE Int. Conf. Image Processing (ICIP), pp. 3241-3244, Sep. 2010
[paper] [detail]

Single trial classification of EEG and peripheral physiological signals for recognition of emotions induced by music videos
S. Koelstra, A. Yazdani, M. Soleymani, C. Muhl, J.-S. Lee, A. Nijholt, T. Pun, T. Ebrahimi, I. Patras
Int. Conf. Brain Informatics, Aug. 2010
[paper] [detail]

Subjective evaluation of next-generation video compression algorithms: a case study
F. De Simone, L. Goldmann, J.-S. Lee, T. Ebrahimi, V. Baroncini
Proc. SPIE, Aug. 2010
[paper] [detail]

Propagation of geotags based on object duplicate detection
P. Vajda, I. Ivanov, J.-S. Lee, L. Goldmann, T. Ebrahimi
Proc. SPIE, Aug. 2010
[paper] [detail] [slides]

3D object duplicate detection for video retrieval
P. Vajda, I. Ivanov, L. Goldmann, J.-S. Lee, T. Ebrahimi
Int. Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Apr. 2010
[paper] [detail]

Object-based tag propagation for semi-automatic annotation of images
I. Ivanov, P. Vajda, L. Goldmann, J.-S. Lee, T. Ebrahimi
ACM Int. Conf. Multimedia Information Retrieval (MIR), pp. 497-505, Mar. 2010
[paper] [detail] [slides] [demo]

2009

Implicit emotional tagging of multimedia using EEG signals and brain computer interface
A. Yazdani, J.-S. Lee, T. Ebrahimi
ACM Multimedia, Workshop on Social Media, pp. 81-88, Oct. 2009
[paper] [detail] [poster]

Two-level bimodal association for audio-visual speech recognition
J.-S. Lee, T. Ebrahimi
Lecture Notes in Computer Science, vol. 5807, Int. Conf. Advanced Concepts for Intelligent Vision Systems (ACIVS), pp. 133-144, Sep. 2009
[paper] [detail] [poster]

Efficient video coding in H.264/AVC by using audio-visual information
J.-S. Lee, T. Ebrahimi
IEEE Int. Workshop on Multimedia Signal Processing (MMSP), Oct. 2009 
[paper] [detail] [slides

Influence of audio-visual attention on perceived quality of standard definition multimedia content
J.-S. Lee, F. De Simone, T. Ebrahimi
Int. Workshop on Quality of Multimedia Experience (QoMEX), pp. 13-18, 2009
[paper] [detail] [slides]

Video coding based on audio-visual attention
J.-S. Lee, F. De Simone, T. Ebrahimi
IEEE Int. Conf. Multimedia and Expo (ICME), pp. 57-60, 2009
[paper] [detail] [slides]

2007

Temporal filtering of visual speech for audio-visual speech recognition in acoustically and visually challenging environments
J.-S. Lee, C. H. Park
Int. Conf. Multimodal Interfaces (ICMI), pp.220-227, Nov. 2007
[detail]

Abnormal signal detection in gas pipes using neural networks
H.-K. Min, C.-Y. Lee, J.-S. Lee, C. H. Park
Annual Conf. IEEE Industrial Electronics Society (IECON), pp. 2503-2508, Nov. 2007
[detail

Improving generalization capability of neural networks based on simulated annealing
Y. Lee, J.-S. Lee, S.-Y. Lee, C. H. Park
Congress on Evolutionary Computation (CEC), pp. 3447-3453, Sep. 2007
[detail]

2006

Training hidden Markov models by hybrid simulated annealing for visual speech recognition
J.-S. Lee, C. H. Park
IEEE Int. Conf. System, Man, and Cybernetics (SMC), pp. 198-202, Oct. 2006
[detail]

2005

Discriminative training of hidden Markov models by multiobjective optimization for visual speech recognition
J.-S. Lee, C. H. Park
IEEE Int. Joint Conf. Neural Networks (IJCNN), pp. 2053-2058, Jul. 2005
[detail]

2002

Self-organizing neural networks using adaptive neurons
J.-S. Lee, C. H. Park
Int. Conf. Neural Information Processing (ICONIP), pp. 935-939, Nov. 2002
[detail]

Domestic Journal Papers 

Published more than 15 papers (not listed here).