Publication

[Journal]

  • Learning Kinematic Structure Correspondences Using Multi-Order Similarities
    Hyung Jin Chang, Tobias Fischer, Maxime Petit, Martina Zambelli, Yiannis Demiris
    IEEE Transactions on Pattern Analysis and Machine Learning (TPAMI) Under major revision review
  • Highly Articulated Kinematic Structure Estimation combining Motion and Skeleton Information
    Hyung Jin Chang, Yiannis Demiris
    IEEE Transactions on Pattern Analysis and Machine Learning (TPAMI) Accepted!
  • Latent Regression Forest: Structured Estimation of 3D Hand Poses
    Danhang Tang, Hyung Jin Chang, Alykhan Tejani, Tae-Kyun Kim
    IEEE Transactions on Pattern Analysis and Machine Learning (TPAMI) 2016 PDF
  • DAC-h3: A Proactive Robot Cognitive Architecture to Acquire and Express Knowledge About the World and the Self
    T. Fischer*, C. Moulin-Frier*, M. Petit, G. Pointeau, J.-Y. Puigbo, U. Pattacini, S. C. Low, D. Camilleri, P. Nguyen, M. Hoffmann, H. J. Chang, M. Zambelli, A.-L. Mealier, A. Damianou, G. Metta, T. J. Prescott, Y. Demiris, P. F. Dominey, and P. F. M. J. Verschure
    IEEE Transactions on Cognitive and Developmental Systems (TCDS) Accepted!
  • Spatio-Temporal Hough Forest for Efficient Detection-Localisation-Recognition of Fingerwriting in Egocentric Camera
    Hyung Jin Chang*, Guillermo Garcia-Hernando*, Danhang Tang, Tae-Kyun Kim
    Computer Vision and Image Understanding (CVIU) 2016 (* indicates equal contribution) PDF | Dataset
  • Blockwise Collaborative Representation based Classification via L2-norm of Query Data for Accurate Face Recognition
    Jin Hee Na, Hyung Jin Chang*
    IET Electronic Letters 2016 (* indicates corresponding author) PDF
  • STARE: Spatio-Temporal Attention RElocation for Multiple Structured Activities Detection
    Kyuhwa Lee*, Dimitri Ognibene, Hyung Jin Chang*, Tae-Kyun Kim, Yiannis Demiris
    IEEE Transactions on Image Processing (TIP) 2015 (* indicates corresponding author) PDF
  • 3D Finger CAPE: Clicking Action and Position Estimation under Self-Occlusions in Egocentric Viewpoint
    Youngkyoon Jang, Seung-Tak Noh, Hyung Jin Chang, Tae-Kyun Kim, Woontack Woo
    IEEE Transactions on Visualization and Computer Graphics (TVCG) 2015
  • Robust action recognition using local motion and group sparsity
    Jungchan Cho, Minsik Lee, Hyung Jin Chang, and Songhwai Oh
    Pattern Recognition (PR) 2014
  • Robust Moving Object Detection against Fast Illumination Change
    JinMin Choi, Hyung Jin Chang, Yung Jun Yoo, and Jin Young Choi
    Computer Vision and Image Understanding (CVIU) 2012 PDF
  • Spatio-temporal Pattern Modeling for Fault Detection and Classification in Semiconductor Manufacturing
    Hyung Jin Chang, Dong Sung Song, Pyo Jae Kim, and Jin Young Choi
    IEEE Transactions on Semiconductor Manufacturing 2012 PDF
  • Optical Image Stabilizing System using Multirate Fuzzy PID Controller for Mobile Device Camera
    Hyung Jin Chang, Pyo Jae Kim, Dong Sung Song, and Jin Young Choi
    IEEE Transactions on Consumer Electronics 2009. PDF
  • Unsupervised Motion Learning for Abnormal Behavior Detection in Visual Surveillance
    Hawook Jeong, Hyung Jin Chang, and Jin Young Choi 
    Journal of the Institute of Electronics Engineers of Korea SC 2011.

 [International Conference]

MAGAN
MAGAN: Margin Adaptation for Generative Adversarial Networks
Ruohan Wang, Antoine Cully*, Hyung Jin Chang*, Yiannis Demiris
Submitted to NIPS 2017 (arXiv:1704.03817*equal contribution
PDF | Code
cvpr2017_attentionAttentional Correlation Filter Network for Adaptive Visual Tracking
Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi
CVPR 2017
PDF | Video | Project Page
cvpr2017_variationalVariational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold
Youngjoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi
CVPR 2017
PDF | Supplementary
IROS2016Iterative Path Optimisation for Personalised Dressing Assistance using Vision and Force Information
Yixing Gao, Hyung Jin Chang, Yiannis Demiris
IROS 2016 [Oral presentation]
PDF | Video
KS_fig1Kinematic Structure Correspondences via Hypergraph Matching
Hyung Jin Chang, Tobias Fischer, Maxime Petit, Martina Zambelli, Yiannis Demiris
CVPR 2016
PDF | Supplementary | Video | Project Page
cvpr2016-VT3Visual Tracking Using Attention-Modulated Disintegration and Integration
Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi
CVPR 2016
PDF | Video | Project Page
ICRAW2016Personalised Assistive Dressing by Humanoid Robots using Multi-modal Information
Yixing Gao, Hyung Jin Chang, Yiannis Demiris
ICRA 2016 Workshop on Human-Robot Interfaces for Enhanced Physical Interactions
PDF
WACVTransition Hough Forest for Trajectory-based Action Recognition
Guillermo Garcia-Hernando, Hyung Jin Chang, Ismael Serrano, Oscar Deniz, Tae-Kyun Kim
WACV 2016
PDF
IROS2015User Modelling for Personalised Dressing Assistance by Humanoid Robots
Yixing Gao, Hyung Jin Chang, Yiannis Demiris
IROS 2015 [Oral presentation]
PDF | Video
cvpr2015Unsupervised Learning of Complex Articulated Kinematic Structures
combining Motion and Skeleton Information
Hyung Jin Chang, Yiannis Demiris
CVPR 2015
PDF | Video | Extended Abstract | Poster | Project Page
VR20153D Finger CAPE: Clicking Action and Position Estimation under Self-Occlusions in Egocentric Viewpoint
Youngkyoon Jang, Seung-Tak Noh, Hyung Jin Chang, Tae-Kyun Kim, Woontack Woo
IEEE Virtual Reality (VR) 2015 (full paper, accept rate=13.8%)
PDF | Video | Project Page
cvpr2014Latent Regression Forest: Structural Estimation of 3D Articulated Hand Posture
Danhang Tang, Hyung Jin Chang*, Alykhan Tejani*, Tae-Kyun Kim
CVPR 2014 [Oral presentation, accept rate=5.75%] * equal contribution
PDF | Video | Project Page
iccv2013Initialization-Insensitive Visual Tracking Through Voting with Salient Local Features
Kwang Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi
ICCV 2013
Binary | Dataset
BMVC2013Action Chart: A Representation for Efficient Recognition of Complex Activities
Hyung Jin Chang, Jiyun Kim, Jungchan Cho, Songhwai Oh, Kwang Moo Yi, Jin Young Choi
BMVC 2013
PDF | Video
ICIP2013Abstracted Radon Profiles for Fingerprint Recognition
Tushar Sandhan, Hyung Jin Chang, Jin Young Choi
ICIP 2013
CVPRW2013Detection of Moving Objects with Non-Stationary Cameras in 5.8ms: Bringing Motion Detection to your Mobile Device
Kwang Moo Yi, Kimin Yun, Soo Wan Kim, Hyung Jin Chang, Hawook Jeong, Jin Young Choi
CVPR 2013 Workshops on Mobile Vision 2013 [Best Paper Award]
Video | Binary
CVPR2012Active Attentional Sampling for Speed-up of Background Subtraction
Hyung Jin Chang, Hawook Jeong, Jin Young Choi
CVPR 2012
PDF | Poster | Video
IVCNZ2012Hierarchical Feature Grouping for Multiple Object Segmentation and Tracking
Moonsub Byeon, Hyung Jin Chang, Jin Young Choi
Image and Vision Computing New Zealand (IVCNZ)
 2012
PDF
ICIP2011Tracking Failure Detection by Imitating Human Visual Perception
Hyung Jin Chang, Myoung Soo Park, Hawook Jeong, Jin Young Choi
ICIP 2011
PDF
DICTA2011PIL-EYE: Integrated System for Sustainable Development of Intelligent Visual Surveillance Algorithms
Hyung Jin Chang, Kwang Moo Yi, Shimin Yin, Soo Wan Kim, Young Min Baek, Ho Seok Ahn, Jin Young Choi
IEEE Digital Image Computing: Techniques and Applications (DICTA) 2011
 [Oral presentation]
PDF
AVSS2011Modeling of Moving Object Trajectory by Spatio-temporal Learning for Abnormal Behavior Detection
Hawook Jeong, Hyung Jin Chang, Jin Young Choi,
IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS)
 2011
PDF
SPIE2009Detection of Suspicious Activity Using Incremental Outlier Detection Algorithms
D. Pokrajac, N. Reljin, N. Pejcic, T. Vance, S. McDaniel, A. Lazarevic, H. J. Chang, J. Y. Choi, R. Miezianko
SPIE Signal and Data Processing on Small Targets 2009 conference
ICIP2008Fast Incremental Learning for One-class Support Vector Classifier using Sample Margin Information
Pyo Jae Kim, Hyung Jin Chang, Jin Young Choi
ICPR 2008 [Oral presentation]
PDF
LNCS2007Fast Support Vector Data Description Using K-Means Clustering
Pyo Jae Kim, Hyung Jin Chang, Dong Sung Song, Jin Young Choi,
Lecture Notes in Computer Science (LNCS) 2007
PDF
ITC-CSCC2007Support Vector Data Description Using Clustering Method
Hyung Jin Chang, Pyo Jae Kim, Jung Hwan Choi, Jin Young Choi
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2007
PDF
ICCAS2007Emotional head robot with behavior decision model and face recognition
Ho Seok Ahn, Pyo Jae Kim, Jeong Hwan Choi, Bin Mansoor, S., Woo-Sung Kang, Seok Min Yoon, Jin Hee Na, Young Min Baek, Hyung Jin Chang, Dong Sung Song, Jin Young Choi, Hyeong-Seok Ko
Control, Automation and Systems (ICCAS) 2007

[Thesis]

PhDthesisAttentional Sampling for Efficient Visual Computing
Ph.D Thesis 2013
PDF

 [Patent]

  • [US Patent][Granted] US9256958B2 Active Attentional Sampling Method for Accelerating Background Subtraction
  • [US Patent][Granted] US8009971 Hand-Shake Correction Method and Apparatus of Camera Module for Use in Mobile Device
  • [US Patent][Granted] US7979143 Apparatus and Method for Proportional-Integral-Derivative Control
  • [US Patent][Applied] Estimator Training Method and Pose Estimating Method using Depth Image
  • [EU Patent][Granted] EP1936956 Hand-Shake Correction Method and Apparatus of Camera Module for Use in Mobile Device
  • [EU Patent][Granted] EP1956447 Apparatus and Method for Proportional-Integral-Derivative Control
  • [KR Patent][Granted] 10-0980603 Fault detection method using sequential one class classifier chain
  • [KR Patent][Granted] 1014688610000 Active Attentional Sampling Method for Accelerating Foreground Detection from Video, and Computer-Readable Recording Medium for the same
  • [KR Patent][Granted] 1014384510000 Method of Providing Fast Detection of Moving Objects from Non-stationary Camera Video by Dual-mode SGM, and Computer-readable Recording Medium for the same
  • [KR Patent][Granted] 10-0819301 Method and apparatus for optical image stabilizer on mobile camera module
  • [KR Patent][Granted] 10-0866213 Proportional-integrate-derivative control apparatus and method
  • [KR Patent][Applied] 10-2010-0072979 Image processing apparatus capable of reducing calculation rates which are necessary to detect an object
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