Hwann-Tzong Chen
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Associate Professor Department of Computer Science National Tsing Hua University 101, Kuang Fu Road, Section 2 Hsing Chu, 300 Taiwan Office: 625 Delta Building Phone: +886-3-5731309 Email:  |
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Research Interests
Computer Vision, Image Processing, Machine Learning
Teaching
- Spring 2013
- Statistical Learning Theory
- Graphical Models and Applications
- Seminar in Information Systems and Applications
- Previous Courses
- Introduction to Programming: 2012, 2011, 2010, 2009, 2008, 2007, 2006
- Advanced Image Processing: 2012, 2011, 2010, 2009, 2008, 2007
- Statistical Learning Theory: 2011, 2010, 2009
- Seminar in Information Systems and Applications: 2012a, 2012s, 2011a, 2011s, 2010a, 2010s, 2009a, 2009s, 2008a, 2008s, 2007a
Publications
Journal
- Unsupervised Scene Segmentation Using Sparse Coding Context
- Yen-Cheng Liu and Hwann-Tzong Chen
- Machine Vision and Applications, Online December 2011 [ link to online first article]
- Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping
- Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh
- IJCV, October 2005
- Real-Time Tracking Using Trust-Region Methods
- Tyng-Luh Liu and Hwann-Tzong Chen
- PAMI, vol. 26, no. 3, pp. 397--402, March 2004, [pdf]
Conference
- Learning Feature Subspaces for Appearance-Based Bundle Adjustment
- Chia-Ming Cheng and Hwann-Tzong Chen
- ACCV 2012 [pdf]
- Video Object Cosegmentation
- Ding-Jie Chen, Hwann-Tzong Chen, and Long-Wen Chang
- ACM Multimedia 2012 [pdf]
- Translation-Invariant Scene Grouping
- Pin-Ching Su, Hwann-Tzong Chen, Koichi Ito, and Takafumi Aoki
- ACPR 2011 [pdf]
- Fusing Generic Objectness and Visual Saliency for Salient Object Detection
- Kai-Yueh Chang, Tyng-Luh Liu, Hwann-Tzong Chen, Shang-Hong Lai
- ICCV 2011 [pdf]
- Preattentive Co-Saliency Detection
- Hwann-Tzong Chen
- ICIP 2010 [pdf] [code]
- Probing the Local-Feature Space of Interest Points
- Wei-Ting Lee and Hwann-Tzong Chen
- ICIP 2010 [pdf]
- A Square-Root Sampling Approach to Fast Histogram-Based Search
- Huang-Wei Chang and Hwann-Tzong Chen
- CVPR 2010 [pdf] [code]
- Finding Good Composition in Panoramic Scenes
- Yuan-Yang Chang and Hwann-Tzong Chen
- ICCV 2009
- Landmark-Based Sparse Color Representations for Color Transfer
- Tzu-Wei Huang and Hwann-Tzong Chen
- ICCV 2009
- Histogram-based Interest Point Detectors
- Wei-Ting Lee and Hwann-Tzong Chen
- CVPR 2009 [pdf] [code]
- Finding Familiar Objects and Their Depth from a Single Image
- Hwann-Tzong Chen and Tyng-Luh Liu
- ICIP 2007
- Segmenting Highly Articulated Video Objects with Weak-Prior Random Forests
- Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh
- ECCV 2006 [pdf]
- Semantic Manifold Learning for Image Retrieval
- Yen-Yu Lin, Tyng-Luh Liu, and Hwann-Tzong Chen
- ACM MM 2005 [pdf]
- Learning Effective Image Metrics from Few Pairwise Examples
- Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh
- ICCV 2005 [pdf]
- Local Discriminant Embedding and Its Variants
- Hwann-Tzong Chen, Huang-Wei Chang, and Tyng-Luh Liu
- CVPR 2005 [pdf] [code]
- Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping
- Hwann-Tzong Chen, Tyng-Luh Liu, and Tien-Lung Chang
- CVPR 2005 [pdf]
- Probabilistic Tracking with Adaptive Feature Selection
- Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh
- ICPR 2004
- Probabilistic Tracking with Optimal Scale and Orientation Selection
- Hwann-Tzong Chen and Tyng-Luh Liu
- ICPR 2002
- Multi-Object Tracking Using Dynamical Graph Matching
- Hwann-Tzong Chen, Horng-Horng Lin, and Tyng-Luh Liu
- CVPR 2001 [pdf]
- Trust-Region Methods for Real-Time Tracking
- Hwann-Tzong Chen and Tyng-Luh Liu
- ICCV 2001 [pdf]
- A Variational Approach for Digital Watermarking
- Tyng-Luh Liu and Hwann-Tzong Chen
- ICIP 2000
Technical Report
- Color Constancy with Faces
- Jiun-Hung Chen and Hwann-Tzong Chen
- Technical Report 2011-09-01
Students
Last updated: 14 September 2012
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