YUNG-YU CHUANG


Professor
Department of Computer Science and Information Engineering
National Taiwan University
Taipei 106, Taiwan
Office: CSIE Room 527
Phone: +886-2-3366-4888 ext. 527
Fax: +886-2-2362-1776

http://www.csie.ntu.edu.tw/~cyy


RESEARCH INTERESTS

  • My research interests include computational photography, computer vision, computer graphics and deep learning.


EMPLOYMENT AND RESEARCH EXPERIENCE

  • National Taiwan University, Taipei, Taiwan
    Distinguished Professor (Department of Computer Science and Information Engineering), August 2022-present
    Director (Computer and Information Networking Center), August 2021-July 2023.
    Professor (Department of Computer Science and Information Engineering), August 2012-July 2022
    Chairman (Department of Computer Science and Information Engineering), August 2017-July 2020
    Associate Chairman (Department of Computer Science and Information Engineering), August 2012-July 2017
    Associate Professor (Department of Computer Science and Information Engineering), August 2008-July 2012
    Assistant Professor (Department of Computer Science and Information Engineering), August 2004-July 2008

  • CITI, Academia Sinica, Taipei, Taiwan
    Research Fellow (joint appointment),  March 2018-July 2020.
  • University of Washington, Seattle, Washington, USA
    Research Assistant (Graphics and Imaging Laboratory), June 1999-June 2004

  • National Taiwan University, Taipei, Taiwan
    Full-Time Teaching Assistant and System Administrator (Workstation Laboratory), August 1997-July 1998

  • National Taiwan University, Taipei, Taiwan
    Research Assistant (Communication and Multimedia Laboratory), June 1993-June 1995


EDUCATION

  • Ph.D., Computer Science and Engineering, University of Washington, June 2004.
    Dissertation: New Models and Methods for Matting and Compositing
    Advisors: Brian Curless, David Salesin, Richard Szeliski.

  • M.S., Computer Science and Engineering, University of Washington, June 2000.
    Qualifying project: A More Accurate Approach for Environment Matting
    Advisors: Brian Curless, David Salesin, Richard Szeliski.

  • M.S., Computer Science and Information Engineering, National Taiwan University, June 1995.
    Thesis: Clustering and Visibility Preprocessing of Hierarchical Radiosity for Object-Based Environment
    Advisor: Ming Ouhyoung.

  • B.S., Computer Science and Information Engineering, National Taiwan University, June 1993.


SELECTED PUBLICATIONS

  • Zhixiang Wang, Baiang Li, Jian Wang, Yu-Lun Liu, Jinwei Gu, Yung-Yu Chuang, Shinichi Satoh. Matting by Generation. In Proceedings of ACM SIGGRAPH 2024, to appear, Denver, July 2024.

  • Ji-Jia Wu, Andy Chia-Hao Chang, Chieh-Yu Chuang, Chun-Pei Chen, Yu-Lun Liu, Min-Hung Chen, Hou-Ning Hu, Yung-Yu Chuang, Yen-Yu Lin. Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2024), to appear, Seattle, June 2024.

  • Cheng-Kun Yang, Min-Hung Chen, Yung-Yu Chuang, Yen-Yu Lin. 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision. In Proceedings of International Conference on Computer Vision (ICCV 2023), pages 977-987, Paris, October 2023.

  • Yu-Lun Liu, Chen Gao, Andreas Meuleman, Hung-Yu Tseng, Ayush Saraf, Changil Kim, Yung-Yu Chuang, Johannes Kopf, Jia-Bin Huang. Robust Dynamic Radiance Fields. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2023), pages 13-23, Vancouver, June 2023.

  • Ziyuan Huang, Zhengping Zhou, Yung-Yu Chuang, Jiajun Wu, Karen Liu. Physically Plausible Animation of Human Upper Body from a Single Image. In Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), pages 930-939, Waikoloa, January 2023.

  • Ching-Ya Chiu, Yu-Ting Wu, I-Chao Shen, Yung-Yu Chuang. 360MVSNet: Deep Multi-view Stereo Network with 360Images for Indoor Scene Reconstruction. In Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), pages 3056-3065, Waikoloa, January 2023.

  • Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang. Learning to See Through Obstructions with Layered Decomposition. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 44, number 11, pages 8387-8402, November 2022.

  • Chih-Jou Hsu, Yu-Ting Wu, Ming-Sui Lee, Yung-Yu Chuang. ScannerNet: A Deep Network for Scanner-Quality Document Images under Complex Illumination. In Proceedings of British Machine Vision Conference (BMVC 2022), article 345, London, November 2022.

  • Zhong Min Tsai, Yu-Ju Tsai, Chien-Yao Wang, Hong-Yuan Liao, Youn-Long Lin, Yung-Yu Chuang. SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features. In Proceedings of British Machine Vision Conference (BMVC 2022), article 55, London, November 2022.

  • Wei-Chieh Chung, Jian-Kai Zhu, I-Chao Shen, Yu-Ting Wu, Yung-Yu Chuang. StyleFaceUV: a 3D Face UV Map Generator for View-Consistent Face Image Synthesis. In Proceedings of British Machine Vision Conference (BMVC 2022), article 89, London, November 2022.

  • Ardian Uman, Cheng-Kun Yang, Yung-Yu Chuang, Jen-Hui Chuang, Yen-Yu Lin. Point MixSwap: Attentional Point Cloud Mixing via Swapping Matched Structural Divisions. In Proceedings of European Conference on Computer Vision (ECCV 2022), pages 596-611, Tel Aviv, October 2022.

  • Cheng-Kun Yang, Ji-Jia Wu, Kai-Syun Chen, Yung-Yu Chuang, Yen-Yu Lin. An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2022), pages 11830-11839, New Orleans,June 2022.

  • Yu-Chen Wang, Yu-Ting Wu, Tzu-Mao Li, Yung-Yu Chuang. Learning to Cluster for Rendering with Many Lights. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia 2021), volume 40, number 6, article 277, December 2021.

  • Cheng-Kun Yang, Yung-Yu Chuang, Yen-Yu Lin. Unsupervised Point Cloud Object Co-segmentation by Co-contrastive Learning and Mutual Attention Sampling. In Proceedings of International Conference on Computer Vision (ICCV 2021), pages 7335-7344, virtual, October 2021. (oral presentation)

  • Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang. Hybrid Neural Fusion for Full-frame Video Stabilization. In Proceedings of International Conference on Computer Vision (ICCV 2021), pages 2299-2308, virtual, October 2021.

  • Chiao-An Yang, Zhixiang Wang, Yen-Yu Lin, Yung-Yu Chuang. Soft Ranking Threshold Losses for Image Retrieval. In Proceedings of International Conference on Image Processing (ICIP 2021), pages 1339-1343, Anchorage, September 2021.

  • Yu-Ting Wu, Tzu-Mao Li, I-Chao Shen, Hong-Shiang Lin, Yung-Yu Chuang. Multi-Resolution Shared Representative Filtering for Real-Time Depth Completion. In Proceedings of High-Performance Graphics (HPG 2021), Online, July 2021.

  • Zelong Zeng, Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh. Illumination-Adaptive Person Re-identification. In IEEE Transactions on Multimedia (TMM), volume 22, number 12, pages 3064-3074, December 2020.

  • Hsin-Yu Chang, Zhixiang Wang, Yung-Yu Chuang. Domain-Specific Mappings for Generative Adversarial Style Transfer. In Proceedings of European Conference on Computer Vision (ECCV 2020), pages 573-589, Glasgow (virtual), August 2020.

  • Yun-Hsuan Lin, Wen-Chin Chen, Yung-Yu Chuang. BEDSR-Net: A Deep Shadow Removal Network from a Single Document Image. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2020), pages 12905-12914, Seattle (virtual), June 2020.

  • Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang. Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2020), pages 1651-1660, Seattle (virtual), June 2020.

  • Yu-Lun Liu, Wei-Sheng Lai, Min-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang. Learning to See Through Obstructions. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2020), pages 14215-14224, Seattle (virtual), June 2020.

  • Sheng-Yeh Chen, Yung-Yu Chuang. Deep Exposure Fusion with Deghosting via Homography Estimation and Attention Learning. In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), pages 1464-1468, Barcelona (virtual), May 2020.

  • Jian-Ren Wang, Yung-Yu Chuang. Shadow Removal of Text Document Images by Estimating Local and Global Background Colors. In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), pages 1534-1538, Barcelona (virtual), May 2020.

  • Chung-Chi Tsai, Kuang-Jui Hsu, Yen-Yu Lin, Xiaoning Qian, Yung-Yu Chuang. Deep Co-saliency Detection via Stacked Autoencoder-enabled Fusion and Self-trained CNNs. In IEEE Transactions on Multimedia (TMM), volume 22, number 4, pages 1016-1031, April 2020.

  • Yu-Ju Tsai, Yu-Lun Liu, Ming Ouhyoung, Yung-Yu Chuang. Attention-based View Selection Networks for Light-field Disparity Estimation. In Proceedings of AAAI Conference on Artificial Intelligence (AAAI 2020), pages 12095-12103, New York, February 2020.

  • Cheng-Chun Hsu, Kuang-Jui Hsu, Chung-Chi Tsai, Yen-Yu Lin, Yung-Yu Chuang. Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior. In Proceedings of Conference on Neural Information Processing System (NeurIPS 2019), pages 6582-6593, Vancouver, December 2019.

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. Weakly Supervised Salient Object Detection by Learning a Classifier-Driven Map Generator. In IEEE Transactions on Image Processing (TIP), volume 28, number 11, pages 5435-5449, November 2019.

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency Detection. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019), pages 8846-8855, Long Beach, June 2019. (oral presentation)

  • Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, Yung-Yu Chuang. FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019), pages 1087-1096, Long Beach, June 2019.

  • Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh. Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019), pages 618-626, Long Beach, June 2019.

  • Zhixiang Wang, Yinqiang Zheng, Yung-Yu Chuang. Polarimetric Camera Calibration Using an LCD Monitor. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019), pages 3743-3752, Long Beach, June 2019.

  • Hong-Shiang Lin, Chao-Chin Chang, Hsu-Yu Chang, Yung-Yu Chuang, Tzong-Li Lin, Ming Ouhyoung. A Low-Cost Portable Polycamera for Stereoscopic 360 Imaging. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), volume 29, number 4, pages 915-929, April 2019.

  • Yu-Lun Liu, Yi-Tung Liao, Yen-Yu Lin, Yung-Yu Chuang. Deep Video Frame Interpolation using Cyclic Frame Generation. In Proceedings of AAAI Conference on Artificial Intelligence (AAAI 2019), pages 8794-8802, Honolulu, January 2019. (oral presentation)

  • Che-Han Chang, Wei-Sheng Lai, Yung-Yu Chuang. Generating a Perspective Image from a Panoramic Image by the Swung-to-Cylinder Projection. In Proceedings of International Conference on Image Processing (ICIP 2018), pages 3179-3183, Athens, October 2018.

  • Lin-Chen Shen, Tzu-Kuei Huang, Chu-Song Chen, Yung-Yu Chuang. A 2.5d Approach to 360 Panorama Video Stabilization. In Proceedings of International Conference on Image Processing (ICIP 2018), pages 3184-3188, Athens, October 2018.

  • Kuang-Jui Hsu, Chung-Chi Tsai, Yen-Yu Lin, Xiaoning Qian, Yung-Yu Chuang. Unsupervised CNN-based Co-saliency Detection with Graphical Optimization. In Proceedings of European Conference on Computer Vision (ECCV 2018), Part V, pages 502-518, Munich, September 2018.

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. Co-attention CNNs for Unsupervised Object Co-segmentation. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2018), pages 748-756, Stockholm, July 2018.

  • Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, Yung-Yu Chuang. SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2018), pages 1078-1084, Stockholm, July 2018.

  • Yu-Sheng Chen, Yu-Ching Wang, Man-Hsin Kao, Yung-Yu Chuang. Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2018), pages 6306-6314, Salt Lake City, June 2018. (spotlight presentation)

  • Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, Yung-Yu Chuang. DeepCD: Learning Deep Complementary Descriptors for Patch Representations. In Proceedings of IEEE International Conference on Computer Vision (ICCV 2017), pages 3334-3342, Venice, October 2017.

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. Weakly Supervised Saliency Detection with A Category-Driven Map Generator. In Proceedings of British Machine Vision Conference (BMVC 2017), to appear, London, September 2017.

  • Ya-Fang Shih, Yang-Ming Yeh, Yen-Yu Lin, Yi-Chang Lu, Ming-Feng Weng, Yung-Yu Chuang. Deep Co-occurrence Feature Learning for Visual Object Recognition. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), pages 7302-7311, Honolulu, July 2017.

  • Yu-Sheng Chen, Yung-Yu Chuang. Natural Image Stitching with the Global Similarity Prior. In Proceedings of European Conference on Computer Vision (ECCV 2016), Part V, pages 186-201, Amsterdam, October 2016.

  • Tsun-Yi Yang, Yen-Yu Lin, Yung-Yu Chuang. Accumulated Stability Voting: A Robust Descriptor from Descriptors of Multiple Scales. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2016), pages 327-335, Las Vegas, June 2016.

  • Tzu-Kuei Huang, Ying-Hsuang Wang, Ta-Kai Lin, Yung-Yu Chuang. A Robust Automatic Object Segmentation Method for 3D Printing. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2016), Seattle, July 2016. (oral presentation)

  • Shuen-Huei Guan, Yu-Chi Lai, Kuo-Wei Chen, Hsuang-Ting Chou, Yung-Yu Chuang. A Tool for Stereoscopic Parameter Setting Based on Geometric Perceived Depth Percentage. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), volume 26, number 2, pages 290-303, February 2016.

  • Ke-Wei Chen, Ming-Hsu Chang, Yung-Yu Chuang. Light Field Image Editing by 4D Patch Synthesis. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, June 2015. (oral presentation)

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. Robust Image Alignment with Multiple Feature Descriptors and Matching-Guided Neighborhoods. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015), pages 1921-1930, Boston, June 2015.

  • Wei-Sheng Lai, Jian-Jiun Ding, Yen-Yu Lin, Yung-Yu Chuang. Blur Kernel Estimation using Normalized Color-Line Priors. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015), pages 64-72, Boston, June 2015.

  • Yan-Jen Su, Yung-Yu Chuang. Disambiguating Stereoscopic Transparency using a Thaumatrope Approach. In IEEE Transactions on Visualization and Computer Graphics (TVCG), volume 21, number 8, pages 959-969, August 2015.

  • Yu-Ting Wu, Tzu-Mao Li, Yu-Hsun Lin, Yung-Yu Chuang. Dual-Matrix Sampling for Scalable Translucent Material Rendering. In IEEE Transactions on Visualization and Computer Graphics (TVCG), volume 21, number 3, pages 363-374, March 2015.

  • Sheng-Jie Luo, Ying-Tse Sun, I-Chao Shen, Bing-Yu Chen, Yung-Yu Chuang. Geometrically Consistent Stereoscopic Image Editing using Patch-based Synthesis. In IEEE Transactions on Visualization and Computer Graphics (TVCG), volume 21, number 1, pages 56-67, January 2015.

  • Che-Han Chang, Chiu-Ju Chen, Yung-Yu Chuang. Spatially-Varying Image Warps for Scene Alignment. In Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), pages 64-69, Stockholm, August 2014. (oral presentation, best scientific paper award)

  • Che-Han Chang, Yoichi Sato, Yung-Yu Chuang. Shape-Preserving Half-Projective Warps for Image Stitching. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2014), pages 3254-3261, Columbus, June 2014. (oral presentation)

  • Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang. Augmented Multiple Instance Regression for Inferring Object Contours in Bounding Boxes. In IEEE Transactions on Image Processing (TIP), volume 23, number 4, pages 1722-1736, April 2014.

  • Pei-Hen Tsai, Yung-Yu Chuang. Target-Driven Moire Pattern Synthesis by Phase Modulation. In Proceedings of IEEE International Conference on Computer Vision (ICCV 2013), pages 1912-1919, Sydney, December 2013.

  • Che-Han Chang, Min-Chun Hu, Wen-Huang Cheng, Yung-Yu Chuang. Rectangling Stereographic Projection for Wide-Angle Image Visualization. In Proceedings of IEEE International Conference on Computer Vision (ICCV 2013), pages 2824-2831, Sydney, December 2013.

  • Yu-Ting Wu, Yung-Yu Chuang. VisibilityCluster: Average Directional Visibility for Many-Light Rendering. In IEEE Transactions on Visualization and Computer Graphics (TVCG), volume 19, number 9, pages 1566-1578, September 2013.

  • Tzu-Mao Li, Yu-Ting Wu, Yung-Yu Chuang. SURE-based Optimization for Adaptive Sampling and Reconstruction. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia 2012), volume 31, number 6, article 194, Singapore, November 2012.

  • Sheng-Jie Luo, I-Chao Shen, Bing-Yu Chen, Wen-Huang Cheng, Yung-Yu Chuang. Perspective-Aware Warping for Seamless Stereoscopic Image Cloning. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia 2012), volume 31, number 6, article 182, Singapore, November 2012.

  • Ming-Fang Weng, Yung-Yu Chuang. Cross-domain Multi-cue Fusion for Concept-based Video Indexing. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 34, number 10, pages 1927-1941, October 2012.

  • Yu-Hsiang Huang, Tzu-Kuei Huang, Yan-Hsiang Huang, Wei-Chao Chen, Yung-Yu Chuang. Warping-Based Novel View Synthesis from a Binocular Image for Autostereoscopic Displays. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2012), pages 302-307, Melbourne, July 2012.

  • Che-Han Chang, Yung-Yu Chuang. A Line-Structure-Preserving Approach to Image Resizing. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2012), pages 1075-1082, Providence, June 2012.

  • Ken-Yi Lee, Cheng-Da Chung, Yung-Yu Chuang. Scene Warping: Layer-based Stereoscopic Image Resizing. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2012), pages 49-56, Providence, June 2012.

  • Hsin-Chien Huang, Yung-Yu Chuang, Chu-Song Chen. Affinity Aggregation for Spectral Clustering. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2012), pages 773-780, Providence, June 2012.

  • Ming-Fang Weng, Yung-Yu Chuang. Collaborative Video Re-indexing via Matrix Factorization. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), volume 8, number 2, Article 23, May 2012.

  • Hsin-Chien Huang, Yung-Yu Chuang, Chu-Song Chen. Multi-Affinity Spectral Clustering. In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), pages 2809-2812, Kyoto, March 2012.

  • Hsin-Chien Huang, Yung-Yu Chuang, Chu-Song Chen. Multiple Kernel Fuzzy Clustering. In IEEE Transactions on Fuzzy Systems (TFS), volume 20, number 1, pages 120-134, February 2012.

  • Chun-Wei Liu, Tz-Huan Huang, Ming-Hsu Chang, Ken-Yi Lee, Chia-Kai Liang, Yung-Yu Chuang. 3D Cinematography Principles and Their Applications to Stereoscopic Media Processing. In Proceedings of ACM International Conference on Multimedia (ACM MM 2011), pages 253-262, Scottsdale, November 2011.

  • Che-Han Chang, Chia-Kai Liang, Yung-Yu Chuang. Content-Aware Display Adaptation and Interactive Editing for Stereoscopic Images. In IEEE Transactions on Multimedia (TMM), volume 13, number 4, pages 589-601, August 2011.

  • Chia-Kai Liang, Yu-Ting Hsieh, Tien-Jung Chuang, Yin Wang, Ming-Fang Weng, Yung-Yu Chuang. Learning Landmarks by Exploiting Social Media. In Lecture Notes in Computer Science 5916 (Proceedings of the 16th International Multimedia Modeling Conference), pages 207-217, Chongqing, January 2010.

  • Ken-Yi Lee, Yung-Yu Chuang, Bing-Yu Chen, Ming Ouhyoung. Video Stabilization using Robust Feature Trajectories. In Proceedings of IEEE International Conference on Computer Vision (ICCV 2009), pages 1397-1404, Kyoto, September 2009.

  • Pei-Ying Lu, Tz-Huan Huang, Meng-Sung Wu, Yi-Ting Cheng, Yung-Yu Chuang. High Dynamic Range Image Reconstruction from Hand-held Cameras. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), pages 509-516, Miami, June 2009. (oral presentation)

  • Tz-Huan Huang, Kai-Yin Cheng, Yung-Yu Chuang. A Collaborative Benchmark for Region of Interest Detection Algorithms. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), pages 296-303, Miami, June 2009.

  • Wen-Huang Cheng, Yung-Yu Chuang, Yin-Tzu Lin, Chi-Chang Hsieh, Shao-Yen Fang, Bing-Yu Chen, Ja-Ling Wu. Semantic Analysis for Automatic Event Recognition and Segmentation of Wedding Ceremony Videos. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), special issue on Event Analysis in Videos, volume 18, issue 11, pages 1639-1650, November 2008.

  • Ming-Fang Weng, Yung-Yu Chuang. Multi-Cue Fusion For Semantic Video Indexing. In Proceedings of ACM International Conference on Multimedia (ACM MM 2008), pages 71-80, Vancouver, October 2008.

  • Chi-Chang Hsieh, Wen-Huang Cheng, Chia-Hu Chang, Yung-Yu Chuang, Ja-Ling Wu. Photo Navigator. In Proceedings of ACM International Conference on Multimedia (ACM MM 2008), pages 419-428, Vancouver, October 2008.

  • Ken-Hao Liu, Ming-Fang Weng, Chi-Yao Tseng, Yung-Yu Chuang, Ming-Syan Chen. Association and Temporal Rule Mining for Post-Filtering of Semantic Concept Detection in Video. In IEEE Transactions on Multimedia (TMM), special issue on Multimedia Data Mining, volume 10, issue 2, pages 240-251, February 2008.

  • Chin-Han Chen, Ming-Fang Weng, Shyh-Kang Jeng, Yung-Yu Chuang. Emotion-based Music Visualization using Photos. In Lecture Notes in Computer Science 4903 (Proceedings of the 14th International Multimedia Modeling Conference), pages 358-368, Kyoto, January 2008.

  • Wen-Huang Cheng, Yung-Yu Chuang, Bing-Yu Chen, Ja-Ling Wu, Shao-Yen Fang, Yin-Tzu Lin, Chi-Chang Hsieh, Chen-Ming Pan, Wei-Ta Chu, Min-Chun Tien. Semantic-Event Based Analysis and Segmentation of Wedding Ceremony Videos. In Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, pages 95-104, Augsberg, September 2007.

  • Wan-Chun Ma, Chun-Tse Hsiao, Ken-Yi Lee, Yung-Yu Chuang, Bing-Yu Chen. Real-Time Triple Product Relighting Using Spherical Local-Frame Parameterization. In The Visual Computer (Proceedings of Pacific Graphics 2006), volume 22, number 9-11, pages 682-692, Taipei, October 2006.

  • Fu-Chung Huang, Bing-Yu Chen, Yung-Yu Chuang. Progressive Deforming Meshes based on Deformation Oriented Decimation and Dynamic Connectivity Updating. In Proceedings of ACM/EUROGRAPHICS Symposium on Computer Animation 2006, pages 53-62, Vienna, September 2006.

  • Yung-Yu Chuang, Dan B Goldman, Ke Colin Zheng, Brian Curless, David H. Salesin, Richard Szeliski. Animating Pictures with Stochastic Motion Textures. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH 2005), volume 24, number 3, pages 853-860, Los Angeles, July 2005.

  • Chien-Chang Ho, Fu-Che Wu, Bing-Yu Chen, Yung-Yu Chuang, Ming Ouhyoung. Cubical Marching Squares: Adaptive Feature Preserving Surface Extraction from Volume Data. In Computer Graphics Forum (Proceedings of EUROGRAPHICS 2005), volume 24, number 3, pages 537-545, Dublin, Ireland, August 2005. [Best Student Paper Award]

  • Wan-Chun Ma, Sung-Hsiang Chao, Yu-Ting Tseng, Yung-Yu Chuang, Chun-Fa Chang, Bing-Yu Chen, Ming Ouhyoung. Level-of-Detail Representation of Bidirectional Texture Functions for Real-Time Rendering. In Proceedings of ACM SIGGRAPH 2005 Symposium on Interactive 3D Graphics and Games, pages 187-194, Washington DC, April 2005.

  • Yung-Yu Chuang, Dan B Goldman, Brian Curless, David H. Salesin, Richard Szeliski. Shadow Matting and Compositing. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH 2003), volume 22, number 3, pages 494-500, San Diego, July 2003.

  • Yung-Yu Chuang, Aseem Agarwala, Brian Curless, David H. Salesin, Richard Szeliski. Video Matting of Complex Scenes. In ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH 2002), volume 21, number 3, pages 243-248, San Antonio, July 2002.

  • Yung-Yu Chuang, Brian Curless, David H. Salesin, Richard Szeliski. A Bayesian Approach to Digital Matting. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2001), volume II, pages 264-271, Kauai, Hawaii, December 2001.

  • Yung-Yu Chuang, Douglas Zongker, Joel Hindorff, Brian Curless, David H. Salesin, Richard Szeliski. Extensions to Environment Matting: Towards Higher Accuracy and Real-time Capture. In Proceedings of ACM SIGGRAPH 2000, Computer Graphics Proceedings, Annual Conference Series, pages 121-130, New Orleans, July 2000.

  • Ming Ouhyoung, Yung-Yu Chuang, Rung-Huei Liang. Reusable Radiosity Objects. In Computer Graphics Forum (Proceedings of Eurographics 1996), volume 15, number 3, pages 347-356, France, August 1996.


HONORS

  • Outstanding Research Award, MOST 2022.
  • Appier AI Chair Professor, NTU, 2020.
  • Best Reviewer Award, ICME 2019.
  • Outstanding Reviewer, CVPR 2019.
  • Excellent Teaching Award, NTU 2018.
  • Outstanding Reviewer, ICME 2018.
  • Outstanding Research Award, MOST 2017.
  • Good Teaching Award, NTU, 2017
  • Outstanding Reviewer, CVPR 2017.
  • Best Scientific Paper Award, ICPR 2014.
  • Good Teaching Award, NTU, 2014
  • Young Research Investigator Award, Academia Sinica, 2013.
  • NCS 2013 Best Paper Award, 2013.
  • NTU EECS Academic Excellence Award (Young Researcher), NTU College of EECS, 2011.
  • Ta-You Wu Memorial Award, NSC, 2010.
  • Excellent Mentor Award, NTU, 2010
  • CGW 2010 Best Paper Award, 2010.
  • Good Teaching Award, NTU, 2010
  • The 4th Utechzone Machine Vision Prize (Gender Classification), 2nd place, Utechzone Co., Ltd., 2009
  • Huang Jan S. Memorial Best Paper Award, CVGIP 2009.
  • Good Teaching Award, NTU, 2009
  • CGW 2008 Best Paper Award, 2008.
  • Good Teaching Award, NTU, 2008
  • Good Teaching Award, NTU, 2007
  • 2007 IPPR Contest (Face Detection in Video), 2nd place, IPPR, 2007
  • Acer Dragon These Award, Ph.D. Thesis of Murphy Ho, co-advised with Prof. Ming Ouhyoung, 2005
  • Best Student Paper Award, Eurographics 2005
  • Fu Ssu-Nien Award, National Taiwan University, 2005
    Awarded to communication and multimedia laboratory for its impacts to industry.


PROFESSIONAL ACTIVITIES

  • Local arrangement co-chair for ACCV 2016, Taipei, Taiwan.
  • Organization co-chair for Pacific Visualization 2010, Taipei, Taiwan.
  • Organization co-chair for Pacific Graphics 2006, Taipei, Taiwan.
  • Associate Editor for IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024/6-present.
  • Associate Editor for IEEE Transactions on Visualization and Computer Graphics, 2023/7-present.
  • Associate Editor for ACM Computing Surveys, 2021/11-present.
  • Associate Editor for Computer Vision and Image Understanding, 2023/3-present.
  • Associate Editor for IEEE CG&A, 2013/9-2018/8.
  • Program committee member for SIGGRAPH Asia 2009, Yokohama, Japan.
  • Program committee member for SIGGRAPH Asia 2008, Singapore.
  • Area chair for NeurIPS 2024, Vancouver.
  • Area chair for ECCV 2024, Milan.
  • Area chair for CVPR 2024, Seattle.
  • Area chair for ICLR 2024, Vienna.
  • Area chair for NeurIPS 2023, New Orleans.
  • Area chair for CVPR 2023, Vancouver.
  • Area chair for ICCV 2021, Montreal.
  • Area chair for ECCV 2020, Glasgow.
  • Area chair for ICCV 2019, Seoul.
  • Area chair for ACCV 2022, Macau.
  • Area chair for ACCV 2020, Kyoto.
  • Area chair for ACCV 2016, Taipei.
  • Area chair for ACCV 2014, Singapore.
  • Senior Program committee member for AAAI 2025, Philadelphia.
  • Senior Program committee member for AAAI 2024, Vancouver.
  • Senior Program committee member for AAAI 2023, Washington DC.
  • Senior Program committee member for AAAI 2022, Vancouver.
  • Reviewer committee member for ICCV 2023, Paris, France.
  • Reviewer committee member for ICCV 2017, Venice, Italy.
  • Reviewer committee member for ICCV 2015, Sntiago, Chile.
  • Reviewer committee member for ICCV 2013, Sydney, Australia.
  • Program committee member for ICCV 2011, Barcelona, Spain.
  • Program committee member for ICCV 2009, Kyoto, Japan.
  • Program committee member for CVPR 2020, Seattle, USA.
  • Program committee member for CVPR 2019, Long Beach, USA.
  • Program committee member for CVPR 2018, Salt Lake City, USA.
  • Program committee member for CVPR 2017, Honolulu, USA.
  • Program committee member for CVPR 2016, Las Vegas, USA.
  • Program committee member for CVPR 2015, Boston, USA.
  • Program committee member for CVPR 2014, Columbus, USA.
  • Program committee member for CVPR 2013, Portland, USA.
  • Program committee member for CVPR 2012, Rhode Island, USA.
  • Reviewer committee member for CVPR 2011, Colorado Springs, USA.
  • Reviewer committee member for CVPR 2010, San Francisco, USA.
  • Reviewer committee member for CVPR 2009, Miami, USA.
  • Program committee member for ECCV 2018, Munich, Germany.
  • Program committee member for ECCV 2016, Amsterdam, Netherlands.
  • Reviewer committee member for ECCV 2014, Zurich, Switzerland.
  • Reviewer committee member for ECCV 2010, Crete, Greece.
  • Program committee member for ACM MM 2020, Seattle, USA.
  • Program committee member for ACM MM 2019, Nice, France.
  • Program committee member for ACM MM 2018, Seoul, Korea.
  • Program committee member for ACM MM 2017, Mountain View, USA.
  • Program committee member for ACM MM 2016, Amsterdam, Netherlands.
  • Program committee member for ACM MM 2013, Barcelona, Spain.
  • Program committee member for IJCAI 2018, Stockholm, Sweden.
  • Program committee member for AAAI 2021, Virtual Conference.
  • Program committee member for AAAI 2020, New York, USA.
  • Program committee member for AAAI 2019, Honolulu, USA.
  • Program committee member for ICCP 2012, Seattle, USA.
  • Program committee member for ICCP 2011, Pittsburgh, USA.
  • Program committee member for ICME 2018, San Diego.
  • Program committee member for ICME 2017, Hongkong.
  • Program committee member for ICME 2016, Seattle, USA.
  • Program committee member for ICME 2015, Torino, Italy.
  • Program committee member for ICME 2014, Chengdu, China.
  • Program committee member for ICME 2013, San Jose, USA.
  • Program committee member for ICME 2012, Melbourne, Australia.
  • Program committee member for ICME 2011, Barcelona, Spain.
  • Program committee member for ICME 2010, Singapore.
  • Program committee member for ICMR 2019, Ottawa, Canada.
  • Program committee member for ICMR 2018, Yokohama, Japan.
  • Program committee member for ICMR 2017, Bucharest, Romania.
  • Program committee member for ICMR 2016, New York.
  • Program committee member for ICMR 2015, Shanghai.
  • Program committee member for ICMR 2013, Dallas.
  • Program committee member for ICMR 2012, Hong Kong.
  • Program committee member for Pacific Graphics 2018, Hongkong.
  • Program committee member for Pacific Graphics 2017, Taipei.
  • Program committee member for Pacific Graphics 2016, Okinawa.
  • Program committee member for Pacific Graphics 2015, Beijing.
  • Program committee member for Pacific Graphics 2014, Seoul.
  • Program committee member for Pacific Graphics 2013, Singapore.
  • Program committee member for Pacific Graphics 2012, Hong Kong.
  • Program committee member for Pacific Graphics 2011, Kaohsiung, Taiwan.
  • Program committee member for Pacific Graphics 2008, Tokyo, Japan.
  • Program committee member for Pacific Graphics 2007, Maui, USA.
  • Program committee member for Pacific Graphics 2006, Taipei, Taiwan.
  • Program committee member for VRST 2019, Sydney, Australia.
  • Program committee member for VRST 2018, Tokyo, Japan.
  • Program committee member for ACCV 2012, Daejeon, Korea.
  • Program committee member for ACCV 2010, Queenstown, New Zealand.
  • Program committee member for ACCV 2009, Xi'an, China.
  • Program committee member for CVM 2019, Bath, UK.
  • Program committee member for CAD/Graphics 2021, Xi'an, China.
  • Program committee member for CAD/Graphics 2017, Changsha, China.
  • Program committee member for CAD/Graphics 2015, Xi'an, China.
  • Program committee member for CAD/Graphics 2013, Hong Kong.
  • Reviewer for BMVC 2019, Cardiff, UK.
  • Reviewer for BMVC 2018, Newcastle, UK.
  • Reviewer for BMVC 2017, London, UK.
  • Reviewer for BMVC 2016, York, UK.
  • Reviewer for BMVC 2015, Swansea, UK.
  • Program committee member for Workshop on Multimedia Information Processing for Personality & Social Networks Analysis at ICPR 2018, Beijing, China.
  • Program committee member for WSCG 2013, Pilsen, Czech.
  • Program committee member for APSIPA Annual Summit and Conference (Asia-Pacific Signal and Information Processing Association) 2009, Sapporo, Japan.
  • Program committee member for International Conference on Art & Technology, 2009 Yi-Lan, Taiwan.
  • Program committee member for 12th International Conference on Virtual Systems and Multimedia, VSMM 2006, Xian, China.
  • Associate Editor, Journal of Information Science and Engineering, 2011/8 - 2017/12.
  • Organizer for MMM 2010 special session, "Cross-X Multimedia Mining in Large Scale," with Chong-Wah Ngo, Chongqing, China.
  • Conference co-chair for CGW 2024, Taipei, Taiwan.
  • Program co-chair for CVGIP 2016, Keelung, Taiwan.
  • Paper program co-chair for Computer Graphics Workshop 2005, Taipei, Taiwan.
  • Track Chair for TANET 2018, Multimedia Communication and Signal Processing, Taoyuan, Taiwan.
  • Program committee member for International Computer Symposium 2016, Workshop on Image Processing, Computer Graphics, and Multimedia Technologies, Taiwan.
  • Program committee member for National Computer Symposium 2017, Workshop on Intelligent Machine Cognition and Human Machine Interaction, HuaLien, Taiwan.
  • Program committee member for National Computer Symposium 2013, Workshop on Computer Graphics, TaiChung, Taiwan.
  • Program committee member for National Computer Symposium 2013, Workshop on Image and Pattern Recognition, TaiChung, Taiwan.
  • Program committee member for National Computer Symposium 2011, Workshop on Image Processing, Computer Graphics and Multimedia Technology, ChiaYi, Taiwan.
  • Program committee member for National Computer Symposium 2009, Workshop on Image Processing, Computer Graphics and Multimedia, Taipei, Taiwan.
  • Program committee member for National Computer Symposium 2005, Tainan, Taiwan.
  • Program committee member for CVGIP 2018, Tainan, Taiwan.
  • Program committee member for CVGIP 2017, Nantou, Taiwan.
  • Program committee member for CVGIP 2015, Ilan, Taiwan.
  • Program committee member for CVGIP 2014, Kenting, Taiwan.
  • Program committee member for CVGIP 2013, ILan, Taiwan.
  • Program committee member for CVGIP 2012, Sun Moon Lake, Taiwan.
  • Program committee member for Computer Graphics Workshop 2018, Tainan, Taiwan.
  • Program committee member for Computer Graphics Workshop 2017, Taichung, Taiwan.
  • Program committee member for Computer Graphics Workshop 2016, Taipei, Taiwan.
  • Program committee member for Computer Graphics Workshop 2015, Taipei, Taiwan.
  • Program committee member for Computer Graphics Workshop 2014, Taipei, Taiwan.
  • Program committee member for Computer Graphics Workshop 2013, Hsinchu, Taiwan.
  • Program committee member for Computer Graphics Workshop 2012, Puli, Taiwan.
  • Program committee member for Computer Graphics Workshop 2011, Taipei, Taiwan.
  • Program committee member for Computer Graphics Workshop 2010, Hsinchu, Taiwan.
  • Program committee member for Computer Graphics Workshop 2009, Taipei, Taiwan.
  • Program committee member for Computer Graphics Workshop 2008, ChiaYi, Taiwan.
  • Program committee member for Computer Graphics Workshop 2007, Kaohsiung, Taiwan.
  • Program committee member for Computer Graphics Workshop 2006, Taipei, Taiwan.
  • Reviewer for ACM SIGGRAPH, ACM SIGGRAPH Asia, IEEE CVPR, IEEE ICCV, ECCV, NeurIPS, ICLR, IEEE Visualization, Eurographics, Pacific Graphics, Eurographics Symposium on Rendering, ACM Symposium on Interactive 3D Graphics and Games, Graphics Interface, Computer Graphics International, ACCV, ICME, IEEE VR, WACV, BMVC, ACM CHI Works-in-Progress, ACM UIST, IEEE International Symposium on Circuits and Systems, IEEE International Conference on Visual Communications and Image Processing, Visual Information Processing, ACPR, ACM Transactions on Graphics, ACM Transactions on Multimedia Computing Communications and Applications, IEEE Transactions on Visualization and Computer Graphics, IEEE Computer Graphics and Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Microwave Theory and Techniques, IEEE Transactions on Mechatronics, International Journal of Computer Vision, Journal of Machine Learning Research, Pattern Recognition, Computer Graphics Forum, The Visual Computer, Computer Vision and Image Understanding, Graphical Models, IEEE Signal Processing Letters, IEEE Transactions on on Information Technology in BioMedicine, IEEE Journal on Emerging and Selected Topics in Circuits and System, Pattern Recognition Letters, Neurocomputing, PLOS ONE, Information Processing Letters, Computers & Graphics, Multimedia Tools and Applications, Image and Vision Computing, Journal of Visual Communication and Image Representation, Journal of Virtual Reality and Broadcasting, Journal of Mathematical Imaging and Vision, Journal of the Optical Society of America A, EURASIP Journal on Applied Signal Processing, EURASIP Journal on Advances in Signal Processing, EURASIP Signal Processing: Image Communication,, International Journal of Systems Science, Journal of Computer Science and Technology, Journal of Healthcare Engineering, Journal of Information Science and Engineering, International Journal of Electrical Engineering, Journal of Computer Science and Technology, Journal of the Chinese Institute of Engineers, ETRI Journal, Journal of Zhejiang University Science C (Computers and Electronics), Journal of Engineering National Chung Hsing University.
  • ACM SIGGRAPH member, since 1998.
  • IEEE Computer Society member, since 1998. Senior member, since 2022
  • IPPR member, since 2008.
  • IICM member, since 2010.

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