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Shih-Fu Chang

Affiliations: 
Electrical Engineering Columbia University, New York, NY 
Area:
multimedia information retrieval, computer vision, machine learning
Website:
http://www.ee.columbia.edu/~sfchang/
Google:
"Shih-Fu Chang"
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Parents

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David Gavin Messerschmitt grad student 1993 UC Berkeley
 (Compositing and Manipulation of Video Signals for Multimedia Network Video Services)

Children

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Gustavo de los Reyes grad student 2000 Columbia
Ching-Yung Lin grad student 2001 Columbia
Di Zhong grad student 2001 Columbia
Hari Sundaram grad student 2002 Columbia
Alejandro Jaimes grad student 2003 Columbia
Ana B. Benitez Jimenez grad student 2005 Columbia
Shahram Ebadollahi grad student 2005 Columbia
Lexing Xie grad student 2005 Columbia
Dongqing Zhang grad student 2006 Columbia
Winston H. Hsu grad student 2007 Columbia
Tian T. Ng grad student 2007 Columbia
Jessie Y. Hsu grad student 2009 Columbia
Lyndon Kennedy grad student 2009 Columbia
Gounyoung Kim grad student 2009 Columbia
Eric Zavesky grad student 2010 Columbia
Wei Liu grad student 2007-2012 Columbia
Mandis Beigi grad student 2013 Columbia
Junfeng He grad student 2014 Columbia

Collaborators

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BETA: Related publications

Publications

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Ye M, Shen J, Zhang X, et al. (2020) Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence
Zhang X, Sun ZH, Karaman S, et al. (2020) Discovering Image Manipulation History by Pairwise Relation and Forensics Tools Ieee Journal of Selected Topics in Signal Processing. 14: 1012-1023
Niu Y, Zhang H, Lu Z, et al. (2019) Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. Ieee Transactions On Pattern Analysis and Machine Intelligence
Alameda-Pineda X, Redi M, Soleymani M, et al. (2019) Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes Acm Transactions On Multimedia Computing, Communications, and Applications. 15: 1-3
Niu Y, Lu Z, Wen JR, et al. (2018) Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Jiang Y, Wu Z, Tang J, et al. (2018) Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification Ieee Transactions On Multimedia. 20: 3137-3147
Li Y, Wang Y, Yue Y, et al. (2018) Model-Driven Feedforward Prediction for Manipulation of Deformable Objects Ieee Transactions On Automation Science and Engineering. 15: 1621-1638
Li H, Ellis JG, Zhang L, et al. (2018) Automatic visual pattern mining from categorical image dataset International Journal of Multimedia Information Retrieval. 8: 35-45
Liu X, He J, Chang SF. (2017) Hash Bit Selection for Nearest Neighbor Search. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Jiang YG, Wu Z, Wang J, et al. (2017) Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence
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