Thesis

2015

1. Felix X. Yu. Scalable Machine Learning for Visual Data. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2015.

2012

1. Wei Liu. Large-Scale Machine Learning for Classification and Search. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2012.

2011

1. Jun Wang. Semi-Supervised Learning for Scalable and Robust Visual Search. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2011.

2010

1. Wei Jiang. Advanced Techniques for Semantic Concept Detection in General Videos. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2010.
2. Eric Zavesky. A Guided, Low-Latency, and Relevance Propagation Framework for Interactive Multimedia Search. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2010.

2009

1. Yu-Feng Hsu. Image Tampering Detection For Forensics Applications. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2009.
2. Lyndon Kennedy. Advanced Techniques for Multimedia Search: Leveraging Cues from Content and Structure. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2009.

2007

1. Winston Hsu. An Information-Theoretic Framework towards Large-Scale Video Structuring, Threading, and Retrieval. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2007.
2. Tian-Tsong Ng. Statistical and Geometric Methods for Passive-blind Image Forensics. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2007.

2005

1. Ana B. Benitez. Multimedia Knowledge: Discovery, Classification, Browsing, and Retrieval. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2005.
2. Yong Wang. Resource Constrained Video Coding/Adaptation. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2005.
3. Dongqing Zhang. Statistical Part-Based Models: Theory and Applications in Image Similarity, Object Detection and Region Labeling. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2005.
4. Lexing Xie. Unsupervised Pattern Discovery for Multimedia Sequences. PhD Thesis Graduate School of Arts and Sciences, Columbia University, August 2005.

2003

1. Alejandro Jaimes. Conceptual Structures and Computational Methods for Indexing and Organization of Visual Information. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2003.

2002

1. Hari Sundaram. Segmentation, Structure Detection and Summarization of Multimedia Sequences. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2002.

2001

1. Di Zhong. Segmentation, Index and Summarization of Digital Video Content. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2001.

2000

1. Ching-Yung Lin. Watermarking and Digital Signature Techniques for Multimedia Authentication and Copyright Protection. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2000.

1999

1. Paul Bocheck. Content-based Video Communication: Methodology and Applications. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 1999.

1997

1. John R. Smith. Integrated Spatial and Feature Image Systems: Retrieval, Analysis and Compression. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 1997.

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