Dr. Alexander G. Hauptmann Profile

Dr. Alexander G. Hauptmann

Research Professor at Carnegie Mellon Univ

SPIE Involvement:

Author

Proceedings Article | 7 June 2024 Presentation + Paper

Multi-modal knowledge distillation for domain-adaptive action recognition

Xiaoyu Zhu, Wenhe Liu, Celso de Mello, Alexander Hauptmann

Proceedings Volume 13035, 130350E (2024) https://doi.org/10.1117/12.3013318

KEYWORDS: Video processing, 3D vision

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Proceedings Article | 14 June 2023 Poster + Paper

Leveraging body pose estimation for gesture recognition in human-robot interaction using synthetic data

Xiaoyu Zhu, Celso de Melo, Alexander Hauptmann

Proceedings Volume 12529, 125290Z (2023) https://doi.org/10.1117/12.2664030

KEYWORDS: Data modeling, 3D modeling, Action recognition, Pose estimation, Gesture recognition

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Proceedings Article | 7 March 2013 Paper

Multimedia event detection using visual concept signatures

Ehsan Younessian, Michael Quinn, Teruko Mitamura, Alex Hauptmann

Proceedings Volume 8667, 866708 (2013) https://doi.org/10.1117/12.2008425

KEYWORDS: Visualization, Video, Virtual colonoscopy, Feature extraction, Multimedia, Semantic video, Sensors, Image retrieval, Target detection, Optical character recognition

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Proceedings Article | 10 February 2012 Paper

Human action recognition using a Markovian conditional exponential model

Atulya Velivelli, Alexander Hauptmann

Proceedings Volume 8304, 83040X (2012) https://doi.org/10.1117/12.907309

KEYWORDS: Video, Cameras, Performance modeling, Surgery, Optical flow, Medical devices, Video surveillance, Model-based design, Thallium, Chemical elements

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SPIE Journal Paper | 1 August 2011

Cross-domain active learning for video concept detection

Huan Li, Chao Li, Yuan Shi, Zhang Xiong, Alexander Hauptmann

OE, Vol. 50, Issue 08, 087203, (August 2011) https://doi.org/10.1117/12.10.1117/1.3615236

KEYWORDS: Video, Data modeling, Statistical modeling, Target detection, Optical engineering, Binary data, Lithium, Performance modeling, Computer science, Computer engineering

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Proceedings Article | 15 April 2010 Paper

Combining motion understanding and keyframe image analysis for broadcast video information extraction

Ming-yu Chen, Huan Li, Alexander Hauptmann

Proceedings Volume 7704, 77040H (2010) https://doi.org/10.1117/12.853465

KEYWORDS: Video, Visualization, Optical flow, Semantic video, Image analysis, Motion analysis, Feature extraction, Motion models, Standards development, Detection and tracking algorithms

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Proceedings Article | 28 January 2008 Paper

Improving multimedia retrieval with a video OCR

Dipanjan Das, Datong Chen, Alexander Hauptmann

Proceedings Volume 6820, 68200B (2008) https://doi.org/10.1117/12.766931

KEYWORDS: Video, Optical character recognition, Multimedia, Image segmentation, Image processing, Video processing, Feature extraction, Speech recognition, Image processing algorithms and systems, Image filtering

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Proceedings Article | 17 January 2006 Paper

Video shot retrieval using a kernel derived from a continuous HMM

Atulya Velivelli, Thomas Huang, Alexander Hauptmann

Proceedings Volume 6073, 607311 (2006) https://doi.org/10.1117/12.650968

KEYWORDS: Video, Motion models, Semantic video, Optical flow, Analytical research, Feature extraction, Classification systems, Data modeling, Binary data, Multimedia

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Proceedings Article | 16 January 2006 Paper

Structuring continuous video recordings of everyday life using time-constrained clustering

Wei-Hao Lin, Alexander Hauptmann

Proceedings Volume 6073, 60730D (2006) https://doi.org/10.1117/12.642009

KEYWORDS: Video, Video compression, Bridges, Cameras, Image segmentation, Video processing, RGB color model, Computer programming, 3D video compression, Visualization

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Proceedings Article | 16 January 2006 Paper

TRECVID: the utility of a content-based video retrieval evaluation

Alexander Hauptmann

Proceedings Volume 6061, 606107 (2006) https://doi.org/10.1117/12.660261

KEYWORDS: Video, Error analysis, Speech recognition, Human-machine interfaces, Data modeling, Multimedia, Sensors, Video processing, Feature extraction, Statistical analysis

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Proceedings Article | 17 January 2005 Paper

Multi-modal analysis for person type classification in news video

Jun Yang, Alexander Hauptmann

Proceedings Volume 5682, (2005) https://doi.org/10.1117/12.587251

KEYWORDS: Video, Facial recognition systems, Analytical research, Optical character recognition, Visualization, Feature extraction, Feature selection, Binary data, Statistical analysis, Classification systems

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Proceedings Article | 13 January 2003 Paper

Information retrieval for OCR documents: a content-based probabilistic correction model

Rong Jin, ChangXiang Zhai, Alexander Hauptmann

Proceedings Volume 5010, (2003) https://doi.org/10.1117/12.472838

KEYWORDS: Optical character recognition, Expectation maximization algorithms, Performance modeling, Compound parabolic concentrators, Quantum wells, Systems modeling, Computer science, Statistical analysis, Statistical modeling, Image retrieval

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Proceedings Article | 10 January 2003 Paper

Video retrieval using speech and image information

Alexander Hauptmann, Rong Jin, Tobun Ng

Proceedings Volume 5021, (2003) https://doi.org/10.1117/12.479747

KEYWORDS: Video, Image retrieval, Optical character recognition, Facial recognition systems, Speech recognition, Feature extraction, Video processing, Associative arrays, Image analysis, Quantum wells

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Showing 5 of 13 publications

Conference Committee Involvement (13)

Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2015

10 February 2015 | San Francisco, California, United States

Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2014

3 February 2014 | San Francisco, California, United States

Multimedia Content Access: Algorithms and Systems VII

4 February 2013 | Burlingame, California, United States

Multimedia Content Access: Algorithms and Systems VI

23 January 2012 | Burlingame, California, United States

Multimedia Content Access: Algorithms and Systems V

25 January 2011 | San Francisco Airport, California, United States

Showing 5 of 13 Conference Committees

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