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I am Aswin C. Sankaranarayanan, a research scientist in the
DSP Group at ECE Department at Rice University. I work with Prof. Richard Baraniuk. Before this, I was a graduate student at the University of Maryland; with Prof. Rama Chellappa as my PhD advisor. |
contact info Duncan Hall, 2041, 6100 Main Street, MS 380, Houston, TX 77005 email: saswin -at- rice -dot- edu |
[home] [CV] [publications] [talks] [Video CS Short course]
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A convex approach for learning near-isometric linear embeddings Chinmay Hegde, Aswin C. Sankaranarayanan, Wotao Yin and Richard G. Baraniuk J. Machine Learning Research (submitted Nov 2012) (code) |
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Pose-invariant face recognition from multi-view videos Ming Du, Aswin C. Sankaranarayanan, and Rama Chellappa Trans. Image Processing (submitted Nov 2012) (fun: multi-camera 3D location tracking result) |
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Joint albedo estimation and pose tracking from video Sima Taheri, Aswin C. Sankaranarayanan, and Rama Chellappa PAMI (to appear) |
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Learning manifolds in the wild Chinmay Hegde, Aswin C. Sankaranarayanan, and Richard G. Baraniuk JMLR (submitted July 2012) |
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Near-isometric linear embeddings of manifolds Chinmay Hegde, Aswin C. Sankaranarayanan, and Richard G. Baraniuk SSP 2012 |
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CS-MUVI: Video compressive sensing for spatially multiplexing cameras Aswin C. Sankaranarayanan, Christoph Studer and Richard G. Baraniuk ICCP 2012 (project page) |
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Flutter shutter video camera for compressive sensing of videos Jason Holloway, Aswin C. Sankaranarayanan, Ashok Veeraraghavan, and Salil Tambe ICCP 2012 |
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Compressive acquisition of dynamic scenes Aswin C. Sankaranarayanan, Pavan Turaga, Rama Chellappa, and Richard G. Baraniuk (under review at SIAM J. Imaging Sciences) (project page) |
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SpaRCS: Recovering Low-rank and Sparse matrices from Compressive Measurements Andrew E. Waters, Aswin C. Sankaranarayanan, and Richard G. Baraniuk NIPS 2011 |
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Go with the Flow: Optical Flow-based Transport Operators for Image Manifolds Aswin C. Sankaranarayanan, Chinmay Hegde, Sriram Nagaraj, and Richard G. Baraniuk Allerton 2011 |
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Compressive Acquisition of Dynamic Scenes Aswin C. Sankaranarayanan, Pavan K. Turaga, Richard G. Baraniuk, and Rama Chellappa ECCV 2010 |
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Image Invariants for Smooth Reflective Surfaces Aswin C. Sankaranarayanan, Ashok Veeraraghavan, Oncel Tuzel, and Amit Agrawal ECCV 2010 (project webpage) |
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Online Empirical Evaluation of Tracking Algorithms Wu Hao, Aswin C. Sankaranarayanan, and Rama Chellappa Trans. PAMI, vol. 32(8), pp. 1443 - 1458, August 2010 |
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Specular Surface Reconstruction from Sparse Reflection Correspondences Aswin C. Sankaranarayanan, Ashok Veeraraghavan, Oncel Tuzel, and Amit Agrawal CVPR 2010 |
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Real Time Head Pose Tracking from Multiple Cameras with a Generic Model Qin Cai, Aswin C. Sankaranarayanan, Qing Zhang, Zhengyou Zhang, and Zicheng Liu AMFG (CVPR Workshop) 2010, best paper award |
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Distributed Detection, Tracking and Recognition using a Network of Video Cameras Aswin C. Sankaranarayanan, Ashok Veeraraghavan and Rama Chellappa Proceedings of the IEEE, vol. 96(10), pp. 1606-1624, Oct 2008 |
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Compressive Sensing for Background Subtraction Volkan Cevher, Aswin C. Sankaranarayanan, Marco Duarte, Dikpal Reddy, Richard G. Baraniuk, and Rama Chellappa ECCV 2008 |
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Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering Aswin C. Sankaranarayanan, Ankur Srivastava and Rama Chellappa IEEE Transactions on Image Processing, vol. 17(5), pp.737-748, May 2008 |
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Optimal Multi-View Fusion of Object Locations Aswin C. Sankaranarayanan and Rama Chellappa Motion Workshop 2008 |
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Target Tracking using a Joint Acoustic Video System Volkan Cevher, Aswin C. Sankaranarayanan, James H. McClellan and Rama Chellappa IEEE Transactions on Multimedia, vol. 9(4), pp.715-727, June 2007 |