Shankar Rao

Engineering · Physical Sciences

10h-index2.2kcitations20works0.02yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(8), Medical Image Segmentation Techniques(7), Advanced Image and Video Retrieval Techniques(5), Image and Object Detection Techniques(5), Advanced Vision and Imaging(4)

Publications20 total

Foveated compressive imaging for low power vehicle fingerprinting and tracking in aerial imagery
Inverse Problems and Imaging·2017· 1 citedOpen Access
SAR moving target imaging using sparse and low-rank decomposition
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2014· 5 cited
L<sub>1</sub>-methods for low-power surveillance
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2013
Context and task-aware knowledge-enhanced compressive imaging
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2013· 2 cited
Multi-object detection and behavior recognition from motion 3D data
2011· 4 cited
Segmentation of Natural Images by Texture and Boundary Compression
International Journal of Computer Vision·2011· 146 cited
Segmentation of Natural Images by Texture and Boundary Compression
arXiv (Cornell University)·2010· 3 citedOpen Access
Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views
International Journal of Computer Vision·2010· 50 citedOpen Access
Natural Image Segmentation with Adaptive Texture and Boundary Encoding
Lecture notes in computer science·2010· 112 cited
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization
IDEALS (University of Illinois Urbana-Champaign)·2009· 1.4k citedOpen Access
Learning Topology of Curves with Application to Clustering.
2009
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices
arXiv (Cornell University)·2009· 114 citedOpen Access
Data-driven image completion by image patch subspaces
2009· 15 cited
Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories
2008· 221 cited
The algebra and statistics of generalized principal component analysis
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2007· 2 cited
Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction
2006· 14 cited
Improving Subspace Segmentation with the Rayleigh Quotient
2005Open Access
Symmetry-based 3-D reconstruction from perspective images
Computer Vision and Image Understanding·2005· 40 cited
Symmetry-Based 3-D Reconstruction from Perspective Images. Part I: Detection and Segmentation. Part II: Matching and Reconstruction.
Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)·2003Open Access
Geometric segmentation of perspective images based on symmetry groups
2003· 20 cited

Frequent Co-authors

Yi Ma(13), Allen Y. Yang(8), Hossein Mobahi(5), S. Shankar Sastry(4), Kang-Yu Ni(4), John Wright(3), Andrew Wagner(3), Y. Owechko(3), Arvind Ganesh(2), Kun Huang(2), Wei Hong(2), Yigang Peng(1), Roberto Tron(1), Renè Vidal(1), Kun Huang(1), Wei Hong(1), Yang(1), Yi Ma(1), Kyungnam Kim(1), Michael C. Cao(1)