journals
A. Ito, A. C. Sankaranarayanan, A. Veeraraghavan, and R. G. Baraniuk,
“BlurBurst: Removing blur due to camera shake using multiple images,”
(under review. Submitted July 2013]
C. Hegde, A. C. Sankaranarayanan, W. Yin, and R. G. Baraniuk,
“NuMax: A convex approach for learning nearisometric linear embeddings,”
(under review at J. Machine Learning Research. Submitted Nov 2012)
C. Hegde, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Learning manifolds in the wild,”
(under review at J. Machine Learning Research. Submitted July 2012)
Y. Li, A. C. Sankaranarayanan, L. Xu, R. G. Baraniuk, and K. Kelly,
“Realization of hybrid compressive imaging strategies,”
J. Optical Soc. America A, (to appear) 2014
A. Ito, S. Tambe, K. Mitra, A. C. Sankaranarayanan, and A. Veeraraghavan,
“Compressive epsilon photography for postcapture control in digital imaging,”
SIGGRAPH 2014
K. Mitra, A. Veeraraghavan, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Towards compressive camera networks,”
IEEE Computer, vol. 47(5), May 2014 (video)
M. Du, A. C. Sankaranarayanan,, and R. Chellappa,
“Robust face recognition from multiview videos,”
IEEE Trans. Image Processing, vol. 23(3), pp. 11051117, 2014
S. Nagaraj, C. Hegde, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Optical flowbased transport on image manifolds,”
Applied and Computational Harmonic Analysis, vol. 36(2), pp. 280301, 2014
E. Dyer, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Greedy feature selection for subspace clustering,”
J. Machine Learning Research, vol. 14(1), pp. 24872517, 2013
A. C. Sankaranarayanan, P. Turaga, R. Chellappa, and R. G. Baraniuk,
“Compressive Acquisition of Linear Dynamical Systems,”
SIAM J. Imaging Sciences, vol. 6(4), pp. 21092133, 2013
S. Taheri, A. C. Sankaranarayanan, and R. Chellappa,
“Joint albedo estimation and pose tracking from video,”
IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 35(7), pp. 16741689, 2013
R. Chellappa, A. C. Sankaranarayanan, A. Veeraraghavan, and P. Turaga,
“Statistical methods, and models for video based tracking, modeling, and recognition,”
Foundations and Trends in Signal Processing, vol. 12, 2010
H. Wu, A. C. Sankaranarayanan, and R. Chellappa,
“Online empirical evaluation of tracking algorithms,”
IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32(8), pp. 14431458, August 2010
A. C. Sankaranarayanan, R. Patro, P. Turaga, A. Varshney, and R. Chellappa,
“Modeling, and visualization of human activities for multicamera networks,”
EURASIP J. Image and Video Computing, article id. 259860, 2009
A. C. Sankaranarayanan, A. Veeraraghavan, and R. Chellappa,
“Distributed detection, tracking, and recognition using a network of video cameras,”
Proc. of the IEEE, vol. 96(10), pp. 16061624, October 2008
A. C. Sankaranarayanan, A. Srivastava, and R. Chellappa,
“Algorithmic, and architectural optimizations for computationally efficient particle filtering,”
IEEE Trans. Image Processing, vol. 17(5), pp. 737748, May 2008
V. Cevher, A. C. Sankaranarayanan, J. H. McClellan,, and R. Chellappa,
“Target tracking using a joint acoustic video system,”
IEEE Trans. Multimedia, vol. 9, pp. 715727, June 2009
conferences
C. Hegde, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Lie operators for compressive sensing,”
ICASSP 2014
C. Hegde, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Learning measurement matrices for redundant dictionaries,”
SPARS, 2013
L. Xu, A. C. Sankaranarayanan, C. Studer, Y. Li, R. G. Baraniuk, K. F. Kelly,
“Multiscale compressive video acquisition,”
COSI, 2013
D. K. Grady, M. Moll, C. Hegde, A. C. Sankaranarayanan, R. G. Baraniuk, and L. E. Kavraki,
“Multirobot target verification with reachability constraints,”
IEEE Intl. Symp. Safety, Security, and Rescue Robotics (SSRR), 2012
D. K. Grady, M. Moll, C. Hegde, A. C. Sankaranarayanan, R. G. Baraniuk, and L. E. Kavraki,
“Multiobjective sensor replanning for a carlike robot,”
SSRR, 2012
C. Hegde, A. C. Sankaranarayanan, and R. G. Baraniuk,
“Near isometric linear embeddings of manifolds,”
Statistical Signal Processing (SSP) Workshop, 2012
A. C. Sankaranarayanan, C. Studer, and R. G. Baraniuk,
“CSMUVI: Video compressive sensing using spatially multiplexing cameras,”
ICCP, 2012
J. Holloway, A. C. Sankaranarayanan, A. Veeraraghavan, and S. Tambe,
“Flutter shutter video camera for compressive sensing of highspeed videos,”
ICCP, 2012
A. E. Waters, A. C. Sankaranarayanan, and R. G. Baraniuk
"SpaRCS: Compressive sensing of sparse and low rank matrices,”
NIPS, 2012
A. C. Sankaranarayanan, C. Hegde, S. Nagraj, and R. G. Baraniuk,
“Go with the Flow: Optical flowbased transport operators for image manifolds,”
Allerton, 2011
A. C. Sankaranarayanan, P. Turaga, R. G. Baraniuk and R. Chellappa,
“Compressive acquisition of dynamic scenes,”
ECCV, 2010
A. C. Sankaranarayanan, A. Veeraraghavan, O. Tuzel, and A. Agrawal,
“Image invariants for smooth reflective surfaces,”
ECCV, 2010
A. C. Sankaranarayanan, A. Veeraraghavan, O. Tuzel and A. Agrawal,
“Specular surface reconstruction from sparse reflection correspondences,”
CVPR, 2010
Q. Cai, A. C. Sankaranarayanan, Q. Zhang, Z. Liu, and Z. Zhang,
“Real time head pose tracking from multiple cameras with a generic model,”
AMFG Workshop, 2010
V. Cevher, A. C. Sankaranarayanan, M. Duarte, D. Reddy, R. G. Baraniuk ,and R. Chellappa,
“Compressive sensing for background subtraction,”
ECCV, 2008
A. C. Sankaranarayanan and R. Chellappa,
“Stochastic fusion of multiview gradients,”
ICIP, 2008
D. Reddy, A. C. Sankaranarayanan, V. Cevher, and R. Chellappa,
“Compressed sensing for multiview tracking and 3D voxel reconstruction,”
ICIP, 2008
V. Cevher, A. C. Sankaranarayanan, and R. Chellappa,
“Factorized variational approximations for acoustic multi source localization,”
ICASSP, 2008
A. C. Sankaranarayanan and R. Chellappa,
“Optimal multiview fusion of object locations,”
Workshop on Motion and Video Computing, 2008.
H. Wu, R. Chellappa, A. C. Sankaranarayanan, and S. K. Zhou,
“Robust visual tracking using the timereversibility constraint,”
ICCV, 2007
H. Wu, A. C. Sankaranarayanan, and R. Chellappa,
“Insitu evaluation of tracking algorithms using time reversed chains,”
CVPR, 2007
A. C. Sankaranarayanan, R. Chellappa, and A. Srivastava,
“Algorithmic and architectural design methodologies for particle filters in hardware,”
ICCD, 2005
A. C. Sankaranarayanan, R. Chellappa, and Q. Zheng,
“Tracking objects in video using motion and appearance models,”
ICIP, 2005
book chapters
R. Chellappa and A. C. Sankaranarayanan,
“Surveillance,”
Encyclopedia of Biometrics, Stan Li (Ed.), Springer, 2009
R. Chellappa, A. Veeraraghavan, and A. C. Sankaranarayanan,
“Knowledge extraction from surveillance sensors,”
Wiley Handbook on Science and Technology for Homeland Security, John G. Woeller (Ed.), Wiley, 2010
A. C. Sankaranarayanan, R. Chellappa, and R. G. Baraniuk,
“Distributed sensing and processing for multicamera networks,”
Distributed Video Sensor Networks, Bir Bhanu et al. (Ed.), Springer 2011
M. Du, A. C. Sankaranarayanan, and R. Chellappa,
“Face tracking and recognition in a camera network,”
Multibiometrics for Human Identification, Bir Bhanu and Venu Govindaraju (Ed.), Cambridge, 2011
A. C. Sankaranarayanan and R. G. Baraniuk,
“Compressive Sensing,”
Encyclpedia of Computer Vision, Ikeuchi (Ed.), (to appear)
phd dissertation
“Robust and efficient inference of scene and object motion in multicamera systems,” 2009
Winner of Distinguished Dissertation Fellowship, ECE Department, U. Maryland, 20082009
