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Umamahesh Srinivas
Umamahesh Srinivas
Distinguished Scientist, Apple
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Automatic target recognition using discriminative graphical models
U Srinivas, V Monga, RG Raj
Image Processing (ICIP), 2011 18th IEEE International Conference on, 33-36, 2011
2112011
SAR Automatic Target Recognition Using Discriminative Graphical Models
U Srinivas, V Monga, RG Raj
Aerospace and Electronic Systems, IEEE Transactions on 50 (1), 591-606, 2014
2102014
Simultaneous sparsity model for histopathological image representation and classification
U Srinivas, HS Mousavi, V Monga, A Hattel, B Jayarao
Medical Imaging, IEEE Transactions on 33 (5), 1163-1179, 2014
1102014
Exploiting sparsity in hyperspectral image classification via graphical models
U Srinivas, Y Chen, V Monga, NM Nasrabadi, TD Tran
IEEE Geoscience and Remote Sensing Letters 10 (3), 505-509, 2012
882012
SHIRC: A simultaneous sparsity model for histopathological image representation and classification
U Srinivas, H Mousavi, C Jeon, V Monga, A Hattel, B Jayarao
2013 IEEE 10th International Symposium on Biomedical Imaging, 1118-1121, 2013
572013
Structured sparse priors for image classification
U Srinivas, Y Suo, M Dao, V Monga, TD Tran
IEEE Transactions on Image Processing 24 (6), 1763-1776, 2015
502015
Structured sparse priors for image classification
U Srinivas, Y Suo, M Dao, V Monga, TD Tran
Image Processing (ICIP), 2013 20th IEEE International Conference on, 3211-3215, 2013
502013
Multi-task image classification via collaborative, hierarchical spike-and-slab priors
HS Mousavi, U Srinivas, V Monga, Y Suo, M Dao, TD Tran
Image Processing (ICIP), 2014 IEEE International Conference on, 4236-4240, 2014
382014
Group structured dirty dictionary learning for classification
Y Suo, M Dao, T Tran, H Mousavi, U Srinivas, V Monga
2014 IEEE International Conference on Image Processing (ICIP), 150-154, 2014
312014
Structured Dictionary Learning for Classification
Y Suo, M Dao, U Srinivas, V Monga, TD Tran
arXiv preprint arXiv:1406.1943, 2014
292014
Meta-classifiers for exploiting feature dependencies in automatic target recognition
U Srinivas, V Monga, RG Raj
2011 IEEE RadarCon (RADAR), 147-151, 2011
242011
Hierarchical sparse modeling using spike and slab priors
Y Suo, M Dao, T Tran, U Srinivas, V Monga
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
162013
Graph-based multi-sensor fusion for acoustic signal classification
U Srinivas, NM Nasrabadi, V Monga
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
92013
SAR automatic target recognition via non-negative matrix approximations
V Riasati, U Srinivas, V Monga
Automatic Target Recognition XXII 8391, 196-201, 2012
82012
Development and evaluation of an automated histology classification system for veterinary pathology
A Hattel, V Monga, U Srinivas, J Gillespie, J Brooks, J Fisher, B Jayarao
Journal of Veterinary Diagnostic Investigation 25 (6), 765-769, 2013
72013
Method and system for subpixel-level image multitoning
JL Gille, M Parmar, U Srinivas
US Patent App. 13/307,604, 2013
72013
Discriminative graphical models for sparsity-based hyperspectral target detection
U Srinivas, Y Chen, V Monga, NM Nasrabadi, TD Tran
2012 IEEE International Geoscience and Remote Sensing Symposium, 1489-1492, 2012
72012
Graph-based sensor fusion for classification of transient acoustic signals
U Srinivas, NM Nasrabadi, V Monga
IEEE transactions on cybernetics 45 (3), 562-573, 2014
52014
Sparsity-based face recognition using discriminative graphical models
U Srinivas, V Monga, Y Chen, TD Tran
2011 Conference Record of the Forty Fifth Asilomar Conference on Signals …, 2011
52011
Image-adaptive Color Super-resolution.
U Srinivas, X Mo, M Parmar, V Monga
Color Imaging Conference, 120-125, 2011
42011
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