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ORCIDUmamahesh Srinivas
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2010 – 2019
- 2017
[p1]Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas:
Sparsity Constrained Estimation in Image Processing and Computer Vision. Handbook of Convex Optimization Methods in Imaging Science 2017: 177-206- 2016
- [i4]Umamahesh Srinivas:
Discriminative models for robust image classification. CoRR abs/1603.02736 (2016) - 2015
- [j5]Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga:
Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. IEEE Trans. Cybern. 45(3): 576-587 (2015) - [j4]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured Sparse Priors for Image Classification. IEEE Trans. Image Process. 24(6): 1763-1776 (2015) - [i3]Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran:
Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors. CoRR abs/1501.07867 (2015) - 2014
- [j3]Umamahesh Srinivas, Vishal Monga, Raghu G. Raj:
SAR Automatic Target Recognition Using Discriminative Graphical Models. IEEE Trans. Aerosp. Electron. Syst. 50(1): 591-606 (2014) - [j2]Umamahesh Srinivas, Hojjat Seyed Mousavi, Vishal Monga, Arthur Hattel, Bhushan Jayarao:
Simultaneous Sparsity Model for Histopathological Image Representation and Classification. IEEE Trans. Medical Imaging 33(5): 1163-1179 (2014) - [c11]Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga:
Group structured dirty dictionary learning for classification. ICIP 2014: 150-154 - [c10]Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran:
Multi-task image classification via collaborative, hierarchical spike-and-slab priors. ICIP 2014: 4236-4240 - [i2]Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran:
Structured Dictionary Learning for Classification. CoRR abs/1406.1943 (2014) - 2013
- [j1]Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran:
Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. IEEE Geosci. Remote. Sens. Lett. 10(3): 505-509 (2013) - [c9]Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga:
Graph-based multi-sensor fusion for acoustic signal classification. ICASSP 2013: 261-265 - [c8]Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga:
Hierarchical sparse modeling using Spike and Slab priors. ICASSP 2013: 3103-3107 - [c7]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured sparse priors for image classification. ICIP 2013: 3211-3215 - [c6]Umamahesh Srinivas, Hojjat Seyed Mousavi, Charles Jeon, Vishal Monga, Arthur Hattel, Bhushan Jayarao:
SHIRC: A simultaneous sparsity model for histopathological image representation and classification. ISBI 2013: 1118-1121 - 2012
- [c5]Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran:
Discriminative graphical models for sparsity-based hyperspectral target detection. IGARSS 2012: 1489-1492 - 2011
- [c4]Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran:
Sparsity-based face recognition using discriminative graphical models. ACSCC 2011: 1204-1208 - [c3]Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, José M. F. Moura:
Scalable robust hypothesis tests using graphical models. ICASSP 2011: 3612-3615 - [c2]Umamahesh Srinivas, Vishal Monga, Raghu G. Raj:
Automatic target recognition using discriminative graphical models. ICIP 2011: 33-36 - [c1]Umamahesh Srinivas, Xuan Mo, Manu Parmar, Vishal Monga:
Image-adaptive Color Super-resolution. CIC 2011: 120-125 - [i1]Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran:
Discriminative Local Sparse Representations for Robust Face Recognition. CoRR abs/1111.1947 (2011)
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