Umamahesh Srinivas

21 papers B 4C 1Misc 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2017 — ch.
Sparsity Constrained Estimation in Image Processing and Computer Vision.
Handbook of Convex Optimization Methods in Imaging Science
Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas
2016 J jnl
Discriminative models for robust image classification.
CoRR
Umamahesh Srinivas
2015 J jnl
Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals.
IEEE Trans. Cybern.
Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga
2015 J jnl
Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors.
CoRR
Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran
2015 J jnl
Structured Sparse Priors for Image Classification.
IEEE Trans. Image Process.
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
2014 B conf
Group structured dirty dictionary learning for classification.
ICIP
Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga
2014 B conf
Multi-task image classification via collaborative, hierarchical spike-and-slab priors.
ICIP
Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran
2014 J jnl
SAR Automatic Target Recognition Using Discriminative Graphical Models.
IEEE Trans. Aerosp. Electron. Syst.
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
2014 J jnl
Simultaneous Sparsity Model for Histopathological Image Representation and Classification.
IEEE Trans. Medical Imaging
Umamahesh Srinivas, Hojjat Seyed Mousavi, Vishal Monga, Arthur Hattel, Bhushan Jayarao
2014 J jnl
Structured Dictionary Learning for Classification.
CoRR
Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran
2013 J jnl
Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models.
IEEE Geosci. Remote. Sens. Lett.
Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran
2013 Misc conf
Graph-based multi-sensor fusion for acoustic signal classification.
ICASSP
Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga
2013 Misc conf
Hierarchical sparse modeling using Spike and Slab priors.
ICASSP
Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga
2013 — conf
SHIRC: A simultaneous sparsity model for histopathological image representation and classification.
ISBI
Umamahesh Srinivas, Hojjat Seyed Mousavi, Charles Jeon, Vishal Monga, Arthur Hattel, Bhushan Jayarao
2013 B conf
Structured sparse priors for image classification.
ICIP
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
2012 C conf
Discriminative graphical models for sparsity-based hyperspectral target detection.
IGARSS
Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran
2011 B conf
Automatic target recognition using discriminative graphical models.
ICIP
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
2011 J jnl
Discriminative Local Sparse Representations for Robust Face Recognition
CoRR
Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran
2011 — conf
Image-adaptive Color Super-resolution.
CIC
Umamahesh Srinivas, Xuan Mo, Manu Parmar, Vishal Monga
2011 Misc conf
Scalable robust hypothesis tests using graphical models.
ICASSP
Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, José M. F. Moura
2011 — conf
Sparsity-based face recognition using discriminative graphical models.
ACSCC
Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran