Umamahesh Srinivas

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 4

Top Topics

Image Classification

Group Sparse Coding

Acoustic Signals

Graphical Models

Top Venues

IEEE Trans. Cybern.

Publications

Umamahesh Srinivas
Discriminative models for robust image classification. CoRR (2016)
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
Structured Sparse Priors for Image Classification. IEEE Trans. Image Process. 24 (6) (2015)
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 (2015)
Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga
Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. IEEE Trans. Cybern. 45 (3) (2015)
Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga
Group structured dirty dictionary learning for classification. ICIP (2014)
Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran
Structured Dictionary Learning for Classification. CoRR (2014)
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)
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) (2014)
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
SAR Automatic Target Recognition Using Discriminative Graphical Models. IEEE Trans. Aerosp. Electron. Syst. 50 (1) (2014)
Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga
Hierarchical sparse modeling using Spike and Slab priors. ICASSP (2013)
Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga
Graph-based multi-sensor fusion for acoustic signal classification. ICASSP (2013)
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) (2013)
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
Structured sparse priors for image classification. ICIP (2013)
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)
Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran
Discriminative graphical models for sparsity-based hyperspectral target detection. IGARSS (2012)
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
Automatic target recognition using discriminative graphical models. ICIP (2011)
Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, José M. F. Moura
Scalable robust hypothesis tests using graphical models. ICASSP (2011)
Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran
Discriminative Local Sparse Representations for Robust Face Recognition CoRR (2011)
Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran
Sparsity-based face recognition using discriminative graphical models. ACSCC (2011)
Umamahesh Srinivas, Xuan Mo, Manu Parmar, Vishal Monga
Image-adaptive Color Super-resolution. Color Imaging Conference (2011)