Umamahesh Srinivas

According to our database, Umamahesh Srinivas authored at least 19 papers between 2011 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Sparsity Constrained Estimation in Image Processing and Computer Vision.

Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas

Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016

Discriminative models for robust image classification.

Umamahesh Srinivas

CoRR, 2016

2015

Structured Sparse Priors for Image Classification.

Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran

IEEE Trans. Image Process., 2015

Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals.

Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga

IEEE Trans. Cybern., 2015

2014

Simultaneous Sparsity Model for Histopathological Image Representation and Classification.

Umamahesh Srinivas, Hojjat Seyed Mousavi, Vishal Monga, Arthur Hattel, Bhushan Jayarao

IEEE Trans. Medical Imaging, 2014

SAR Automatic Target Recognition Using Discriminative Graphical Models.

Umamahesh Srinivas, Vishal Monga, Raghu G. Raj

IEEE Trans. Aerosp. Electron. Syst., 2014

Structured Dictionary Learning for Classification.

Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran

CoRR, 2014

Group structured dirty dictionary learning for classification.

Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-task image classification via collaborative, hierarchical spike-and-slab priors.

Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models.

Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran

IEEE Geosci. Remote. Sens. Lett., 2013

SHIRC: A simultaneous sparsity model for histopathological image representation and classification.

Umamahesh Srinivas, Hojjat Seyed Mousavi, Charles Jeon, Vishal Monga, Arthur Hattel, Bhushan Jayarao

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Hierarchical sparse modeling using Spike and Slab priors.

Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga

Proceedings of the IEEE International Conference on Acoustics, 2013

Graph-based multi-sensor fusion for acoustic signal classification.

Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Discriminative graphical models for sparsity-based hyperspectral target detection.

Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Discriminative Local Sparse Representations for Robust Face Recognition

Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran

CoRR, 2011

Image-adaptive Color Super-resolution.

Umamahesh Srinivas, Xuan Mo, Manu Parmar, Vishal Monga

Proceedings of the 19th Color and Imaging Conference, 2011

Automatic target recognition using discriminative graphical models.

Umamahesh Srinivas, Vishal Monga, Raghu G. Raj

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable robust hypothesis tests using graphical models.

Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, José M. F. Moura

Proceedings of the IEEE International Conference on Acoustics, 2011

Sparsity-based face recognition using discriminative graphical models.

Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011