Umamahesh Srinivas

发表

Sparsity-based face recognition using discriminative graphical models

Trac D. Tran, Vishal Monga, Yi Chen, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Automatic target recognition using discriminative graphical models

Raghu G. Raj, Vishal Monga, Umamahesh Srinivas, 2011, 2011 18th IEEE International Conference on Image Processing.

Simultaneous Sparsity Model for Histopathological Image Representation and Classification

Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas, 2014, IEEE Transactions on Medical Imaging.

Discriminative models for robust image classification pdf

Umamahesh Srinivas, U. Srinivas, 2013, ArXiv.

SAR Automatic Target Recognition Using Discriminative Graphical Models

Raghu G. Raj, Vishal Monga, Umamahesh Srinivas, 2014, IEEE Transactions on Aerospace and Electronic Systems.

Structured sparse priors for image classification

Trac D. Tran, Vishal Monga, Yuanming Suo, 2013, ICIP.

Wavelength diversity based infrared super-resolution and condition-based maintenance

R. Lee Culver, N. K. Bose, Umamahesh Srinivas, 2008 .

Discriminative Local Sparse Representations for Robust Face Recognition pdf

Trac D. Tran, Vishal Monga, Yi Chen, 2011, ArXiv.

Structured Sparse Priors for Image Classification

Trac D. Tran, Vishal Monga, Minh Dao, 2013, IEEE Transactions on Image Processing.

Image-adaptive Color Super-resolution

Vishal Monga, Manu Parmar, Xuan Mo, 2011, Color Imaging Conference.

Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals

Nasser M. Nasrabadi, Vishal Monga, Umamahesh Srinivas, 2015, IEEE Transactions on Cybernetics.

Sparsity Constrained Estimation in Image Processing and Computer Vision

Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas, 2017, Handbook of Convex Optimization Methods in Imaging Science.

Group structured dirty dictionary learning for classification

Trac D. Tran, Vishal Monga, Hojjat Seyed Mousavi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models

Trac D. Tran, Nasser M. Nasrabadi, Vishal Monga, 2013, IEEE Geoscience and Remote Sensing Letters.

Meta-classifiers for exploiting feature dependencies in automatic target recognition

Raghu G. Raj, Vishal Monga, Umamahesh Srinivas, 2011, 2011 IEEE RadarCon (RADAR).

Hierarchical sparse modeling using Spike and Slab priors

Trac D. Tran, Vishal Monga, Minh Dao, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

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

Vishal Monga, Hojjat Seyed Mousavi, Charles Jeon, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

SAR automatic target recognition via non-negative matrix approximations

Vishal Monga, Vahid R. Riasati, Umamahesh Srinivas, 2012, Defense + Commercial Sensing.

Graph-based multi-sensor fusion for acoustic signal classification

Nasser M. Nasrabadi, Vishal Monga, Umamahesh Srinivas, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Scalable robust hypothesis tests using graphical models

José M. F. Moura, Vishal Monga, Divyanshu Vats, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Second and higher order whitening image in reconstruction

R. L. Culver, N. K. Bose, Umamahesh Srinivas, 2009 .

Discriminative graphical models for sparsity-based hyperspectral target detection

Trac D. Tran, Nasser M. Nasrabadi, Vishal Monga, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Structured Dictionary Learning for Classification pdf

Trac D. Tran, Vishal Monga, Minh Dao, 2014, ArXiv.

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

Trac D. Tran, Vishal Monga, Hojjat Seyed Mousavi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

A constrained optimization perspective on joint spatial resolution and dynamic range enhancement

Vishal Monga, Umamahesh Srinivas, 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

A greedy pursuit approach to classification using multitask multivariate sparse representations

Vishal Monga, Charles Jeon, Umamahesh Srinivas, 2012 .