Concepedia

Umamahesh Srinivas

US

12

Publications

579

Citations

12

H-Index

2011

Active since

Affiliations

Pennsylvania State University(Current)

Johns Hopkins University

United States Naval Research Laboratory

DEVCOM Army Research Laboratory

Umamahesh Srinivas is an author at Pennsylvania State University specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionDeep LearningImage AnalysisComputer VisionComputer ScienceMachine VisionMedical Image Computing

Publications per year

2011–2015

12

Publications

12

SAR Automatic Target Recognition Using Discriminative Graphical Models

Umamahesh Srinivas, Vishal Monga, Raghu G. Raj · IEEE Transactions on Aerospace and Electronic Systems · 2014 · 182 citations

Radar, Image Classification, Machine Vision +15

Simultaneous Sparsity Model for Histopathological Image Representation and Classification

Umamahesh Srinivas, Hojjat Seyed Mousavi, Vishal Monga et al. · IEEE Transactions on Medical Imaging · 2014 · 92 citations

Engineering, Machine Learning, Digital Pathology +21

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models

Umamahesh Srinivas, Yi Chen, Vishal Monga et al. · IEEE Geoscience and Remote Sensing Letters · 2012 · 72 citations

Graph Sparsity, Engineering, Machine Learning +17

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

Umamahesh Srinivas, Hojjat Seyed Mousavi, Charles Jeon et al. · 2013 · 41 citations

Engineering, Machine Learning, Digital Pathology +21

Structured Sparse Priors for Image Classification

Umamahesh Srinivas, Yuanming Suo, Minh N. Dao et al. · IEEE Transactions on Image Processing · 2015 · 38 citations

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