Umamahesh Srinivas
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Advanced SAR Imaging Techniques, Domain Adaptation and Few-Shot Learning, Image and Signal Denoising Methods
Most-Cited Works
- → SAR Automatic Target Recognition Using Discriminative Graphical Models(2014)182 cited
- → Simultaneous Sparsity Model for Histopathological Image Representation and Classification(2014)92 cited
- → Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models(2012)72 cited
- → SHIRC: A simultaneous sparsity model for histopathological image representation and classification(2013)41 cited
- → Structured Sparse Priors for Image Classification(2015)38 cited
- → Multi-task image classification via collaborative, hierarchical spike-and-slab priors(2014)30 cited
- → Group structured dirty dictionary learning for classification(2014)28 cited
- → Structured Dictionary Learning for Classification(2014)23 cited
- → Automatic target recognition using discriminative graphical models(2011)21 cited
- → Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals(2014)20 cited