Search Results - "Vu, Tiep H."

DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification by Vu, Tiep H., Mousavi, Hojjat S., Monga, Vishal, Rao, U.K. Arvind, Rao, Ganesh

“…In histopathological image analysis, feature extraction for classification is a challenging task due to the diversity of histology features suitable for each…”
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Learning a low-rank shared dictionary for object classification by Vu, Tiep H., Monga, Vishal

“…Despite the fact that different objects possess distinct class-specific features, they also usually share common patterns. Inspired by this observation, we…”
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Adaptive matching pursuit for sparse signal recovery by Vu, Tiep H., Mousavi, Hojjat S., Monga, Vishal

“…Spike and Slab priors have been of much recent interest in signal processing as a means of inducing sparsity in Bayesian inference. Applications domains that…”
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Deep network for simultaneous decomposition and classification in UWB-SAR imagery by Vu, Tiep H., Nguyen, Lam, Guo, Tiantong, Monga, Vishal

“…Classifying buried and obscured targets of interest from other natural and manmade clutter objects in the scene is an important problem for the U.S. Army…”
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Learning a low-rank shared dictionary for object classification by Vu, Tiep H, Monga, Vishal

“…Despite the fact that different objects possess distinct class-specific features, they also usually share common patterns. Inspired by this observation, we…”
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Tensor sparsity for classifying low-frequency ultra-wideband (UWB) SAR imagery by Vu, Tiep H., Lam Nguyen, Le, Calvin, Monga, Vishal

“…Although a lot of progress has been made over the years, one critical challenge still facing low-frequency (UHF to L-band) ultra-wideband (UWB) synthetic…”
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Adaptive matching pursuit for sparse signal recovery by Vu, Tiep H, Mousavi, Hojjat S, Monga, Vishal

“…Spike and Slab priors have been of much recent interest in signal processing as a means of inducing sparsity in Bayesian inference. Applications domains that…”
Get full text

DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification by Vu, Tiep H, Mousavi, Hojjat S, Monga, Vishal, Rao, UK Arvind, Rao, Ganesh

“…In histopathological image analysis, feature extraction for classification is a challenging task due to the diversity of histology features suitable for each…”
Get full text