Search Results for author: Tiep Vu

Found 3 papers, 2 papers with code

Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques

1 code implementation4 Oct 2018 Tiep Vu, Lam Nguyen, Vishal Monga

Using low-frequency (UHF to L-band) ultra-wideband (UWB) synthetic aperture radar (SAR) technology for detecting buried and obscured targets, e. g. bomb or mine, has been successfully demonstrated recently.

Dictionary Learning General Classification +1

Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery

no code implementations16 Jan 2018 Tiep Vu, Lam Nguyen, Tiantong Guo, Vishal Monga

The classification problem has been firstly, and partially, addressed by sparse representation-based classification (SRC) method which can extract noise from signals and exploit the cross-channel information.

Classification Denoising +2

Fast Low-rank Shared Dictionary Learning for Image Classification

2 code implementations27 Oct 2016 Tiep Vu, Vishal Monga

Our dictionary learning framework is hence characterized by both a shared dictionary and particular (class-specific) dictionaries.

Classification Dictionary Learning +2

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