Search Results - "Vu, Tiep Huu"
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1
Fast Low-Rank Shared Dictionary Learning for Image Classification
Published in IEEE transactions on image processing (01-11-2017)“…Despite the fact that different objects possess distinct class-specific features, they also usually share common patterns. This observation has been exploited…”
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Journal Article -
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Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning
Published in IEEE transactions on medical imaging (01-03-2016)“…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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Journal Article -
3
Classifying Multichannel UWB SAR Imagery via Tensor Sparsity Learning Techniques
Published in IEEE transactions on aerospace and electronic systems (01-08-2019)“…Using low-frequency (UHF to L-band) ultrawideband synthetic aperture radar (SAR) technology for detecting buried and obscured targets, e.g., bomb or mine, has…”
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Journal Article -
4
Deep Wavelet Prediction for Image Super-Resolution
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-07-2017)“…Recent advances have seen a surge of deep learning approaches for image super-resolution. Invariably, a network, e.g. a deep convolutional neural network (CNN)…”
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Conference Proceeding -
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Secure remote updating of bitstream in partial reconfigurable embedded systems based on FPGA
Published in 2013 International Conference on Computing, Management and Telecommunications (01-01-2013)“…Intellectual Property protection on FPGAs is a major challenge for FPGA manufacturers. Adding security features to the FPGA is not difficult but there is no…”
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Conference Proceeding Journal Article -
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Signal Classification Under Structured Sparsity Constraints
Published 01-01-2019“…Object Classification is a key direction of research in signal and image processing, computer vision and artificial intelligence. The goal is to come up with…”
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Dissertation -
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Signal Classification under structure sparsity constraints
Published 27-12-2018“…Object Classification is a key direction of research in signal and image processing, computer vision and artificial intelligence. The goal is to come up with…”
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Journal Article -
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NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-07-2017)“…This paper reviews the first challenge on single image super-resolution (restoration of rich details in an low resolution image) with focus on proposed…”
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Conference Proceeding -
9
Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning
Published 16-06-2015“…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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Journal Article