Search Results - "tensor convolutional sparse coding"
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Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification
ISSN: 0196-2892, 1558-0644Published: New York IEEE 2022Published in IEEE transactions on geoscience and remote sensing (2022)“… In this article, a deep high-order tensor convolutional sparse coding (CSC) model is proposed, which can be used to train deep high-order filters…”
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Journal Article -
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Deep High-order Tensor Convolutional Sparse Coding for Stereo Matching
Published: IEEE 06.08.2021Published in 2021 3rd International Conference on Robotics and Computer Vision (ICRCV) (06.08.2021)“… Therefore, it is very important to establish a deep high order tensor model. In this paper, we propose a deep high-order tensor convolutional sparse coding model, which can automatically learn the deep convolutional kernel…”
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Conference Proceeding -
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Online Tensor Robust Principal Component Analysis
ISSN: 2169-3536, 2169-3536Published: Piscataway IEEE 2022Published in IEEE access (2022)“…Online robust principal component analysis (RPCA) algorithms recursively decompose incoming data into low-rank and sparse components. However, they operate on…”
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Journal Article -
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Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 10.07.2020Published in arXiv.org (10.07.2020)“…Recently, there has been growing interest in the analysis of spectrograms of ElectroEncephaloGram (EEG), particularly to study the neural correlates of…”
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Two Layer Tensor Form Convolutional Sparse Coding for Stereo Matching
ISSN: 2169-3536, 2169-3536Published: Piscataway IEEE 2021Published in IEEE access (2021)“…Stereo matching is an important research topic in the field of computer vision. It recovers depth information from a pair of color images. Unfortunately,…”
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Journal Article