Search Results - "tensor convolutional sparse coding"

Deep High-order Tensor Convolutional Sparse Coding for Stereo Matching

Authors: Chunbo Cheng Wenjing Cui

Source: 2021 3rd International Conference on Robotics and Computer Vision (ICRCV). :57-62

Access URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9546963
http://xplorestaging.ieee.org/ielx7/9546952/9546953/09546963.pdf?arnumber=9546963

Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification

Authors: Chunbo Cheng Hong Li Jiangtao Peng et al.

Source: IEEE Transactions on Geoscience and Remote Sensing. 60:1-11

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis

Authors: Humbert, Pierre Oudre, Laurent Vayatis, Nivolas et al.

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, FOS: Electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, Electrical Engineering and Systems Science - Signal Processing, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2007.02534

Online Tensor Robust Principal Component Analysis

Authors: Mohammad M. Salut David V. Anderson

Source: IEEE Access, Vol 10, Pp 69354-69363 (2022)

Subject Terms: low-rank tensor model, 0202 electrical engineering, electronic engineering, information engineering, tensor singular value decomposition (T-SVD), Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Multilinear subspace learning, tensor convolutional sparse coding, TK1-9971

Access URL: https://doaj.org/article/7fcddcb050414e1494154fbff9e236af

Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification.

Authors: Cheng, Chunbo Li, Hong Peng, Jiangtao et al.

Source: IEEE Transactions on Geoscience & Remote Sensing; Mar2022, Vol. 60, p1-11, 11p

Subject Terms: FEATURE extraction, IMAGE compression, DEEP learning, CLASSIFICATION

A review of hyperspectral image classification based on graph neural networks.

Authors: Zhao, Xiaofeng Ma, Junyi Wang, Lei et al.

Source: Artificial Intelligence Review; Jun2025, Vol. 58 Issue 6, p1-56, 56p

On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning.

Authors: Pavel, Marius Sorin Moldovanu, Simona Aiordachioaie, Dorel

Source: Machine Learning & Knowledge Extraction; Jun2025, Vol. 7 Issue 2, p27-N.PAG, 37p

Subject Terms: EMOTIONS, MACHINE learning, RANDOM forest algorithms, DEEP learning, CLASSIFICATION, DATA augmentation, THERMOGRAPHY, SUPPORT vector machines

Dual-input ultralight multi-head self-attention learning network for hyperspectral image classification.

Authors: Li, Xinhao Xu, Mingming Liu, Shanwei et al.

Source: International Journal of Remote Sensing; Feb2024, Vol. 45 Issue 4, p1277-1303, 27p

Subject Terms: IMAGE recognition (Computer vision), DEEP learning, PROCESS capability, ELECTRONIC data processing, DATA compression, DATA mining

Deep learning algorithms for hyperspectral remote sensing classifications: an applied review.

Authors: Pal, Mahesh

Source: International Journal of Remote Sensing; Jan2024, Vol. 45 Issue 2, p451-491, 41p

Subject Terms: MACHINE learning, DEEP learning, REMOTE sensing, LAND cover, AGRICULTURE, CLASSIFICATION

Theories, algorithms and applications in tensor learning.

Authors: Deng, Xiaowu Shi, Yuanquan Yao, Dunhong

Source: Applied Intelligence; Sep2023, Vol. 53 Issue 17, p20514-20534, 21p

Subject Terms: MACHINE learning, DEEP learning, TENSOR algebra, ALGORITHMS, WIRELESS Internet, TELECOMMUNICATION

A Deep Sparse Representation with Random Dictionary for Hyperspectral Image Classification.

Authors: Xia, Tian Cheng, Chunbo Cui, Wenjing

Source: International Journal of Wavelets, Multiresolution & Information Processing; Sep2023, Vol. 21 Issue 5, p1-22, 22p

Subject Terms: DEEP learning, IMAGE recognition (Computer vision), FEATURE extraction

A Two-Stage Convolutional Sparse Coding Network for Hyperspectral Image Classification.

Authors: Cheng, Chunbo Peng, Jiangtao Cui, Wenjing

Source: IEEE Geoscience & Remote Sensing Letters; 2023, Vol. 20, p1-5, 5p

Two Layer Tensor Form Convolutional Sparse Coding for Stereo Matching

Authors: Chunbo Cheng Wenjing Cui

Source: IEEE Access, Vol 9, Pp 109396-109406 (2021)

Subject Terms: Stereo matching, high-order tensor, convolutional sparse coding, deep learning, dictionary learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9505664/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/04e6ac09e58644b7b77086b8048320b9

Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification.

Authors: Xi, Jiangbo Ersoy, Okan K. Cong, Ming et al.

Source: Remote Sensing; Jun2022, Vol. 14 Issue 12, pN.PAG-N.PAG, 17p

Subject Terms: DEEP learning, ARTIFICIAL neural networks, HYPERSPECTRAL imaging systems, REMOTE sensing, FEATURE extraction, IMAGE segmentation, COMPUTING platforms

Geographic Terms: SALINAS (Calif.)