Výsledky vyhledávání - manifold constrained convolutional sparse coding

Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets

Autoři: Yang, Linlin Li, Ce Han, Jungong a další

Zdroj: IEEE Journal of Selected Topics in Signal Processing. 11:1072-1081

Témata: light field, 0202 electrical engineering, electronic engineering, information engineering, Convolutional sparse coding, 02 engineering and technology, manifold constrained convolutional sparse coding, image reconstruction, image deblurring

Popis souboru: application/pdf; restricted

Přístupová URL adresa: https://eprints.lancs.ac.uk/id/eprint/87883/1/LinlinIEEESTSP.pdf
https://eprints.lancs.ac.uk/id/eprint/87883/
https://ieeexplore.ieee.org/document/8015127/
https://dblp.uni-trier.de/db/journals/jstsp/jstsp11.html#YangLHCYZCL17
https://doi.org/10.1109/JSTSP.2017.2743683
https://ui.adsabs.harvard.edu/abs/2017ISTSP..11.1072Y/abstract
http://ieeexplore.ieee.org/document/8015127/
https://eprints.lancs.ac.uk/id/eprint/87883/

Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets

Autoři: Yang, L. Li, C. Han, J. a další

Témata: Journal Article

URL: http://hdl.handle.net/20.500.11937/60242

Kernel locality-constrained sparse coding for head pose estimation.

Autoři: Hyunduk Kim Myoung-Kyu Sohn Dong-Ju Kim a další

Zdroj: IET Computer Vision (Wiley-Blackwell); Dec2016, Vol. 10 Issue 8, p828-835, 8p

Témata: KERNEL (Mathematics), CODING theory, ROBUST control, MATHEMATICAL mappings, FEATURE selection

Supervised Deep Sparse Coding Networks for Image Classification.

Autoři: Sun, Xiaoxia Nasrabadi, Nasser M. Tran, Trac D.

Zdroj: IEEE Transactions on Image Processing; 2020, Vol. 29, p405-418, 14p

Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning.

Autoři: Tolooshams, Bahareh Dey, Sourav Ba, Demba

Zdroj: IEEE Transactions on Neural Networks & Learning Systems; Jun2021, Vol. 32 Issue 6, p2415-2429, 15p

Témata: IMAGE denoising, RECURRENT neural networks, EXPECTATION-maximization algorithms, REGULARIZATION parameter

Simultaneous sparse coding with Laplacian scale mixture prior for image restoration.

Autoři: Lu, Xiaolei Lü, Xuebin Zuo, Yongsheng

Zdroj: Journal of Electronic Imaging; Sep/Oct2018, Vol. 27 Issue 5, p1-16, 16p

Témata: SPARSE graphs, LAPLACIAN matrices, GRAPH theory, IMAGE reconstruction, IMAGE recognition (Computer vision), IMAGE processing

A feature extraction and similarity metric-learning framework for urban model retrieval.

Autoři: Wang, Yuebin Zhang, Liqiang Tong, Xiaohua a další

Zdroj: International Journal of Geographical Information Science; Sep2017, Vol. 31 Issue 9, p1749-1769, 21p

Témata: FEATURE extraction, INFORMATION retrieval, SEARCH algorithms, DATABASES, ARTIFICIAL neural networks

Manifold Gradient Descent Solves Multi-Channel Sparse Blind Deconvolution Provably and Efficiently.

Autoři: Shi, Laixi Chi, Yuejie

Zdroj: IEEE Transactions on Information Theory; Jul2021, Vol. 67 Issue 7, p4784-4811, 28p

Témata: INVERSE problems, DECONVOLUTION (Mathematics), SIGNAL processing, COMPUTER vision, SPARSE matrices, DATA modeling

Multitask joint spatial pyramid matching using sparse representation with dynamic coefficients for object recognition.

Autoři: Hajigholam, Mohammad-Hossein Raie, Abolghasem-Asadollah Faez, Karim

Zdroj: Journal of Electronic Imaging; Mar/Apr2016, Vol. 25 Issue 2, p1-8, 8p

Témata: OBJECT recognition (Computer vision), BURIED object detection, SHAPE recognition (Computer vision), IMAGE recognition (Computer vision), TECHNOLOGICAL innovations

Joint self-supervised and reference-guided learning for depth inpainting.

Autoři: Wu, Heng Fu, Kui Zhao, Yifan a další

Zdroj: Computational Visual Media; Dec2022, Vol. 8 Issue 4, p597-612, 16p

Témata: INPAINTING, SUPERVISED learning, COMPUTER vision, LEARNING strategies

4 Sparse Coding for Visual Recognition: 4.2 The botany of sparse feature coding.

Autoři: Mairal, Julien Bach, Francis Ponce, Jean

Zdroj: Foundations & Trends in Computer Graphics & Vision; 2012, Vol. 8 Issue 2/3, p199-205, 7p

Témata: VISUAL perception, SPARSE approximations, CODING theory, MACHINE theory, COMPUTER graphics

Data-driven approach for the delineation of the irritative zone in epilepsy in MEG.

Autoři: Chirkov, Valerii Kryuchkova, Anna Koptelova, Alexandra a další

Zdroj: PLoS ONE; 10/25/2022, Vol. 17 Issue 10, p1-16, 16p

Témata: EPILEPTIFORM discharges, EPILEPSY, PEOPLE with epilepsy, EPILEPSY surgery, SURGICAL margin, INDEPENDENT component analysis

Cross-subject motor imagery classification via transfer Riemannian space-based sparse coding.

Autoři: Yang, Yuru Luo, Tian-Jian

Zdroj: International Journal of Intelligent Computing & Cybernetics; 2025, Vol. 18 Issue 3, p537-562, 26p

Monocular three-dimensional human pose estimation using local-topology preserved sparse retrieval.

Autoři: Yu, Jialin Sun, Jifeng Song, Zhiguo a další

Zdroj: Journal of Electronic Imaging; May/Jun2017, Vol. 26 Issue 3, p1-15, 15p

Témata: MONOCULAR vision, POSE estimation (Computer vision), TOPOLOGY, FEATURE extraction, IMAGE processing, IMAGE retrieval

Incorporation of Histogram Intersection and Semantic Information into Non-Negative Local Laplacian Sparse Coding for Image Classification.

Autoři: Shi, Ying Wan, Yuan Wang, Xinjian a další

Zdroj: Mathematics (2227-7390); Jan2025, Vol. 13 Issue 2, p219, 23p

Témata: IMAGE recognition (Computer vision), SUPPORT vector machines, ALGORITHMS, HISTOGRAMS, IMAGE representation

Learning the sparse prior: Modern approaches.

Autoři: Peng, Guan‐Ju

Zdroj: WIREs: Computational Statistics; Jan/Feb2024, Vol. 16 Issue 1, p1-29, 29p

Témata: RECURRENT neural networks, SUPERVISED learning, ENCYCLOPEDIAS & dictionaries, PRIOR learning, DATA science

S³diff: Semantic Fusion and Structure-Guided Global Generation from a Single Image with Diffusion Models.

Autoři: Zhang, Xianjie Zhang, Yusen He, Yujie a další

Zdroj: Journal of Artificial Intelligence & Soft Computing Research; Jan2026, Vol. 16 Issue 1, p39-53, 15p

Témata: SCARCITY, DESIGN

Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging.

Autoři: Zhou, Yihang Wang, Haifeng Liu, Yuanyuan a další

Zdroj: IEEE Transactions on Biomedical Engineering; Oct2022, Vol. 69 Issue 10, p2996-3007, 12p

Témata: MAGNETIC resonance imaging, BRAIN mapping, IMAGE representation, PARAMETRIC modeling, DATA mapping, SPARSE approximations, IMAGE reconstruction algorithms

Face recognition based on manifold constrained joint sparse sensing with K-SVD.

Autoři: Liu, Jingjing Ma, Shiwei Chen, Guanghua a další

Zdroj: Multimedia Tools & Applications; Nov2018, Vol. 77 Issue 21, p28863-28883, 21p

Témata: HUMAN facial recognition software, LIGHTING, ALGORITHMS, LINEAR codes, IMAGE analysis

$p$-Laplacian Regularized Sparse Coding for Human Activity Recognition.

Autoři: Liu, Weifeng Zha, Zheng-Jun Wang, Yanjiang a další

Zdroj: IEEE Transactions on Industrial Electronics; Aug2016, Vol. 63 Issue 8, p5120-5129, 10p

Témata: HUMAN activity recognition, ALGORITHM research, PATTERN recognition systems, MANIFOLDS (Engineering), COMPUTER vision