Search Results - "manifold constrained convolutional sparse coding"

Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets

Authors: Yang, Linlin Li, Ce Han, Jungong et al.

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

Subject Terms: 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

File Description: application/pdf; restricted

Access URL: 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

Authors: Yang, L. Li, C. Han, J. et al.

Index Terms: Journal Article

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

Moving object detection in gigapixel-level videos using manifold sparse representation.

Authors: Liu, Jingjing Feng, Manlong Gu, Dongzhou et al.

Source: Multimedia Tools & Applications; Feb2024, Vol. 83 Issue 6, p18381-18405, 25p

深度展开网络的高光谱异常探测. (Chinese)

Alternate Title: Deep unfolding network for hyperspectral anomaly detection. (English)

Authors: 李晨玉 洪丹枫 张兵

Source: Journal of Remote Sensing; Jan2024, Vol. 28 Issue 1, p69-77, 9p

Subject Terms: REMOTE sensing

Learning the sparse prior: Modern approaches.

Authors: Peng, Guan‐Ju

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

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

Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning.

Authors: Wang, Runqi Liu, Zhen Zhang, Baochang et al.

Source: International Journal of Computer Vision; Jan2023, Vol. 131 Issue 1, p385-404, 20p

Subject Terms: CONVOLUTIONAL neural networks, FEATURE extraction

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

Authors: Wu, Heng Fu, Kui Zhao, Yifan et al.

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

Subject Terms: INPAINTING, SUPERVISED learning, COMPUTER vision, LEARNING strategies

Image Target Detection and Recognition Method Using Deep Learning.

Authors: Sun, Hongyan

Source: Advances in Multimedia; 7/7/2022, p1-11, 11p

Subject Terms: IMAGE recognition (Computer vision), DEEP learning, ERROR rates, REFERENCE values

Anisotropic Convolution for Image Classification.

Authors: Li, Wenjuan Li, Bing Yuan, Chunfeng et al.

Source: IEEE Transactions on Image Processing; 2020, Vol. 29, p5584-5595, 12p

Subject Terms: IMAGE recognition (Computer vision), FEATURE extraction, CONVOLUTIONAL neural networks, NETWORK performance, MATHEMATICAL convolutions

Regenerating face images from multi-spectral palm images using multiple fusion methods.

Authors: Al-Nima, Raid Rafi Omar Al-Ridha, Moatasem Yaseen Farqad Hamid Abdulraheem

Source: Telkomnika; Dec2019, Vol. 17 Issue 6, p3110-3119, 10p

Subject Terms: FEATURE extraction, ERROR rates, PALMS, IMAGE, FACE

Enhanced Bird Detection from Low-Resolution Aerial Image Using Deep Neural Networks.

Authors: Li, Ce Zhang, Baochang Hu, Hanwen et al.

Source: Neural Processing Letters; Jun2019, Vol. 49 Issue 3, p1021-1039, 19p

Subject Terms: ARTIFICIAL neural networks, OBJECT recognition (Computer vision), DRONE aircraft, SPRAYING & dusting in agriculture, HIGH resolution imaging, BIRDS

Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images.

Authors: Zhang, Kai Wang, Min Yang, Shuyuan et al.

Source: IEEE Transactions on Geoscience & Remote Sensing; Feb2019, Vol. 57 Issue 2, p1117-1130, 14p

Subject Terms: MULTISPECTRAL imaging, IMAGE fusion, IMAGE compression, IMAGE reconstruction, DIGITAL image processing

SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis.

Authors: Hong, Danfeng Zhu, Xiao Xiang

Source: IEEE Journal of Selected Topics in Signal Processing; Dec2018, Vol. 12 Issue 6, p1351-1363, 13p

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

Authors: Liu, Jingjing Ma, Shiwei Chen, Guanghua et al.

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

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

Robust kernelized correlation filter with scale adaption for real-time single object tracking.

Authors: Li, Ce Liu, Xingchao Su, Xiangbo et al.

Source: Journal of Real-Time Image Processing; Oct2018, Vol. 15 Issue 3, p583-596, 14p

2017 Index IEEE Journal of Selected Topics in Signal Processing Vol. 11.

Source: IEEE Journal of Selected Topics in Signal Processing; Dec2017, Vol. 11 Issue 8, p1367-1382, 16p

Introduction to the Issue on Light Field Image Processing.

Authors: Liu, Yebin Fang, Lu Gutierrez, Diego et al.

Source: IEEE Journal of Selected Topics in Signal Processing; Oct2017, Vol. 11 Issue 7, p923-925, 3p

IPGM: Inertial Proximal Gradient Method for Convolutional Dictionary Learning.

Authors: Li, Jing Wei, Xiao Wang, Fengpin et al.

Source: Electronics (2079-9292); Dec2021, Vol. 10 Issue 23, p3021, 1p

Subject Terms: DATA dictionaries, ALGORITHMS

Table of Contents.

Source: IEEE Journal of Selected Topics in Signal Processing; Oct2017, Vol. 11 Issue 7, p921-921, 2p

Neural Networks with Model Compression

Authors: Baochang Zhang Tiancheng Wang Sheng Xu et al.

Resource Type: eBook.

Subjects: Neural networks (Computer science)

Categories: MATHEMATICS / Probability & Statistics / General, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Image Processing, COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition