Výsledky vyhledávání - multilayer convolutional sparse coding

An Improved Multilayer Convolutional Sparse Coding Model for Fault Feature Extraction of Rolling Element Bearings Under Varying Speed Conditions

Autoři: Guangming Dong

Zdroj: IEEE Transactions on Instrumentation and Measurement. 74:1-12

On Interpretability of CNNs for Multimodal Medical Image Segmentation

Autoři: Lazendic, Srdan Janssens, Jens Huang, Shaoguang a další

Zdroj: EUSIPCO 2022, 30th European Signal Processing Conference, Proceedings

Témata: multimodal data, medical image segmentation, 03 medical and health sciences, Technology and Engineering, 0302 clinical medicine, deep unrolling, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, interpretable CNNs, Multilayer convolutional sparse coding

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/1854/LU-8763889
http://doi.org/10.23919/EUSIPCO55093.2022.9909776
https://biblio.ugent.be/publication/8763889/file/8763891
https://biblio.ugent.be/publication/8763889

Multi-layer Convolutional Sparse Coding Framework for Restoration of Under-sampled MR Images

Autoři: Abdul Wahab Usman Ullah Abdul Wahid Kushairy Kadir a další

Zdroj: 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC). :1-6

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://dblp.uni-trier.de/db/conf/i2mtc/i2mtc2021.html#WahidUKS21

Towards understanding residual and dilated dense neural networks via convolutional sparse coding.

Autoři: Zhang, Zhiyang Zhang, Shihua

Zdroj: National Science Review. Mar2021, Vol. 8 Issue 3, p1-13. 13p.

Témata: *CONVOLUTIONAL neural networks, *THRESHOLDING algorithms

Adaptive Forward-Backward Splitting for Multilayer Convolutional Dictionary Learning.

Autoři: Guan-Ju Peng

Zdroj: SIAM Journal on Imaging Sciences; 2025, Vol. 18 Issue 1, p631-664, 34p

Témata: FORWARD-backward algorithm, DATA dictionaries, NONSMOOTH optimization, IMAGE reconstruction, IMAGE representation

Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning.

Autoři: Sulam, Jeremias Papyan, Vardan Romano, Yaniv a další

Zdroj: IEEE Transactions on Signal Processing. 8/1/2018, Vol. 66 Issue 15, p4090-4104. 15p.

Témata: *MULTILAYERS, *ARTIFICIAL neural networks, *FACTORIZATION, *MATHEMATICAL bounds, *ENCODING

Convergence of Slice-Based Block Coordinate Descent Algorithm for Convolutional Sparse Coding

Autoři: Li, Jing Yu, Hui Wei, Xiao a další

Přispěvatelé: Li, Jing Yu, Hui Wei, Xiao a další

Zdroj: Mathematical Problems in Engineering ; volume 2020, page 1-8 ; ISSN 1024-123X 1563-5147

Dostupnost: https://doi.org/10.1155/2020/4367515
http://downloads.hindawi.com/journals/mpe/2020/4367515.pdf
http://downloads.hindawi.com/journals/mpe/2020/4367515.xml

SureUnet: sparse autorepresentation encoder U-Net for noise artifact suppression in low-dose CT.

Autoři: Liu, Jin Zhang, Tingyu Kang, Yanqin a další

Zdroj: Neural Computing & Applications; Apr2025, Vol. 37 Issue 11, p7561-7573, 13p

Témata: COMPUTED tomography, IMAGE processing, IONIZING radiation, ARTIFICIAL intelligence, DEEP learning

Deforestation rate estimation using crossbreed multilayer convolutional neural networks.

Autoři: Subhahan, D. Abdus Kumar, C. N. S. Vinoth

Zdroj: Multimedia Tools & Applications; Oct2024, Vol. 83 Issue 33, p79453-79479, 27p

Témata: CONVOLUTIONAL neural networks, SPECKLE interference, SYNTHETIC aperture radar, DEFORESTATION, ENVIRONMENTAL degradation

Damage localization with Lamb waves using dense convolutional sparse coding network.

Autoři: Zhang, Han Hua, Jiadong Lin, Jing a další

Zdroj: Structural Health Monitoring; Mar2023, Vol. 22 Issue 2, p1180-1192, 13p

Témata: LAMB waves, DEEP learning, LINEAR network coding, MACHINE learning, STRUCTURAL health monitoring, THRESHOLDING algorithms, MATHEMATICAL convolutions

Interpretable convolutional sparse coding method of Lamb waves for damage identification and localization.

Autoři: Zhang, Han Lin, Jing Hua, Jiadong a další

Zdroj: Structural Health Monitoring; Jul2022, Vol. 21 Issue 4, p1790-1804, 15p

Témata: LAMB waves, DEEP learning, STRUCTURAL health monitoring, FEATURE extraction, NONDESTRUCTIVE testing, CONVOLUTIONAL neural networks

Tire defect classification using a deep convolutional sparse-coding network.

Autoři: Zheng, Zhouzhou Shen, Jinyue Shao, Yuyi a další

Zdroj: Measurement Science & Technology; May2021, Vol. 32 Issue 5, p1-11, 11p

Témata: CONVOLUTIONAL neural networks, TRAFFIC safety, CONSTRUCTION defects (Buildings), CLASSIFICATION algorithms, FEATURE extraction

PSCSC-Net: A Deep Coupled Convolutional Sparse Coding Network for Pansharpening.

Zdroj: IEEE Transactions on Geoscience & Remote Sensing; Jan2022, Vol. 60 Issue 1, p1-16, 16p

Témata: LINEAR network coding, THRESHOLDING algorithms, DEEP learning, MATHEMATICAL optimization

Multi-Layer Deep Sparse Representation for Biological Slice Image Inpainting.

Autoři: Haitao Hu Hongmei Ma Shuli Mei

Zdroj: Computers, Materials & Continua; 2023, Vol. 76 Issue 3, p3813-3832, 20p

Témata: INPAINTING, CONVOLUTIONAL neural networks, PARTIAL differential equations, CROSS-sectional imaging, IMAGE reconstruction

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

Autoři: Cheng, Chunbo Li, Hong Peng, Jiangtao a další

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

Témata: FEATURE extraction, IMAGE compression, DEEP learning, CLASSIFICATION

Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning.

Autoři: JIANBO LI GENJI YUAN ZHENG YANG

Zdroj: ACM Transactions on Sensor Networks; Jan2024, Vol. 20 Issue 1, p1-22, 22p

Témata: IMAGE fusion

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

On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks.

Autoři: Sulam, Jeremias Aberdam, Aviad Beck, Amir a další

Zdroj: IEEE Transactions on Pattern Analysis & Machine Intelligence; Aug2020, Vol. 42 Issue 8, p1968-1980, 13p

Témata: CONVOLUTIONAL neural networks, RECURRENT neural networks, THRESHOLDING algorithms, SUPERVISED learning, ALGORITHMS

Application of Artificial Intelligence Technologies as an Intervention for Promoting Healthy Eating and Nutrition in Older Adults: A Systematic Literature Review.

Autoři: Kalu, Kingsley Ataguba, Grace Onifade, Oyepeju a další

Zdroj: Nutrients. Oct2025, Vol. 17 Issue 20, p3223. 33p.

Convolutional Dictionary Learning in Hierarchical Networks

Autoři: Zazo, Javier Tolooshams, Bahareh Ba, Demba

Témata: Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1907.09881