Search Results - Multi-layer sparse coding

A Comprehensive Review of Multi- Layer Convolutional Sparse Coding in Semantic Segmentation

Authors: Geetanjali Sharma Sumit Kushwaha

Source: 2024 9th International Conference on Communication and Electronics Systems (ICCES). :2050-2054

Visual inspection system using multi-layer feature sparse coding with acoustic support

Authors: Natsumi Yano Shouhei Yano Naoki Wakui

Source: 2023 IEEE International Conference on Consumer Electronics (ICCE). :1-4

Subject Terms: 0502 economics and business, 05 social sciences

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

Authors: Abdul Wahab Usman Ullah Abdul Wahid Kushairy Kadir et al.

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

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

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

Designing a symmetric classifier for image annotation using multi-layer sparse coding

Authors: Tariq, Amara Foroosh, Hassan

Source: Image and Vision Computing. 69:33-43

Subject Terms: 2. Zero hunger, 03 medical and health sciences, 0302 clinical medicine, Sparse coding, 4. Education, Symmetric classifier response, 0202 electrical engineering, electronic engineering, information engineering, Automatic image annotation, 02 engineering and technology, 15. Life on land, 10. No inequality, 7. Clean energy

Access URL: https://www.sciencedirect.com/science/article/pii/S0262885617301786
https://dblp.uni-trier.de/db/journals/ivc/ivc69.html#TariqF18
https://doi.org/10.1016/j.imavis.2017.11.002

Projecting on to the Multi-Layer Convolutional Sparse Coding Model

Authors: Jeremias Sulam Vardan Papyant Yaniv Romano et al.

Source: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/icassp/icassp2018.html#SulamPRE18
http://dblp.uni-trier.de/db/conf/icassp/icassp2018.html#SulamPRE18
https://ieeexplore.ieee.org/document/8462552/

Multi‐instance multi‐label learning of natural scene images: via sparse coding and multi‐layer neural network

Authors: Ding Wang Wei Wu Hu Zhang

Source: IET Computer Vision, Vol 12, Iss 3, Pp 305-311 (2018)

Subject Terms: QA76.75-76.765, multiinstance multilabel learning, sparse coding, MIML algorithm, Computer applications to medicine. Medical informatics, 0206 medical engineering, multilayer neural network, R858-859.7, 0202 electrical engineering, electronic engineering, information engineering, natural scene images, Computer software, 02 engineering and technology, information loss

Access URL: https://doaj.org/article/9becb5e708f04a72be1b6e3a338027aa
https://digital-library.theiet.org/content/journals/10.1049/iet-cvi.2016.0338
https://ieeexplore.ieee.org/document/8319338
https://ietresearch.onlinelibrary.wiley.com/doi/pdf/10.1049/iet-cvi.2016.0338
https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-cvi.2016.0338
https://dblp.uni-trier.de/db/journals/iet-cvi/iet-cvi12.html#ZhangWW18

Multi-Layer Sparse Coding: The Holistic Way

Authors: Aviad Aberdam Jeremias Sulam Michael Elad

Source: SIAM Journal on Mathematics of Data Science. 1:46-77

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

Access URL: http://arxiv.org/abs/1804.09788
https://dblp.uni-trier.de/db/journals/corr/corr1804.html#abs-1804-09788
https://epubs.siam.org/doi/pdf/10.1137/18M1183352
https://epubs.siam.org/doi/abs/10.1137/18M1183352
http://ui.adsabs.harvard.edu/abs/2018arXiv180409788A/abstract

Sparse Coding with Multi-Layer Decoders using Variance Regularization

Authors: Evtimova, Katrina LeCun, Yann

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2112.09214

WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit Algorithm for Multi-Layer Convolutional Sparse Coding

Authors: Tang, Haitong He, Shuang Bian, Lingbin et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2203.14856

MLF-SC: Incorporating multi-layer features to sparse coding for anomaly detection

Authors: Imamura, Ryuji Azuma, Kohei Hanamoto, Atsushi et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2104.04289

Denoising convolutional neural network inspired via multi-layer convolutional sparse coding

Authors: Zejia Wen Jianjun Wang Hailin Wang et al.

Source: Journal of Electronic Imaging. 30

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

Access URL: https://dblp.uni-trier.de/db/journals/jei/jei30.html#WenWGW21
https://doi.org/10.1117/1.JEI.30.2.023007
http://ui.adsabs.harvard.edu/abs/2021JEI....30b3007W/abstract
https://www.spiedigitallibrary.org/journals/journal-of-electronic-imaging/volume-30/issue-2/023007/Denoising-convolutional-neural-network-inspired-via-multi-layer-convolutional-sparse/10.1117/1.JEI.30.2.023007.full

Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding

Authors: Gao, Shenghua Chia, Liang-Tien Tsang, Ivor Wai-Hung et al.

Contributors: Gao, Shenghua Chia, Liang-Tien Tsang, Ivor Wai-Hung et al.

Source: IEEE Transactions on Multimedia. 16:762-771

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, Sparse coding, Image classification, Image annotation, Kernel trick, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 3. Good health

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/81696/1/Concurrent%20Single-label%20Image%20Classification%20and%20Annotation%20via%20Efficient%20Multi-layer%20group%20sparse%20Coding.pdf
http://hdl.handle.net/10220/39673
https://hdl.handle.net/10356/81696

Multi-layer sparse coding model-based ship detection for optical remote-sensing images

Authors: Daiqin Yang Zonggui Chen Hao Li et al.

Source: International Journal of Remote Sensing. 38:6281-6297

Subject Terms: 4. Education, 11. Sustainability, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://ui.adsabs.harvard.edu/abs/2017IJRS...38.6281L/abstract
https://tandfonline.com/doi/full/10.1080/01431161.2017.1353159

Unsupervised Multi-layer Spiking Convolutional Neural Network Using Layer-Wise Sparse Coding

Authors: Regina Esi Turkson Moses J. Eghan Yuchen Wang et al.

Source: Lecture Notes in Computer Science ISBN: 9783030638351

Access URL: https://dblp.uni-trier.de/db/conf/iconip/iconip2020-3.html#TurksonQWE20
https://rd.springer.com/chapter/10.1007/978-3-030-63836-8_30
https://link.springer.com/chapter/10.1007/978-3-030-63836-8_30

CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation

Authors: Haitong Tang Shuang He Mengduo Yang et al.

Source: IEEE Access, Vol 12, Pp 35844-35854 (2024)

Subject Terms: convolution operation, FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Artificial Intelligence, convolutional sparse coding (CSC), Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, deep learning, 02 engineering and technology, U-Net, semantic segmentation, TK1-9971, Machine Learning (cs.LG), 03 medical and health sciences, Artificial Intelligence (cs.AI), 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering

Access URL: http://arxiv.org/abs/2108.00408
https://doaj.org/article/e30804863cc34fd3badd7f3f2ed88785

一种基于多尺度的多层卷积稀疏编码网络. (Chinese)

Alternate Title: A Multi-layer Convolutional Sparse Coding Network Based on Multi-Scale. (English)

Authors: 谢伟立 张 军

Source: Journal of Guangdong University of Technology; Nov2024, Vol. 41 Issue 6, p125-132, 8p

Subject Terms: IMAGE recognition (Computer vision), CONVOLUTIONAL neural networks, FEATURE selection, LINEAR network coding, DESIGN techniques

Multi-layer Sparse Coding Based Ship Detection for Remote Sensing Images

Authors: Daiqin Yang Zhenzhong Chen Zimeng Li

Source: 2015 IEEE International Conference on Information Reuse and Integration. :122-125

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0211 other engineering and technologies, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/iri/iri2015.html#LiYC15
http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7300964
https://doi.org/10.1109/IRI.2015.28
https://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7300964

Multi-Layer Sparse Coding: The Holistic Way

Authors: Aberdam, Aviad Sulam, Jeremias Elad, Michael

Index Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing, text

URL: http://arxiv.org/abs/1804.09788

Multi-layer group sparse coding — For concurrent image classification and annotation

Authors: Liang-Tien Chia Ivor W. Tsang Shenghua Gao

Source: CVPR 2011. :2809-2816

Subject Terms: 4. Education, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

A multi-layer sparse coding network learns contour coding from natural images

Authors: Patrik O. Hoyer Aapo Hyvärinen

Source: Vision Research. 42:1593-1605

Subject Terms: Cerebral Cortex, 0301 basic medicine, Models, Neurological, Neurophysiology, Natural images, Independent component analysis, 02 engineering and technology, Sensory Systems, Ophthalmology, 03 medical and health sciences, Cortex, 0202 electrical engineering, electronic engineering, information engineering, Humans, Nerve Net, Contours, Neural networks, Vision, Ocular

Access URL: https://pubmed.ncbi.nlm.nih.gov/12074953
https://europepmc.org/article/MED/12074953
https://www.sciencedirect.com/science/article/pii/S0042698902000172
https://www.sciencedirect.com/science/article/abs/pii/S0042698902000172
https://www.ncbi.nlm.nih.gov/pubmed/12074953