Search Results - multi-modal convolutional sparse coding

Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding

Authors: Xin Deng Enpeng Liu Shengxi Li et al.

Source: IEEE Transactions on Image Processing. 32:1078-1091

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://pubmed.ncbi.nlm.nih.gov/37022244

MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration

Authors: Wen, Kaiang Xie, Bin Duan, Bin et al.

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

URL: http://arxiv.org/abs/2411.01399

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion

Authors: Xin Deng Pier Luigi Dragotti

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43:3333-3348

Subject Terms: FOS: Computer and information sciences, Technology, Computer Vision and Pattern Recognition (cs.CV), Multi-modal image restoration, Computer Science - Computer Vision and Pattern Recognition, Convolutional codes, 02 engineering and technology, image fusion, Computer Science, Artificial Intelligence, multi-modal convolutional sparse coding, Image restoration, Engineering, Artificial Intelligence, 0801 Artificial Intelligence and Image Processing, 0202 electrical engineering, electronic engineering, information engineering, Image fusion, Artificial Intelligence & Image Processing, Science & Technology, Image coding, Engineering, Electrical & Electronic, 0906 Electrical and Electronic Engineering, 0806 Information Systems, Computer Science, Task analysis, Image reconstruction, Electrical & Electronic, Convolutional neural networks

Access URL: http://arxiv.org/pdf/1910.04066
https://pubmed.ncbi.nlm.nih.gov/32248098
http://arxiv.org/abs/1910.04066
http://dblp.uni-trier.de/db/journals/corr/corr1910.html#abs-1910-04066
https://pubmed.ncbi.nlm.nih.gov/32248098/
https://dblp.uni-trier.de/db/journals/pami/pami43.html#0002D21
https://www.computer.org/csdl/api/v1/periodical/trans/tp/2021/10/09055063/1iHr4qwbtrq/download-article/pdf
https://arxiv.org/pdf/1910.04066.pdf
https://www.computer.org/csdl/journal/tp/2021/10/09055063/1iHr4qwbtrq
http://hdl.handle.net/10044/1/77889

l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion

Authors: Panda, Gargi Kundu, Soumitra Bhattacharya, Saumik et al.

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

URL: http://arxiv.org/abs/2411.04519

Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding.

Authors: Deng, Xin Liu, Enpeng Li, Shengxi et al.

Source: IEEE Transactions on Image Processing; 2023, Vol. 32, p1078-1091, 14p

Subject Terms: GENERATIVE adversarial networks, LINEAR network coding, COMPUTED tomography, TASK analysis, MAGNETIC resonance, IMAGE registration, DEEP learning

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion.

Authors: Deng, Xin Dragotti, Pier Luigi

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence; Oct2021, Vol. 43 Issue 10, p3333-3348, 16p

Subject Terms: IMAGE reconstruction, CONVOLUTIONAL neural networks, DEEP learning, IMAGE fusion, IMAGE denoising, FEATURE extraction, HIGH resolution imaging

Deep Convolutional Sparse Coding Networks for Image Fusion

Authors: Xu, Shuang Zhao, Zixiang Wang, Yicheng et al.

Index Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, text

URL: http://arxiv.org/abs/2005.08448

Multi Attention Convolutional Sparse Coding U-Net for Enhanced Land-Use and Land-Cover Segmentation Using Hyperspectral Images.

Authors: Yele, Vijaykumar P. Badhe, Namdeo Baban Alegavi, Sujata et al.

Source: Sensing & Imaging; 5/20/2025, Vol. 26 Issue 1, p1-32, 32p

Multi-Modal Convolutional Dictionary Learning.

Authors: Gao, Fangyuan Deng, Xin Xu, Mai et al.

Source: IEEE Transactions on Image Processing. 2022, Vol. 31, p1325-1339. 15p.

Subject Terms: *DISCRETE Fourier transforms, *MACHINE learning, *MULTIMODAL user interfaces, *IMAGE processing, *DEEP learning, *SIGNAL processing

Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions.

Authors: Huang, Yawen Huang, Huimin Zheng, Hao et al.

Source: International Journal of Computer Vision. Jul2025, Vol. 133 Issue 7, p4727-4748. 22p.

Subject Terms: *ARTIFICIAL intelligence, *MAGNETIC resonance imaging, *IMAGE processing, *DIAGNOSTIC imaging, *GENERALIZATION

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

Authors: Zhang, Han Hua, Jiadong Lin, Jing et al.

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

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

DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI: Dual convolutional filter learning for super-resolution and cross-modality synthesis in MRI

Authors: Huang, Yawen Shao, Ling Frangi, Alejandro F et al.

Contributors: Huang, Yawen Shao, Ling Frangi, Alejandro F et al.

Source: Lecture Notes in Computer Science ISBN: 9783319661780
Huang, Y, Shao, L & Frangi, A F 2017, DOTE : Dual convolutional filter learning for super-resolution and cross-modality synthesis in MRI . in L Maier-Hein, A Franz, P Jannin, S Duchesne, M Descoteaux & D L Collins (eds), Medical Image Computing and Computer Assisted Intervention − MICCAI 2017-20th International Conference, Proceedings . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10435 LNCS, Springer-Verlag Italia, pp. 89-98, 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, Quebec City, Canada, 11/09/17 . https://doi.org/10.1007/978-3-319-66179-7_11

Subject Terms: FOS: Computer and information sciences, 03 medical and health sciences, 0302 clinical medicine, Multi-modal, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, 0202 electrical engineering, electronic engineering, information engineering, Convolutional sparse coding, Image synthesis, 02 engineering and technology, Dual learning, 3D, MRI

Access URL: http://eprints.whiterose.ac.uk/145303/8/1706.04954.pdf
http://arxiv.org/abs/1706.04954

Image fusion using online convolutional sparse coding.

Authors: Zhang, Chengfang Zhang, Ziyou Feng, Ziliang

Source: Journal of Ambient Intelligence & Humanized Computing; Oct2023, Vol. 14 Issue 10, p13559-13570, 12p

A Novel Fusion Strategy and Convolutional Sparse Coding for Robot Multisource Image Fusion.

Authors: Jiyue Wang Liu, Jintao Lu, Yigui

Source: Automatic Control & Computer Sciences; Apr2023, Vol. 57 Issue 2, p185-195, 11p

A Novel Fusion Method Based on Online Convolutional Sparse Coding with Sample-Dependent Dictionary for Visible–Infrared Images.

Authors: Li, Haoyue Zhang, Chengfang He, Sidi et al.

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Aug2023, Vol. 48 Issue 8, p10605-10615, 11p

Subject Terms: IMAGE fusion, SIGNAL processing, ONLINE education, MACHINE learning

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion

Authors: Deng, Xin Dragotti, Pier Luigi

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

URL: http://arxiv.org/abs/1910.04066

Single and multi-modal image super-resolution : from sparse modelling to deep neural network

Authors: Deng, Xin Dragotti, Pier Luigi

Contributors: Deng, Xin Dragotti, Pier Luigi

Subject Terms: 621.36

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.815231

Pan-Sharpening for Spectral Details Preservation Via Convolutional Sparse Coding in Non-Subsampled Shearlet Space.

Authors: Sangani, Dhara J. Thakker, Rajesh A. Panchal, S. D. et al.

Source: International Journal of Image & Graphics; Mar2023, Vol. 23 Issue 2, p1-24, 24p

Subject Terms: IMAGE fusion, REMOTE sensing, OPTICAL sensors, PRODUCT image, MULTISPECTRAL imaging

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

Authors: JIANBO LI GENJI YUAN ZHENG YANG

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

Subject Terms: IMAGE fusion

A Deep Unfolding Network for Multispectral and Hyperspectral Image Fusion.

Authors: Zhang, Bihui Cao, Xiangyong Meng, Deyu

Source: Remote Sensing; Nov2024, Vol. 16 Issue 21, p3979, 18p

Subject Terms: CONVOLUTIONAL neural networks, IMAGE fusion, DEEP learning, ALGORITHMS, MULTISPECTRAL imaging