Search Results - "convolutional sparse coding (CSC)"

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

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

Authors: Liu, Jin Zhang, Tingyu Kang, Yanqin et al.

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

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

Convolutional Sparse Coding for Time Series Via a ℓ0 Penalty: An Efficient Algorithm With Statistical Guarantees.

Authors: Truong, Charles Moreau, Thomas

Source: Statistical Analysis & Data Mining; Dec2024, Vol. 17 Issue 6, p1-10, 10p

Subject Terms: DETECTION algorithms, PATTERNS (Mathematics), STATISTICAL learning, SIGNAL processing, PATIENT monitoring

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

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

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

Subject Terms: *LINEAR network coding, *THRESHOLDING algorithms, *DEEP learning, *MATHEMATICAL optimization

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

State-sensitive convolutional sparse coding for potential biomarker identification in brain signals.

Authors: Wang, Puli Qi, Yu Pan, Gang

Source: SCIENCE CHINA Information Sciences; May2024, Vol. 67 Issue 5, p1-17, 17p

Multi-focus image fusion via online convolutional sparse coding.

Authors: Zhang, Chengfang Zhang, Ziyou Li, Haoyue et al.

Source: Multimedia Tools & Applications; Feb2024, Vol. 83 Issue 6, p17327-17356, 30p

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

Authors: Cheng, Chunbo Li, Hong Peng, Jiangtao et al.

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

Subject Terms: *FEATURE extraction, *IMAGE compression, *DEEP learning, *CLASSIFICATION

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 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

A Two-Stage Convolutional Sparse Coding Network for Hyperspectral Image Classification.

Authors: Cheng, Chunbo Peng, Jiangtao Cui, Wenjing

Source: IEEE Geoscience & Remote Sensing Letters; 2023, Vol. 20, p1-5, 5p

Image classification via convolutional sparse coding.

Authors: Nozaripour, Ali Soltanizadeh, Hadi

Source: Visual Computer; May2023, Vol. 39 Issue 5, p1731-1744, 14p

Subject Terms: IMAGE recognition (Computer vision), SIGNAL processing, IMAGE processing, COMMUNITIES, CLASSIFICATION algorithms

Structure–texture image decomposition via non-convex total generalized variation and convolutional sparse coding.

Authors: Wang, Chunxue Xu, Linlin Liu, Ligang

Source: Visual Computer; Mar2023, Vol. 39 Issue 3, p1121-1136, 16p

Subject Terms: HIGH dynamic range imaging, IMAGE processing

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

Convolutional Sparse Coding in Gradient Domain for MRI Reconstruction.

Authors: Jiaojiao Xiong Hongyang Lu Minghui Zhang et al.

Source: Acta Automatica Sinica. Oct2017, Vol. 43 Issue 10, p1841-1849. 9p.

Subject Terms: Convolution codes, Image reconstruction, Magnetic resonance imaging, Compressed sensing, Image quality analysis

Discriminative convolution sparse coding for robust image classification.

Authors: Nozaripour, Ali Soltanizadeh, Hadi

Source: Multimedia Tools & Applications; Nov2022, Vol. 81 Issue 28, p40849-40870, 22p

Subject Terms: CONVOLUTION codes, IMAGE reconstruction, ELECTRIC power filters, ERROR functions, IMAGE processing, CLASSIFICATION algorithms, ORTHOGONAL matching pursuit

A Robust Pansharpening Algorithm Based on Convolutional Sparse Coding for Spatial Enhancement.

Authors: Gogineni, Rajesh Chaturvedi, Ashvini

Source: IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing; Oct2019, Vol. 12 Issue 10, p4024-4037, 14p

Convolutional sparse coding for demosaicking with panchromatic pixels.

Authors: Bai, Chenyan Li, Jia

Source: Signal Processing: Image Communication. Sep2019, Vol. 77, p20-27. 8p.

Subject Terms: *PIXELS, *COLOR filter arrays, *DIGITAL cameras, *NEUTRAL density filters, *IMAGE reconstruction

Convolutional Sparse Coding Based Channel Estimation for OTFS-SCMA in Uplink.

Authors: Thomas, Anna Deka, Kuntal Raviteja, Patchava et al.

Source: IEEE Transactions on Communications; Aug2022, Vol. 70 Issue 8, p5241-5257, 17p

Subject Terms: CHANNEL estimation, CHANNEL coding, BIT error rate