Search Results - "Image deraining"

URDS: A Dual-Branch ViTs and CNNs Framework for Unpaired Raindrop and Rain Streak Removal

Authors: Nianyun Liu Kebin Sha Junwei Yan et al.

Source: IEEE Access, Vol 13, Pp 125485-125498 (2025)

Subject Terms: transformer, deep learning, raindrop removal, Electrical engineering. Electronics. Nuclear engineering, attention mechanism, Image deraining, TK1-9971

Access URL: https://doaj.org/article/6aebcf3d2a52411490a4e745c368a43d

DECTNet: A detail enhanced CNN-Transformer network for single-image deraining

Authors: Liping Wang Guangwei Gao

Source: Cognitive Robotics, Vol 5, Iss, Pp 48-60 (2025)

Subject Terms: Transformer, CNN-Transformer cooperation, Single-image deraining, Electronic computers. Computer science, QA75.5-76.95, Dual-branch attention

Access URL: https://doaj.org/article/c8d0d4588f7c40858437b43981c4738a

Power Line Aerial Image Restoration Under Adverse Weather: Datasets and Baselines

Authors: Sai Yang Bin Hu Bojun Zhou et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 10105-10119 (2025)

Subject Terms: Ocean engineering, FOS: Computer and information sciences, Power line aerial image dehazing, QC801-809, Computer Vision and Pattern Recognition (cs.CV), Geophysics. Cosmic physics, power line autonomous inspection (PLAI), Computer Science - Computer Vision and Pattern Recognition, power line aerial image deraining, power line aerial image restoration, power line aerial image desnowing, TC1501-1800

Access URL: http://arxiv.org/abs/2409.04812
https://doaj.org/article/67be1c21695d418eb5f6379d255f3a09

Two-stage Mamba-based diffusion model for image restoration

Authors: Lei Liu Luan Ma Shuai Wang et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-14 (2025)

Subject Terms: Diffusion Mamba, Image deblurring, Image denoising, Image deraining, Image restoration, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/a186640e438e49f69687684f1f2194f0

MHS-Net: A multi-scale heterogeneous synergistic network for single image deraining

Authors: Lingfeng Yuan Minghong Xie

Source: Array, Vol 27, Iss , Pp 100423- (2025)

Subject Terms: Single image deraining, Multi-scale feature fusion, Heterogeneous network, Dynamic adaptive fusion, State space model, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2590005625000505; https://doaj.org/toc/2590-0056

Access URL: https://doaj.org/article/2d31cb11451245409e2e911210a494a6

Three-Stage Channel Split Dense Fusion Network for Single Image Deraining

Authors: ZHANG Shuting, WANG Changyue, WANG Changzhong, LENG Qiangkui

Source: Jisuanji kexue yu tansuo, Vol 19, Iss 3, Pp 703-713 (2025)

Subject Terms: rain striations, channel segmentation, image deraining, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://fcst.ceaj.org/fileup/1673-9418/PDF/2401036.pdf; https://doaj.org/toc/1673-9418

Access URL: https://doaj.org/article/ec9b95b9975c4f3995ad38a6f86669ec

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions

Authors: Tao Wang Kaihao Zhang Ziqian Shao et al.

Source: International Journal of Computer Vision. 132:4541-4563

Subject Terms: FOS: Computer and information sciences, Image restoration, Transformer, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Image dehazing, Multi-weather restoration, Attention, Image deraining

Access URL: http://arxiv.org/abs/2305.17863

SARain-GAN: Spatial Attention Residual UNet Based Conditional Generative Adversarial Network for Rain Streak Removal

Authors: Maheshkumar H. Kolekar Samprit Bose Abhishek Pai

Source: IEEE Access, Vol 12, Pp 43874-43888 (2024)

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, deep learning, residual UNet, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, foggy image enhancement, Image deraining, TK1-9971

Access URL: https://doaj.org/article/80b12746dbfa4ac68ba06bddb56def20

Rain removal method for single image of dual-branch joint network based on sparse transformer

Authors: Fangfang Qin Zongpu Jia Xiaoyan Pang et al.

Source: Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-19 (2024)

Subject Terms: Image deraining, Self-attention, Dual-branch, Sparse transformer, Deep learning, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

Access URL: https://doaj.org/article/b143d60a3b9d48b4b59b558c4114e8f5

EAFormer: Edge-Aware Guided Adaptive Frequency-Navigator Network for Image Restoration

Authors: Wenjie Xie Dong Zhou Wenshuai Zhang et al.

Source: Sensors, Vol 25, Iss 18, p 5912 (2025)

Subject Terms: image restoration, image denoising, image deraining, image deburring, image desnowing, low-light enhancement, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/25/18/5912; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/4dff2e33761144e49f8c8bd5bc6fb83b

A Hybrid Content-Aware Network for Single Image Deraining

Authors: Guoqiang Chai Rui Yang Jin Ge et al.

Source: Computers, Vol 14, Iss 7, p 262 (2025)

Subject Terms: single image deraining, content-aware, attention mechanism, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/2073-431X/14/7/262; https://doaj.org/toc/2073-431X

Access URL: https://doaj.org/article/b96f51d9c3dc42f6a59c37ecfdb684c4

WNASNet: Wavelet-Guided Neural Architecture Search for Efficient Single-Image De-raining

Authors: Tao, Wenyin Chen, Qiang Yu, Chunjiang

Source: Information Technology and Control ; Vol. 54 No. 2 (2025); 695-711 ; 2335-884X ; 1392-124X

Subject Terms: Image Deraining, Wavelet Transform, Signal Processing, Neural Architecture Search

File Description: application/pdf

Relation: https://itc.ktu.lt/index.php/ITC/article/view/40643/17022; https://itc.ktu.lt/index.php/ITC/article/view/40643

Availability: https://itc.ktu.lt/index.php/ITC/article/view/40643
https://doi.org/10.5755/j01.itc.54.2.40643

Weamba: Weather-Degraded Remote Sensing Image Restoration with Multi-Router State Space Model

Authors: Shuang Wu Xin He Xiang Chen

Source: Remote Sensing ; Volume 17 ; Issue 3 ; Pages: 458

Subject Terms: remote sensing, image restoration, image dehazing, image deraining, state space model, Mamba

Subject Geographic: agris

File Description: application/pdf

Relation: Remote Sensing Image Processing; https://dx.doi.org/10.3390/rs17030458

Availability: https://doi.org/10.3390/rs17030458

Leveraging Scene Geometry and Depth Information for Robust Image Deraining

Authors: Ningning Xu Jidong J. Yang

Source: Computers ; Volume 14 ; Issue 1 ; Pages: 11

Subject Terms: image deraining, AutoEncoder, prior knowledge, supervision networks, feature consistency, depth information, autonomous driving

File Description: application/pdf

Relation: https://dx.doi.org/10.3390/computers14010011

Availability: https://doi.org/10.3390/computers14010011

Unrolling a rain-guided detail recovery network for singleimage deraining

Authors: Kailong Lin Shaowei Zhang Yu Luo et al.

Source: Virtual Reality & Intelligent Hardware, Vol 5, Iss 1, Pp 11-23 (2023)

Subject Terms: TK7885-7895, Computer engineering. Computer hardware, Rain attention, Context aggregation attention, 13. Climate action, Unrolling network, Detail recovery, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 15. Life on land, Image deraining

Access URL: https://doaj.org/article/df40d2aa1f6c45aba954e9f391248279

Research on rainy day traffic sign recognition algorithm based on PMRNet

Authors: Jing Zhang Haoliang Zhang Ding Lang et al.

Source: Mathematical Biosciences and Engineering, Vol 20, Iss 7, Pp 12240-12262 (2023)

Subject Terms: image deraining, traffic sign recognition, multi-scale residual, cot module, QA1-939, TP248.13-248.65, Mathematics, Biotechnology

Access URL: https://pubmed.ncbi.nlm.nih.gov/37501441
https://doaj.org/article/034a983698864438beb2ea8771f4829c

Degradation-Aware Transformer for Single Image Deraining

Authors: Peijun Zhao Tongjun Wang

Source: IEEE Access, Vol 11, Pp 97274-97283 (2023)

Subject Terms: contrastive learning, degradation representation, generative model, Electrical engineering. Electronics. Nuclear engineering, Image deraining, TK1-9971

Access URL: https://doaj.org/article/9a20f74eafd84154b093bc6f9942db95

Layer Decomposition Learning Based on Discriminative Feature Group Split with Bottom-Up Intergroup Feature Fusion for Single Image Deraining

Authors: Yunseon Jang Duc-Tai Le Chang-Hwan Son et al.

Source: IEEE Access, Vol 12, Pp 78024-78039 (2024)

Subject Terms: image deraining, image detail maintenance, 13. Climate action, deep learning, Computer vision, Electrical engineering. Electronics. Nuclear engineering, 15. Life on land, TK1-9971

Access URL: https://doaj.org/article/2c502fc917d342dcbd1a70a505b3ce5a

Layer Decomposition Learning Based on Discriminative Feature Group Split With Bottom-Up Intergroup Feature Fusion for Single Image Deraining

Authors: Yunseon Jang Duc-Tai Le Chang-Hwan Son et al.

Source: IEEE Access, Vol 12, Pp 78024-78039 (2024)

Subject Terms: Computer vision, deep learning, image deraining, image detail maintenance, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10542727/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/2c502fc917d342dcbd1a70a505b3ce5a

Continuous learning deraining network based on residual FFT convolution and contextual transformer module

Authors: Zhijia Zhang Sinan Wu Xinming Peng et al.

Source: IET Image Processing, Vol 17, Iss 3, Pp 747-760 (2023)

Subject Terms: image deraining, contextual transformer, QA76.75-76.765, continuous learning, Photography, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Computer software, 02 engineering and technology, TR1-1050, residual FFT convolution module

Access URL: https://doaj.org/article/b80dae16c60848f98715577b4579ecc5