Search Results - "Defocus deblurring"

Lightweight defocus deblurring network for curved-tunnel line scanning using wide-angle lenses

Authors: Shaojie Qin Taiyue Qi Xiaodong Huang et al.

Source: Underground Space, Vol 20, Iss, Pp 218-240 (2025)

Subject Terms: Tunnel defect detection, Defocus deblurring, TA703-712, Image deblurring, Convolutional neural networks, Massive image acquisition, Engineering geology. Rock mechanics. Soil mechanics. Underground construction

Access URL: https://doaj.org/article/8bf329b7104f42a98e4187537361f337

Real-world defocus deblurring via score-based diffusion models

Authors: Yuhao Li Haoran Fang Xiang Lei et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Subject Terms: Defocus deblurring, Score-based diffusion model, High-resolution iterative deblurring, Real-world scenarios, Image restoration, Medicine, Science

File Description: electronic resource

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

Access URL: https://doaj.org/article/eeba671577fe4a3092035616538edd50

Swin-Diff: a single defocus image deblurring network based on diffusion model

Authors: Hanyan Liang Shuyao Chai Xixuan Zhao et al.

Source: Complex & Intelligent Systems, Vol 11, Iss 3, Pp 1-13 (2025)

Subject Terms: Diffusion model, Single image defocus deblurring, Image restoration, 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/adab689d56c249ed96b7b698dfc2ca16

Single Image Defocus Deblurring Based on Structural Information Enhancement

Authors: Guangming Feng Longfei Han Yiwen Jia et al.

Source: IEEE Access, Vol 12, Pp 153471-153480 (2024)

Subject Terms: Single image defocus deblurring, area information guide, structural information, Electrical engineering. Electronics. Nuclear engineering, frequency domain, TK1-9971

Access URL: https://doaj.org/article/76afad098f97421c85b3ca3948a83bfa

Dual-Branch CNN–Mamba Method for Image Defocus Deblurring

Authors: Wenqi Zhao Chunlei Wu Jing Lu et al.

Source: Applied Sciences ; Volume 15 ; Issue 6 ; Pages: 3173

Subject Terms: defocus deblurring, parallel feature extraction, lightweight, CNN, Mamba

Subject Geographic: agris

File Description: application/pdf

Relation: https://dx.doi.org/10.3390/app15063173

Availability: https://doi.org/10.3390/app15063173

iDFD: A Dataset Annotated for Depth and Defocus

Authors: Nazir, Saqib Qiu, Zhouyan Coltuc, Daniela et al.

Source: Lecture Notes in Computer Science ISBN: 9783031314346
Lecture Notes in Computer Science, Image Analysis
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Image Analysis

Subject Terms: RGBD-Dataset, Defocus Deblurring, Deep Learning

iDFD: A Dataset Annotated for Depth and Defocus

Authors: Saqib Nazir Zhouyan Qiu Daniela Coltuc et al.

Subject Terms: RGBD-Dataset, Defocus Deblurring, Deep Learning

Relation: https://zenodo.org/communities/menelaos-nt/; https://zenodo.org/communities/eu/; https://zenodo.org/records/8182981; oai:zenodo.org:8182981; https://doi.org/10.5281/zenodo.8182981

Availability: https://doi.org/10.5281/zenodo.8182981
https://zenodo.org/records/8182981

Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks

Authors: Cui, Shuang Li, Yi Li, Jiangmeng et al.

Subject Terms: Causality, Continual test-time adaptation, Single image defocus deblurring, Vision-language models

Relation: International Journal of Computer Vision, February 2025

Availability: http://repository.hkust.edu.hk/ir/Record/1783.1-146911
https://doi.org/10.1007/s11263-025-02363-0
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0920-5691&rft.volume=&rft.issue=&rft.date=2025&rft.spage=&rft.aulast=Cui&rft.aufirst=Shuang&rft.atitle=Continual+Test-Time+Adaptation+for+Single+Image+Defocus+Deblurring+via+Causal+Siamese+Networks&rft.title=International+Journal+of+Computer+Vision
http://www.scopus.com/record/display.url?eid=2-s2.0-85218706240&origin=inward

WIG-Net: Wavelet-Based Defocus Deblurring with IFA and GCN

Authors: Yi Li Nan Wang Jinlong Li et al.

Source: Applied Sciences, Vol 13, Iss 22, p 12513 (2023)

Subject Terms: image deblurring, deep learning, wavelet transform, defocus deblurring, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/22/12513; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/151977801f3c4fd288cf294455ee7cc9

No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics

Authors: Leida Li Ya Yan Zhaolin Lu et al.

Contributors: Leida Li Ya Yan Zhaolin Lu et al.

Source: IEEE Access, Vol 5, Pp 2163-2171 (2017)

Subject Terms: natutral scene statistics, Image quality assessment, defocus deblurring, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Image Quality Assessment, support vector regression, Defocus Deblurring, TK1-9971

File Description: application/pdf

Access URL: https://doaj.org/article/26038a64a25f4e2085058d1c76f4a0db
https://ieeexplore.ieee.org/abstract/document/7837590
https://dblp.uni-trier.de/db/journals/access/access5.html#LiYLWGW17
https://doi.org/10.1109/ACCESS.2017.2661858
http://ieeexplore.ieee.org/document/7837590
https://dr.ntu.edu.sg/handle/10220/44298
https://hdl.handle.net/10356/87058
http://hdl.handle.net/10220/44298

Learning Enriched Features for Fast Image Restoration and Enhancement

Authors: Zamir, Syed Waqas Arora, Aditya Khan, Salman et al.

Source: Computer Vision Faculty Publications

Subject Terms: Contrast Enhancement, Dual-pixel Defocus Deblurring, Image Denoising, Low-light Image Enhancement, Multi-scale Feature Representation, Super-resolution, Color photography, Convolution, Convolutional neural networks, Image reconstruction, Optical resolving power, Remote sensing, Restoration, Artificial Intelligence and Robotics, Computer Sciences

File Description: application/pdf

Relation: https://dclibrary.mbzuai.ac.ae/cvfp/220; https://dclibrary.mbzuai.ac.ae/context/cvfp/article/1220/viewcontent/Learning_Enriched_Features_for_Fast_Image_Restoration_and_Enhancement_ccbyncsa.pdf

Availability: https://dclibrary.mbzuai.ac.ae/cvfp/220
https://doi.org/10.48550/arXiv.2205.01649
https://dclibrary.mbzuai.ac.ae/context/cvfp/article/1220/viewcontent/Learning_Enriched_Features_for_Fast_Image_Restoration_and_Enhancement_ccbyncsa.pdf

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring

Authors: Pengwei Liang Junjun Jiang Xianming Liu et al.

Subject Terms: Blur kernel, convolutional neural networks (CNNs), defocus deblurring, dual-pixel (DP) data, meta-learning

Relation: IEEE/CAA Journal of Automatica Sinica; http://ir.ia.ac.cn/handle/173211/47551

Availability: http://ir.ia.ac.cn/handle/173211/47551
https://doi.org/10.1109/JAS.2022.105563

Leveraging Dual-Pixel Sensors for Camera Depth of Field Manipulation

Authors: Abuolaim, Abdullah Ahmad Taleb Brown, Michael S.

Contributors: Abuolaim, Abdullah Ahmad Taleb Brown, Michael S.

Subject Terms: Artificial intelligence, Computational photography, Computational imaging, Image processing, Cameras, Depth of field manipulation, Dual-pixel sensor, Optics, Autofocus, Video autofocus, Defocus deblurring, Synthetic depth of field, Camera depth of field, Bokeh effect, Nimat effect, Computer vision, Low-level computer vision, Machine learning, Deep learning

File Description: application/pdf

Relation: http://hdl.handle.net/10315/39110

Availability: http://hdl.handle.net/10315/39110

DEEP LEARNING FOR DEFOCUS DEBLURRING

Authors: YANG ZIYI MATHEMATICS Ji Hui

Contributors: YANG ZIYI MATHEMATICS Ji Hui

Subject Terms: deep learning, defocus deblurring, non-uniform blind deblurring, data synthesis, unsharp mask filtering, attention mechanism

Relation: https://scholarbank.nus.edu.sg/handle/10635/191102

Availability: https://scholarbank.nus.edu.sg/handle/10635/191102

1 Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring

Authors: Changyin Zhou Stephen Lin Shree K. Nayar et al.

Contributors: Changyin Zhou Stephen Lin Shree K. Nayar et al.

Source: http://www1.cs.columbia.edu/CAVE/publications/pdfs/Zhou_IJCV11.pdf.

Subject Terms: Index Terms—Depth from Defocus, Coded Aperture, Defocus Deblurring

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.360.6804; http://www1.cs.columbia.edu/CAVE/publications/pdfs/Zhou_IJCV11.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.360.6804
http://www1.cs.columbia.edu/CAVE/publications/pdfs/Zhou_IJCV11.pdf

Geometry-Based PSF Estimation and Deblurring of Defocused Images with Depth Information

Authors: Wu, Yiqun Sun, Chao Zeng, Bing et al.

Index Terms: Defocus deblurring, Point spread function (PSF), Synthetic camera system, Depth map, Conference paper

URL: http://repository.ust.hk/ir/Record/1783.1-83697
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2016&rft.spage=&rft.aulast=Wu&rft.aufirst=Yiqun&rft.atitle=Geometry-Based+PSF+Estimation+and+Deblurring+of+Defocused+Images+with+Depth+Information&rft.title=2016+30TH+ANNIVERSARY+OF+VISUAL+COMMUNICATION+AND+IMAGE+PROCESSING+%28VCIP%29
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000392647500061
http://www.scopus.com/record/display.url?eid=2-s2.0-85011051484&origin=inward