Publications
PATENTS
System and method for synthesizing low-light images
A. Abuolaim, A. Punnappurath, A. Abdelhamed, M. S. Brown, and A. Levinshtein
Application: US17/566,425. 2023
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System and method of dual-pixel image synthesis and image background manipulation
A. Abuolaim, M. Afifi, and M. S. Brown
Application: US17/816,787. 2023
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System and method of processing of a captured image to facilitate post-processing modification
M. S. Brown, M. Afifi, A. Abdelhamed, H. Karaimer, A. Abuolaim, and A. Punnappurath
Application: US17/602,468. 2022
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JOURNALS
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks
M. Afifi, A. Abdelhamed, A. Abuolaim, A. Punnappurath, and M. S. Brown
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
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A Versatile Computational Framework for Group Pattern Mining of Pedestrian Trajectories
A. Sawas*, A. Abuolaim*, M. Afifi, and M. Papagelis
GeoInformatica, 2019
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CONFERENCES
DC2: Dual-Camera Defocus Control by Learning To Refocus
H. Alzayer, A. Abuolaim, L. C. Chan, Y. Yang, Y. C. Lou, J. B. Huang, and A. Kar
Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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Day-to-Night Image Synthesis for Training Nighttime Neural ISPs
A. Punnappurath, A. Abuolaim, A. Abdelhamed, A. Levinshtein, and M. S. Brown
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels
A. Abuolaim, M. Afifi, and M. S. Brown
Winter Conference on Applications of Computer Vision Workshop (WACVW), 2022
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Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning
A. Abuolaim, M. Afifi, and M. S. Brown
Winter Conference on Applications of Computer Vision (WACV), 2022
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Semi-Supervised Raw-to-Raw Mapping
M. Afifi and A. Abuolaim
British Machine Vision Conference (BMVC), 2021
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Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data
A. Abuolaim, M. Delbracio, D. Kelly, M. S. Brown, and P. Milanfar
International Conference on Computer Vision (ICCV), 2021
PDF | Bibtex | Code| Presentation| Poster
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Ntire 2021 challenge for defocus deblurring using dual-pixel images: Methods and results
A. Abuolaim, Radu Timofte, and M. S. Brown
Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
PDF | Bibtex | Presentation
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Defocus Deblurring Using Dual-Pixel Data
A. Abuolaim and M. S. Brown
European Conference on Computer Vision (ECCV), 2020
PDF | Bibtex | Project | Code | Presentation
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Modeling Defocus-Disparity in Dual-Pixel Sensors
A. Punnappurath, A. Abuolaim, M. Afifi, and M. S. Brown
International Conference on Computational Photography (ICCP), 2020
PDF | Bibtex | Code | Presentation
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Online Lens Motion Smoothing for Video Autofocus
A. Abuolaim and M. S. Brown
Winter Conference on Applications of Computer Vision (WACV), 2020
PDF | Bibtex | Project | Presentation
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Color Temperature Tuning: Allowing Accurate Post-Capture White-Balance Editing
M. Afifi, A. Punnappurath, A. Abdelhamed, H. Karaimer, A. Abuolaim, and M. S. Brown
Color and Imaging Conference (CIC), 2019
PDF | Bibtex | Project | Code | PPT
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Revisiting Autofocus for Smartphone Cameras
A. Abuolaim, A. Punnappurath, and M. S. Brown
European Conference on Computer Vision (ECCV), 2018
PDF | Bibtex | Project | Poster
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Trajectolizer: Interactive Analysis and Exploration of Trajectory Group Dynamics
A. Sawas, A. Abuolaim, M. Afifi, and M. Papagelis
International Conference on Mobile Data Management (MDM), 2018
[Demo]
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Tensor Methods for Group Pattern Discovery of Pedestrian Trajectories
A. Sawas*, A. Abuolaim*, M. Afifi, and M. Papagelis
International Conference on Mobile Data Management (MDM), 2018
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On the Essence of Unsupervised Detection of Anomalous Motion in Surveillance Videos
A. Abuolaim, W. K. Leow, J. Varadarajan, and N. Ahuja
International Conference on Computer Analysis of Images and Patterns (CAIP), 2017
*Both authors contributed equally