
Abdelrahman Kamel Siddek Abdelhamed
This page is no longer maintained. Please, check out my new page here: abdokamel.github.io
PhD Student (Computer Science)
Computational Vision and Imaging Lab (CVIL) | Lassonde School of Engineering
York University, Canada
Supervisor: Prof. Michael S. Brown
Email |
Resume |
Google Scholar |
LinkedIn
A new version of SIDD Benchmark (SIDD+) is being hosted as a challenge at the New Trends in Image Restoration and Enhancement (NTIRE 2020) workshop in conjunction with CVPR 2020.
The participating solutions and results will be published in the challenge report in the CVPR 2020 Workshop proceedings.
Challenges can be accessed at the following Codalab competitions:
NTIRE 2020 Real Image Denoising Challenge - Track 1 - rawRGB
NTIRE 2020 Real Image Denoising Challenge - Track 2 - sRGB
Dataset and benchmark for real image denoising: Smartphone Image Denoising Dataset (SIDD)
Education
MSc (Computer Science), National University of Singapore, 2016
Supervisor: Prof. Michael S. Brown
Thesis
MSc (Computer Science), Assiut University, Egypt, 2014
Supervisors: Prof. Yousef B. Mahdy,
Assoc. Prof. Khaled F. Hussain
Thesis
BSc (Computer Science), Assiut University, Egypt, 2009
Research interests
Computer Vision, Image Processing, Computational Photography, Human Computer Interaction
Noise Modelling, White Balance, Mobile Interfaces, Deep Learning, CNNs, Nearest Neighbour Search, Image Retrieval
Professional service
Workshop/Challenge organizer and program committee member NTIRE 2019 workshop @ CVPR 2019
Website chair, CVPR'18
Reviewer, CVPR, ICCV, BMVC, WACV, CRV, CIC,
IEEE TPAMI,
IEEE TIP,
IET Computer Vision,
IET Image Processing,
Signal Processing
Publications
Noise Flow: Noise Modeling with Conditional Normalizing Flows
Abdelhamed A., Brubaker M. A., Brown M. S.
International Conference on Computer Vision (ICCV), 2019
(Oral Presentation)
PDF |
Supplemental |
Code & Models |
Bibtex
Color Temperature Tuning: Allowing Accurate Post-capture White-balance Editing
Afifi M., Punnappurath A., Abdelhamed A., Karaimer H. C., Abuolaim A., Brown M. S.
Color and Imaging Conference (CIC), 2019
(Oral Presentation, CIC27 Best Paper Award, US Provisional Patent)
PDF |
Project |
Matlab Code (to be released) |
Android Code (to be released) |
PPT |
Bibtex
NTIRE 2019 Challenge on Real Image Denoising: Methods and Results
Abdelhamed A., Timofte R., Brown M. S., et al.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019
Preprint |
Bibtex
AFIF4: Deep gender classification based on AdaBoost-based fusion of isolated facial features and foggy faces
Afifi M., Abdelhamed A.
Journal of Visual Communication and Image Representation (JVCIR), 2019
arXiv |
Bibtex |
Project and Dataset
MarkWhite: An Improved Interactive White-Balance Method for Smartphone Cameras
Abdelhamed A., MacKenzie I. S., Brown M. S.
Graphics Interface (GI), 2019
(Oral Presentation)
Preprint |
HTML |
Bibtex |
Project |
Video 1 |
Video 2 |
Code |
Android App
A High-Quality Denoising Dataset for Smartphone Cameras
Abdelhamed A., Lin S., Brown M. S.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
PDF |
Bibtex |
Project |
Code
Two Illuminant Estimation and User Correction Preference
Cheng D.*, Kamel A.*, Price B., Cohen S., Brown M. S. *Equal contribution
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
PDF |
Bibtex |
Project
Multi-Bin Search: Improved Large-Scale Content-Based Image Retrieval
Kamel A., Mahdy Y. B., Hussain K. F.
International Journal of Multimedia Information Retrieval (IJMIR), 2014
PDF |
Bibtex
Multi-Bin Search: Improved Large-Scale Content-Based Image Retrieval
Kamel A., Mahdy Y. B., Hussain K. F.
International Conference on Image Processing (ICIP), 2013 (Oral Presentation)
PDF |
Bibtex
Experience
Sep. 2019 - Dec. 2019
Research Intern, Apple AI/ML
Oct. 2018 - Apr. 2019
Research Intern, Borealis AI
2017 - Now
Teaching Assistant, Computer Science, York University
2016 - 2017
Teaching Assistant, Computer Science, National University of Singapore
2014 - 2015
Assistant Lecturer, Computer Science, Assiut University, Egypt
2009 - 2014
Teaching Assistant, Computer Science, Assiut University, Egypt
Awards
2018 - 2019
AdeptMind Scholarship, AdeptMind
2017 - 2019
Ontario Trillium Scholarship (OTS), York University
2017
Lassonde Graduate Entrance Scholarship (LGES), York University
2017
York Graduate Scholarship (YGS), York University
2015 - 2016
NUS Research Scholarship, National University of Singapore