Mahmoud Afifi

According to our database, Mahmoud Afifi authored at least 48 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance.

Mostafa Hussien, Mahmoud Afifi, Kim Khoa Nguyen, Mohamed Cheriet

CoRR, 2024

What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models.

Abdelrahman Abdelhamed, Mahmoud Afifi, Alec Go

CoRR, 2024

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs.

Georgy Perevozchikov, Nancy Mehta, Mahmoud Afifi, Radu Timofte

Proceedings of the Computer Vision - ECCV 2024, 2024

Optimizing Illuminant Estimation in Dual-Exposure HDR Imaging.

Mahmoud Afifi, Zhenhua Hu, Liang Liang

Proceedings of the Computer Vision - ECCV 2024, 2024

2022

CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks.

Mahmoud Afifi, Abdelrahman Abdelhamed, Abdullah Abuolaim, Abhijith Punnappurath, Michael S. Brown

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Auto White-Balance Correction for Mixed-Illuminant Scenes.

Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels.

Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning.

Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Image color correction, enhancement, and editing.

Mahmoud Afifi

CoRR, 2021

CAMS: Color-Aware Multi-Style Transfer.

Mahmoud Afifi, Abdullah Abuolaim, Mostafa Hussien, Marcus A. Brubaker, Michael S. Brown

CoRR, 2021

Cross-Camera Convolutional Color Constancy.

Mahmoud Afifi, Jonathan T. Barron, Chloe LeGendre, Yun-Ta Tsai, Francois Bleibel

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Multi-Scale Photo Exposure Correction.

Mahmoud Afifi, Konstantinos G. Derpanis, Björn Ommer, Michael S. Brown

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms.

Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-Supervised Raw-to-Raw Mapping.

Mahmoud Afifi, Abdullah Abuolaim

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.

Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yun Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar

CoRR, 2020

Learning to Correct Overexposed and Underexposed Photos.

Mahmoud Afifi, Konstantinos G. Derpanis, Björn Ommer, Michael S. Brown

CoRR, 2020

Improving Color Space Conversion for Camera-Captured Images via Wide-Gamut Metadata.

Hoang M. Le, Mahmoud Afifi, Michael S. Brown

Proceedings of the 28th Color and Imaging Conference, 2020

Interactive White Balancing for Camera-Rendered Images.

Mahmoud Afifi, Michael S. Brown

Proceedings of the 28th Color and Imaging Conference, 2020

Modeling Defocus-Disparity in Dual-Pixel Sensors.

Abhijith Punnappurath, Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

Proceedings of the 2020 IEEE International Conference on Computational Photography, 2020

AIM 2020: Scene Relighting and Illumination Estimation Challenge.

Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, Hrishikesh P. S, Melvin Kuriakose, C. V. Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep White-Balance Editing.

Mahmoud Afifi, Michael S. Brown

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.

Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Comprehensive Study of the Effect of Spatial Resolution and Color of Digital Images on Vehicle Classification.

Khaled F. Hussain, Mahmoud Afifi, Ghada S. Moussa

IEEE Trans. Intell. Transp. Syst., 2019

11K Hands: Gender recognition and biometric identification using a large dataset of hand images.

Mahmoud Afifi

Multim. Tools Appl., 2019

AFIF⁴: Deep gender classification based on AdaBoost-based fusion of isolated facial features and foggy faces.

Mahmoud Afifi, Abdelrahman Abdelhamed

J. Vis. Commun. Image Represent., 2019

The achievement of higher flexibility in multiple-choice-based tests using image classification techniques.

Mahmoud Afifi, Khaled F. Hussain

Int. J. Document Anal. Recognit., 2019

A versatile computational framework for group pattern mining of pedestrian trajectories.

Abdullah M. Sawas, Abdullah Abuolaim, Mahmoud Afifi, Manos Papagelis

GeoInformatica, 2019

Color Temperature Tuning: Allowing Accurate Post-Capture White-Balance Editing.

Mahmoud Afifi, Abhijith Punnappurath, Abdelrahman Abdelhamed, Hakki Can Karaimer, Abdullah Abuolaim, Michael S. Brown

Proceedings of the 27th Color and Imaging Conference, 2019

What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance.

Mahmoud Afifi, Michael S. Brown

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Recoloring Based on Object Color Distributions.

Mahmoud Afifi, Brian L. Price, Scott Cohen, Michael S. Brown

Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019

When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images.

Mahmoud Afifi, Brian L. Price, Scott Cohen, Michael S. Brown

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Sensor-Independent Illumination Estimation for DNN Models.

Mahmoud Afifi, Michael S. Brown

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Can we boost the power of the Viola-Jones face detector using preprocessing? An empirical study.

Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly A. Mohamed

J. Electronic Imaging, 2018

Image Posterization Using Fuzzy Logic and Bilateral Filter.

Mahmoud Afifi

CoRR, 2018

Semantic White Balance: Semantic Color Constancy Using Convolutional Neural Network.

Mahmoud Afifi

CoRR, 2018

Trajectolizer: Interactive Analysis and Exploration of Trajectory Group Dynamics.

Abdullah M. Sawas, Abdullah Abuolaim, Mahmoud Afifi, Manos Papagelis

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Tensor Methods for Group Pattern Discovery of Pedestrian Trajectories.

Abdullah M. Sawas, Abdullah Abuolaim, Mahmoud Afifi, Manos Papagelis

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

2017

Can we see photosynthesis? Magnifying the tiny color changes of plant green leaves using Eulerian video magnification.

Islam A. T. F. Taj-Eddin, Mahmoud Afifi, Mostafa Korashy, Ali H. Ahmed, Ng Yoke Cheng, Evelyng Hernandez, Salma M. Abdel-latif

J. Electronic Imaging, 2017

Gender recognition and biometric identification using a large dataset of hand images.

Mahmoud Afifi

CoRR, 2017

Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study.

Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly S. Abdelrahim

CoRR, 2017

AFIF4: Deep Gender Classification based on AdaBoost-based Fusion of Isolated Facial Features and Foggy Faces.

Mahmoud Afifi, Abdelrahman Abdelhamed

CoRR, 2017

2016

A new compression technique for surveillance videos: Evaluation using new dataset.

Islam A. T. F. Taj-Eddin, Mahmoud Afifi, Mostafa Korashy, Doha Hamdy, Marwa Nasser, Shimaa Derbaz

Proceedings of the Sixth International Conference on Digital Information and Communication Technology and its Applications, 2016

2015

MPB: A modified Poisson blending technique.

Mahmoud Afifi, Khaled F. Hussain

Comput. Vis. Media, 2015

OCR System for Poor Quality Images Using Chain-Code Representation.

Ali H. Ahmed, Mahmoud Afifi, Mostafa Korashy, Ebram K. William, Mahmoud Abd El-sattar, Zenab Hafez

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Telepresence Robot Using Microsoft Kinect Sensor and Video Glasses.

Mahmoud Afifi, Mostafa Korashy, Ali H. Ahmed, Zenab Hafez, Marwa Nasser

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Video Flash Matting: Video Foreground Object Extraction Using an Intermittent Flash.

Mahmoud Afifi

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

2014

Video face replacement system using a modified Poisson blending technique.

Mahmoud Afifi, Khaled F. Hussain, Hosny M. Ibrahim, Nagwa M. Omar

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014

Fast Video Completion using patch-based synthesis and image registration.

Mahmoud Afifi, Khaled F. Hussain, Hosny M. Ibrahim, Nagwa M. Omar

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014