Mahmoud Afifi | DeepAI

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∙ 11/15/2021

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

Portrait mode is widely available on smartphone cameras to provide an en...

0 Abdullah Abuolaim, et al. ∙

∙ 09/17/2021

Auto White-Balance Correction for Mixed-Illuminant Scenes

Auto white balance (AWB) is applied by camera hardware at capture time t...

12 Mahmoud Afifi, et al. ∙

∙ 08/11/2021

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

Many camera sensors use a dual-pixel (DP) design that operates as a rudi...

8 Abdullah Abuolaim, et al. ∙

∙ 07/28/2021

Image color correction, enhancement, and editing

This thesis presents methods and approaches to image color correction, c...

0 Mahmoud Afifi, et al. ∙

∙ 06/26/2021

CAMS: Color-Aware Multi-Style Transfer

Image style transfer aims to manipulate the appearance of a source image...

11 Mahmoud Afifi, et al. ∙

∙ 06/25/2021

Semi-Supervised Raw-to-Raw Mapping

The raw-RGB colors of a camera sensor vary due to the spectral sensitivi...

12 Mahmoud Afifi, et al. ∙

∙ 11/24/2020

Cross-Camera Convolutional Color Constancy

We present "Cross-Camera Convolutional Color Constancy" (C5), a learning...

0 Mahmoud Afifi, et al. ∙

∙ 11/23/2020

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

While generative adversarial networks (GANs) can successfully produce hi...

6 Mahmoud Afifi, et al. ∙

∙ 09/27/2020

AIM 2020: Scene Relighting and Illumination Estimation Challenge

We review the AIM 2020 challenge on virtual image relighting and illumin...

0 Majed El Helou, et al. ∙

∙ 09/26/2020

Interactive White Balancing for Camera-Rendered Images

White balance (WB) is one of the first photo-finishing steps used to ren...

12 Mahmoud Afifi, et al. ∙

∙ 06/23/2020

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

Cameras currently allow access to two image states: (i) a minimally proc...

23 Mahmoud Afifi, et al. ∙

∙ 05/08/2020

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

This paper reviews the NTIRE 2020 challenge on real image denoising with...

25 Abdelrahman Abdelhamed, et al. ∙

∙ 04/03/2020

Deep White-Balance Editing

We introduce a deep learning approach to realistically edit an sRGB imag...

3 Mahmoud Afifi, et al. ∙

∙ 03/25/2020

Learning to Correct Overexposed and Underexposed Photos

Capturing photographs with wrong exposures remains a major source of err...

6 Mahmoud Afifi, et al. ∙

∙ 12/15/2019

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

There is active research targeting local image manipulations that can fo...

18 Mahmoud Afifi, et al. ∙

∙ 12/14/2019

Sensor-Independent Illumination Estimation for DNN Models

While modern deep neural networks (DNNs) achieve state-of-the-art result...

10 Mahmoud Afifi, et al. ∙

∙ 02/03/2018

Image Posterization Using Fuzzy Logic and Bilateral Filter

Image posterization is converting images with a large number of tones in...

0 Mahmoud Afifi, et al. ∙

∙ 02/01/2018

Semantic White Balance: Semantic Color Constancy Using Convolutional Neural Network

The goal of the computational color constancy is to preserve the percept...

0 Mahmoud Afifi, et al. ∙

∙ 11/12/2017

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

The human hand possesses distinctive features which can reveal gender in...

0 Mahmoud Afifi, et al. ∙

∙ 11/02/2017

The Achievement of Higher Flexibility in Multiple Choice-based Tests Using Image Classification Techniques

In spite of the high accuracy of the existing optical mark reading (OMR)...

0 Mahmoud Afifi, et al. ∙

∙ 09/22/2017

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

The Viola-Jones face detection algorithm was (and still is) a quite popu...

0 Mahmoud Afifi, et al. ∙

∙ 06/13/2017

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

Gender classification aims at recognizing a person's gender. Despite the...

0 Mahmoud Afifi, et al. ∙

∙ 06/12/2017

Can We See Photosynthesis? Magnifying the Tiny Color Changes of Plant Green Leaves Using Eulerian Video Magnification

Plant aliveness is proven through laboratory experiments and special sci...

0 Islam A. T. F. Taj-Eddin, et al. ∙

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