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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...
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09/17/2021
Auto White-Balance Correction for Mixed-Illuminant Scenes
Auto white balance (AWB) is applied by camera hardware at capture time t...
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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...
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07/28/2021
Image color correction, enhancement, and editing
This thesis presents methods and approaches to image color correction, c...
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06/26/2021
CAMS: Color-Aware Multi-Style Transfer
Image style transfer aims to manipulate the appearance of a source image...
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06/25/2021
Semi-Supervised Raw-to-Raw Mapping
The raw-RGB colors of a camera sensor vary due to the spectral sensitivi...
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11/24/2020
Cross-Camera Convolutional Color Constancy
We present "Cross-Camera Convolutional Color Constancy" (C5), a learning...
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11/23/2020
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms
While generative adversarial networks (GANs) can successfully produce hi...
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09/27/2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge
We review the AIM 2020 challenge on virtual image relighting and illumin...
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09/26/2020
Interactive White Balancing for Camera-Rendered Images
White balance (WB) is one of the first photo-finishing steps used to ren...
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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...
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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...
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04/03/2020
Deep White-Balance Editing
We introduce a deep learning approach to realistically edit an sRGB imag...
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03/25/2020
Learning to Correct Overexposed and Underexposed Photos
Capturing photographs with wrong exposures remains a major source of err...
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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...
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12/14/2019
Sensor-Independent Illumination Estimation for DNN Models
While modern deep neural networks (DNNs) achieve state-of-the-art result...
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02/03/2018
Image Posterization Using Fuzzy Logic and Bilateral Filter
Image posterization is converting images with a large number of tones in...
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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...
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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...
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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)...
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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...
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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...
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06/12/2017