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09/08/2023
Examining Autoexposure for Challenging Scenes
Autoexposure (AE) is a critical step applied by camera systems to ensure...
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04/23/2023
GamutMLP: A Lightweight MLP for Color Loss Recovery
Cameras and image-editing software often process images in the wide-gamu...
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11/16/2022
TransCC: Transformer-based Multiple Illuminant Color Constancy Using Multitask Learning
Multi-illuminant color constancy is a challenging problem with only a fe...
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06/06/2022
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs
Many flagship smartphone cameras now use a dedicated neural image signal...
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06/03/2022
Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata
Most camera images are rendered and saved in the standard RGB (sRGB) for...
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06/02/2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images
Image noise modeling is a long-standing problem with many applications i...
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06/02/2022
Modeling sRGB Camera Noise with Normalizing Flows
Noise modeling and reduction are fundamental tasks in low-level computer...
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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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08/02/2021
Neural Image Representations for Multi-Image Fusion and Layer Separation
We propose a framework for aligning and fusing multiple images into a si...
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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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02/17/2021
Mobile Computational Photography: A Tour
The first mobile camera phone was sold only 20 years ago, when taking pi...
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12/06/2020
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data
Recent work has shown impressive results on data-driven defocus deblurri...
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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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05/03/2020
A Little Bit More: Bitplane-Wise Bit-Depth Recovery
Imaging sensors digitize incoming scene light at a dynamic range of 10–1...
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05/01/2020
Defocus Deblurring Using Dual-Pixel Data
Defocus blur arises in images that are captured with a shallow depth of ...
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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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08/22/2019
Noise Flow: Noise Modeling with Conditional Normalizing Flows
Modeling and synthesizing image noise is an important aspect in many com...
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10/20/2017