Abhijith Punnappurath
12 papers · 2015–2026 · 4 venues · across top CS/AI venues
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Achievements
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(10)
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Keyword Collector
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Research topics
Computer Vision
(10)
Processing
(10)
Deep Learning
(6)
Machine Learning
(4)
Application Areas Β· Machine Learning
(3)
Architectures
(3)
Generation
(3)
Analysis
(2)
Core AI
(2)
Learning Types
(2)
Computer Science
(1)
Application Areas Β· Deep Learning
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
image restoration
(5)
srgb image
(2)
neural network
(2)
image processing
(2)
domain adaptation
(2)
illuminant estimation
(2)
raw reconstruction
(2)
image de-rendering
(1)
noise modeling
(1)
image reconstruction
(1)
joint learning
(1)
image translation
(1)
convolutional neural network
(1)
loss function
(1)
image synthesis
(1)
tone mapping
(1)
lightweight model
(1)
content-aware metadata
(1)
color constancy
(1)
optimization framework
(1)
Papers
Edit-aware RAW reconstruction
CVPR 2026
Time-Aware Auto White Balance in Mobile Photography
ICCV 2025
Non-parametric Sensor Noise Modeling and Synthesis
ECCV 2024
Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images
ICCV 2023
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs
CVPR 2022
Extracting Vignetting and Grain Filter Effects From Photos
WACV 2022
Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata
CVPR 2022
Leveraging the Availability of Two Cameras for Illuminant Estimation
CVPR 2021
Spatially Aware Metadata for Raw Reconstruction
WACV 2021
Reflection Removal Using a Dual-Pixel Sensor
CVPR 2019
Revisiting Autofocus for Smartphone Cameras
ECCV 2018
Rolling Shutter Super-Resolution
ICCV 2015