Berk Kaya
5 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
🐣
Hot Topic Early Bird
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Techniques
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
photometric stereo
(5)
surface normal
(3)
multi-view stereo
(3)
3d reconstruction
(3)
surface normal estimation
(2)
depth estimation
(2)
surface reconstruction
(1)
implicit neural representation
(1)
neural radiance field
(1)
uncertainty estimation
(1)
neural shape representation
(1)
inverse rendering
(1)
neural volume rendering
(1)
uncalibrated imaging
(1)
bidirectional reflectance distribution function
(1)
implicit neural function
(1)
multi-view photometric stereo
(1)
interreflection modeling
(1)
uncertainty modeling
(1)
gradient-based optimization
(1)
Papers
Multi-View Photometric Stereo Revisited
WACV 2023
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo
WACV 2022
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo
WACV 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo
CVPR 2022
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces
CVPR 2021