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cs.CV2020
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces
Berk Kaya, Suryansh Kumar, Carlos Oliveira +2
This paper presents an uncalibrated deep neural network framework for the photometric stereo problem. For training models to solve the problem, existing neural network-based method…
cs.CV2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations
Berk Kaya, Radu Timofte
We present a framework to translate between 2D image views and 3D object shapes. Recent progress in deep learning enabled us to learn structure-aware representations from a scene.…