Search Results for author: Francesco Sarno

Found 2 papers, 0 papers with code

Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo

no code implementations11 Oct 2021 Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc van Gool

We then perform a continuous relaxation of this search space and present a gradient-based optimization strategy to find an efficient light calibration and normal estimation network.

Neural Architecture Search

Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo

no code implementations11 Oct 2021 Berk Kaya, Suryansh Kumar, Francesco Sarno, Vittorio Ferrari, Luc van Gool

Our method performs neural rendering of multi-view images while utilizing surface normals estimated by a deep photometric stereo network.

3D Reconstruction Neural Rendering

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