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James Bartolozzi

2 accepted papers

2020

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

ECCV 2020poster

We present an end-to-end 3D reconstruction of a scene by directly regressing a truncated signed distance function (TSDF) from a set of posed RGB images. Traditional approaches to 3D reconstruction rely on an intermediate representation of depth maps prior to estimating a full 3D model of a scene. We…

2020

DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points

ECCV 2020poster

Multi-view stereo (MVS) is the golden mean between the accuracy of active depth sensing and the practicality of monocular depth estimation. Cost volume based approaches employing 3D convolutional neural networks (CNNs) have considerably improved the accuracy of MVS systems. However, this accuracy co…