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Computer Vision and Image Understanding

Subject Areas: Computer Vision and Pattern Recognition
ISSN: 1077-3142
SJR: 139

Open Access

Journal Article

On the Benefit of Adversarial Training for Monocular Depth Estimation

Groenendijk, Rick; Karaoglu, Sezer; Gevers, Theo; Mensink, Thomas

2019 Electrical Engineering and Systems Science

doi:10.1016/j.cviu.2019.102848

Abstract: In this paper we address the benefit of adding adversarial training to the task of monocular depth estimation. A model can be trained in a self-supervised setting on stereo pairs of images, where depth (disparities) are an intermediate result in a right-to-left image reconstruction...

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