Convolutional Neural Networks for Depth Estimation on 2 D Images

Abstract

The human brain possesses the remarkable ability to infer depth when viewing a two-dimensional scene, even with a single-point measurement, as in viewing a photograph. However, accurate depth mapping from a single image remains a challenge in computer vision. Applications for single-image depth estimation extend from autonomous vehicles, to satellite data… (More)

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