Perceptual Monocular Depth Estimation

Monocular depth estimation (MDE), which is the task of using a single image to predict scene depths, has gained considerable interest, in large part owing to the popularity of applying deep learning methods to solve “computer vision problems”. Monocular cues provide sufficient data for humans to ins...

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Bibliographic Details
Published in:	Neural processing letters Vol. 53; no. 2; pp. 1205 - 1228
Main Authors:	Pan, Janice, Bovik, Alan C.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01-04-2021 Springer Nature B.V
Subjects:	Artificial Intelligence Bivariate analysis Complex Systems Computational Intelligence Computer Science Computer vision Deep learning Dictionaries Image processing Image quality Quality assessment Statistics Video Bivariate natural scene statistics Natural scene statistics Monocular depth estimation Depth estimation Neural networks
Online Access:	Get full text
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