Deep Learning-Based Monocular Depth Estimation Methods—A State-of-the-Art Review

Monocular depth estimation from Red-Green-Blue (RGB) images is a well-studied ill-posed problem in computer vision which has been investigated intensively over the past decade using Deep Learning (DL) approaches. The recent approaches for monocular depth estimation mostly rely on Convolutional Neura...

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Bibliographic Details
Main Authors: Faisal Khan, Saqib Salahuddin, Hossein Javidnia
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/8/2272