A Review of Monocular Depth Estimation Methods Based on Deep Learning

Farooq, Huma and Chachoo, Manzoor (2023) A Review of Monocular Depth Estimation Methods Based on Deep Learning. In: Proceedings of the 3rd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2022, 24-25 March 2022, New Delhi, India.

[thumbnail of 53845.pdf] PDF
53845.pdf

Download (334kB)

Abstract

In applications like autonomous vehicle driving or robot maneuverability, Precise depth estimation from images is vital for understanding the scene and its reconstruction. Traditional depth estimation techniques are based on component correspondences of several viewpoints. Using a single image to ex

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 16:13
Last Modified: 17 Apr 2026 03:18
URI: http://eprints.eai.eu/id/eprint/42852

Actions (login required)

View Item
View Item