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What is Monocular Depth Estimation Overview about?

This document provides an overview of monocular depth estimation methods based on deep learning. It discusses traditional depth estimation techniques, then focuses on recent approaches using deep neural networks to predict dense depth maps from single images in an end-to-end manner. The document reviews representative methods that are supervised, unsupervised, or semi-supervised. It also discusses datasets, metrics, and challenges in monocular depth estimation using deep learning.

Author

Somya swarya naik

Language

EN