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A curated list of recent monocular depth estimation papers

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Awesome Monocular Depth Estimation Awesome

A list of recent monocular depth estimation work, inspired by awesome-computer-vision.

The list is mainly focusing on recent work after 2020

Last update: Oct 2024

Papers

High Performance
Self-Supervised Depth Estimation
Metric Depth from Single Image
Depth for Non-Lambertain Surface
Depth from Dual-Pixel, optics, or photography
Fisheye
360 deg Depth
Sparse Depth Completion
Indoor Datasets

Indoor dataset with a focus on space type

Other Domain Datasets