Depth Estimation

Creator

Creator

Seonglae Cho

Created

Created

2021 Nov 10 1:1

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Jun 8 16:53

Refs

Refs

One Image is inherently ambiguous

Multi-view stereo reconstruction (MVS)

We need multi view geometry

Depth Estimation Algorithms

Gaussian Splatting

Depth Estimation Notion

Radiance Fields

Monocular Depth Estimation

Two-view Geometry

Structure-from-Motion

Multi-View Stereo

Pinhole Camera Model

Depth Estimation Usages

impressive demo

Generating Worlds

Today we're sharing our first step towards spatial intelligence: an AI system that generates 3D worlds from a single image.

https://www.worldlabs.ai/blog

Generating Worlds

dataset

NYU Depth V2 « Nathan Silberman

Samples of the RGB image, the raw depth image, and the class labels from the dataset.

https://cs.nyu.edu/~fergus/datasets/nyu_depth_v2.html

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