Depth any video with scalable synthetic data

[Free GPT-4]
[PDF] arxiv.org

Align3R: Aligned Monocular Depth Estimation for Dynamic Videos

J Lu, T Huang, P Li, Z Dou, C Lin, Z Cui, Z Dong… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent developments in monocular depth estimation methods enable high-quality depth
estimation of single-view images but fail to estimate consistent video depth across different …
Save Cite Cited by 1 Related articles View as HTML
[Free GPT-4]
[PDF] arxiv.org

Video Depth without Video Models

B Ke, D Narnhofer, S Huang, L Ke, T Peters… - arxiv preprint arxiv …, 2024 - arxiv.org
Video depth estimation lifts monocular video clips to 3D by inferring dense depth at every
frame. Recent advances in single-image depth estimation, brought about by the rise of large …
Save Cite Related articles View as HTML
[Free GPT-4]
[PDF] arxiv.org

Video Depth Anything: Consistent Depth Estimation for Super-Long Videos

S Chen, H Guo, S Zhu, F Zhang, Z Huang… - arxiv preprint arxiv …, 2025 - arxiv.org
Depth Anything has achieved remarkable success in monocular depth estimation with
strong generalization ability. However, it suffers from temporal inconsistency in videos …
Save Cite Related articles View as HTML