deep-video-mvs
SGDepth
| deep-video-mvs | SGDepth | |
|---|---|---|
| 1 | - | |
| 205 | 194 | |
| - | 0.0% | |
| 0.0 | 1.8 | |
| almost 3 years ago | about 3 years ago | |
| Python | Python | |
| MIT License | MIT License |
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deep-video-mvs
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helpful pointers to state-of-the-art material for depth estimation from multi-view videos captured from cameras with arbitrary poses.
If deep learning is an option, then you might want to check out http://zak.murez.com/atlas/, https://zju3dv.github.io/neuralrecon/, https://github.com/ardaduz/deep-video-mvs and the references therein. These methods can be better than classical ones, especially if overfitted on a specific type of scene.
SGDepth
We haven't tracked posts mentioning SGDepth yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
jiant - jiant is an nlp toolkit
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
merged_depth - Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
STEPS - This is the official repository for ICRA-2023 paper "STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation"
YOLOP - You Only Look Once for Panopitic Driving Perception.（MIR2022）
simplerecon - [ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions
OpenSeeFace - Robust realtime face and facial landmark tracking on CPU with Unity integration
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
BundleFusion - [Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
ACMMP - Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo (TPAMI 2022)