awesome-depth

A curated list of publication for depth estimation
https://github.com/scott89/awesome-depth

Last synced: 13 days ago
JSON representation

0. Survey
- 1
- 2
- 3
- 1
- 2
- 3
1. Monocular Depth (Fully Supervised)
- 1
- 2
- 5
- 6
- 7
- 8
- 9
- 10
- 13 - mcl/monocular-depth-estimation-using-relative-depth-maps)
- 14 - bts/bts)
- 15
- 16 - CLSTM)
- 14 - bts/bts)
- 15
- 16 - CLSTM)
- 3
- 4
- 4
- 5
- 12
- 13 - mcl/monocular-depth-estimation-using-relative-depth-maps)
- 10
- 4
- 11
2. Monocular Depth (Semi- / Un-Supervised)
- 2.1 Stereo Consistency
  - 2
  - 5
  - 6
  - 7 - Tensorflow)
  - 8 - research/google-research/tree/master/dual_pixels)
  - 9
  - 7 - Tensorflow)
  - 1
  - 3
  - 4
  - 2
  - 6
  - 8 - research/google-research/tree/master/dual_pixels)
- 2.2 Multi View
  - 1
  - 2
  - PDF
  - 8
  - 9 - SfMLearner-Release)
  - 11 - vl/DeepV2D)
  - 12 - ML/packnet-sfm)
  - 13
  - 14 - SfMLearner-Release)
  - 9 - SfMLearner-Release)
  - 12 - ML/packnet-sfm)
  - 3
  - 4
  - 5
  - Web
  - 10
  - 8
3. Depth Completion/Super-resolution
- 2.2 Multi View
  - 1
  - 2
  - 5
  - 1
  - 4
  - 3
  - 5
  - 2
4. Depth Fusion
- 2.2 Multi View
  - 1
  - 2
5. Depth Dataset
- 2.2 Multi View
  - 3
  - 4
  - 5
  - 6
  - 6
  - 1
  - 7
  - 3
  - 5
  - 2
6. 3D Photography
- 2.2 Multi View
  - 1
  - 2 - ken-burns)
  - 3
  - 7
  - 8
  - 7
  - 4
  - 1
8. Optical Flow & Scene Flow
- 2.2 Multi View
  - 1
  - 2
  - 3
  - 7
  - 6
  - 2
  - 4
  - 5
  - 6
  - 3
  - 7
  - 6

Programming Languages

Python 7 C++ 2 Lua 1

Categories

2. Monocular Depth (Semi- / Un-Supervised) 30 1. Monocular Depth (Fully Supervised) 24 8. Optical Flow & Scene Flow 12 5. Depth Dataset 10 6. 3D Photography 8 3. Depth Completion/Super-resolution 8 0. Survey 6 4. Depth Fusion 2

Sub Categories

2.2 Multi View 57 2.1 Stereo Consistency 13

Keywords

deep-learning 3 depth-estimation 3 visual-odometry 2 3d-vision 1 caffe 1 computer-vision 1 cvpr 1 convolutional-residual-networks 1 depth-maps 1 depth-prediction 1 matconvnet 1 tensorflow 1 monocular-depth 1 ddvo 1 posenet-ddvo 1 pytorch 1 unsupervised-learning 1 convolutional-networks 1 optical-flow 1 spatial-pyramid-network 1 spynet 1