shirgur / UnsupervisedDepthFromFocus
Single Image Depth Estimation Trained via Depth from Defocus Cues
☆119Updated 5 years ago
Alternatives and similar repositories for UnsupervisedDepthFromFocus:
Users that are interested in UnsupervisedDepthFromFocus are comparing it to the libraries listed below
- Official PyTorch implementation of "Focus on Defocus" paper.☆80Updated 4 years ago
- Dense Deep Depth Estimation Network (D3-Net) in PyTorch.☆120Updated 2 years ago
- official implementation of "Visualization of Convolutional Neural Networks for Monocular Depth Estimation"☆151Updated 2 years ago
- Code release for PhaseCam3D at ICCP 2019 https://yichengwu.github.io/PhaseCam3D/☆47Updated 3 years ago
- Structure-Aware Residual Pyramid Network for Monocular Depth Estimation IJCAI 2019☆86Updated 4 years ago
- Structure-Guided Ranking Loss for Single Image Depth Prediction☆188Updated last year
- [AAAI2020] Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching☆40Updated 5 years ago
- Towards Good Practice for CNN Based Monocular Depth Estimation☆47Updated 9 months ago
- Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets…☆80Updated 3 years ago
- Domain-invariant Stereo Matching Networks☆231Updated 3 years ago
- Github Repo for Paper "The Edge of Depth: Explicit Constraints between Segmentation and Depth"☆97Updated 4 years ago
- DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)☆363Updated 4 years ago
- Dense Matching Benchmark☆175Updated 3 years ago
- CVPR 2019 - Guided Stereo Matching☆110Updated 4 years ago
- Official implementation of paper "Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fie…☆118Updated 4 years ago
- Fast Bilateral Solver implementation with C++ and demos☆144Updated 5 years ago
- Deep Depth from Focus implementation☆68Updated 6 years ago
- ☆126Updated 6 years ago
- Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019☆122Updated 5 years ago
- Code of paper: Exploiting temporal consistency for real-time video depth estimation (ICCV 2019)☆87Updated 2 years ago
- [ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs☆187Updated 3 years ago
- Code of "Unsupervised Adversarial Depth Estimation using Cycled Generative Networks" 3DV2018☆130Updated 4 years ago
- Tensorflow implementation of monocular Residual Matching (monoResMatch) network.☆116Updated 5 years ago
- gc-net for stereo matching by using pytorch☆113Updated 6 years ago
- Code for the CVPR 2019 paper "Learning Single-Image Depth from Videos using Quality Assessment Networks"☆107Updated 5 years ago
- SENSE: a Shared Encoder Network for Scene-flow Estimation☆78Updated 4 years ago
- ☆31Updated 3 years ago
- [TPAMI 2020] Parallax Attention for Unsupervised Stereo Correspondence Learning☆98Updated 3 years ago
- Pytorch implementation of depth completion architectures (eg. SparseConv, Sparse-to-Dense)☆50Updated 4 years ago
- Deep Material-aware Cross-spectral Stereo Matching (CVPR 2018)☆33Updated 7 months ago