Single Image Depth Estimation Trained via Depth from Defocus Cues
☆125Oct 16, 2019Updated 6 years ago
Alternatives and similar repositories for UnsupervisedDepthFromFocus
Users that are interested in UnsupervisedDepthFromFocus are comparing it to the libraries listed below
Sorting:
- The Offical Codebase for Fully Self-Supervised Depth Estimation from Defocus Clue☆48Jun 3, 2023Updated 2 years ago
- Official PyTorch implementation of "Focus on Defocus" paper.☆90Dec 23, 2020Updated 5 years ago
- Dense Deep Depth Estimation Network (D3-Net) in PyTorch.☆125Jul 7, 2022Updated 3 years ago
- [CVPR'22] DFVDFF: Deep Depth from Focus with Differential Focus Volume☆34Sep 4, 2022Updated 3 years ago
- mobile DFF dataset☆12Nov 26, 2018Updated 7 years ago
- Deep Depth from Focus implementation☆73Mar 18, 2019Updated 7 years ago
- Conventional Depth from Focus(DfF) estimation with slight focus variations in image sequences☆78Jan 4, 2021Updated 5 years ago
- Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation☆18Aug 5, 2019Updated 6 years ago
- [ECCV2022] Official implementation of 'Learning Depth from Focus in the Wild'☆43Jul 6, 2023Updated 2 years ago
- ☆33Apr 25, 2018Updated 7 years ago
- Interpolated depth from defocus using graph cut optimization☆25Apr 29, 2016Updated 9 years ago
- Official Pytorch implementation of ICCV 2021 2020 paper "Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervisi…☆50Mar 9, 2024Updated 2 years ago
- CVPR 2020 "Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation"☆36Jun 27, 2020Updated 5 years ago
- Official implementation of depth from focus using the ring difference filter (RDF)☆16Jan 21, 2020Updated 6 years ago
- ICCP2021: Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation☆69Jun 10, 2021Updated 4 years ago
- Implementation of "Variational Depth from Focus Reconstruction" [Moeller 2015]☆62Feb 2, 2020Updated 6 years ago
- Code of "Unsupervised Adversarial Depth Estimation using Cycled Generative Networks" 3DV2018☆131Nov 27, 2020Updated 5 years ago
- Structure-Aware Residual Pyramid Network for Monocular Depth Estimation IJCAI 2019☆86Mar 15, 2021Updated 5 years ago
- Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Imag…☆145Jun 27, 2019Updated 6 years ago
- official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"☆386Feb 20, 2022Updated 4 years ago
- ☆31Mar 14, 2022Updated 4 years ago
- Code release for PhaseCam3D at ICCP 2019 https://yichengwu.github.io/PhaseCam3D/☆49Oct 1, 2021Updated 4 years ago
- Relative blur based Depth from Defocus (DFD)☆13May 3, 2017Updated 8 years ago
- DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields (ACMMM 2022)☆77May 27, 2023Updated 2 years ago
- Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation in CVPR 2018 (Spotlight)☆114May 6, 2019Updated 6 years ago
- Repo for our CVIU work on the Benefit of Adversarial Training on Monocular Depth Estimation☆22Oct 4, 2023Updated 2 years ago
- A complete hand-held Depth from Focus (DfF) pipeline☆21Dec 16, 2021Updated 4 years ago
- learning depth from a single image☆19Mar 6, 2017Updated 9 years ago
- Attention-based Context Aggregation Network for Monocular Depth Estimation☆88Jul 12, 2020Updated 5 years ago
- CVPR 2020 - On the uncertainty of self-supervised monocular depth estimation☆242Oct 3, 2023Updated 2 years ago
- Single Image Depth Estimation with Feature Pyramid Network☆332Nov 30, 2019Updated 6 years ago
- 2018-2024 in-depth completion of top papers, open source code summary! (Continuous update)☆13Sep 1, 2024Updated last year
- Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets…☆83Jun 2, 2021Updated 4 years ago
- Implementation of our CVPR2019 paper on Depth Completion: Dense Depth Posterior (DDP) from Single Image and Sparse Range☆17Mar 30, 2019Updated 6 years ago
- Repository of our NeurIPS2020 Accepted paper "Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes"☆23Mar 30, 2022Updated 3 years ago
- PyTorch implementation of BTS Depth Estimator☆69Mar 25, 2020Updated 5 years ago
- Master's thesis☆192Apr 16, 2023Updated 2 years ago
- Our solution in competition NTIRE 2023 Bokeh Effect Transformation: https://codalab.lisn.upsaclay.fr/competitions/10229☆14Jun 18, 2023Updated 2 years ago
- ☆20Jun 3, 2025Updated 9 months ago