mattpoggi / depthstillation
Demo code for paper "Learning optical flow from still images", CVPR 2021.
☆152Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for depthstillation
- [ICCV'21 Oral] High-Resolution Optical Flow from 1D Attention and Correlation☆108Updated last year
- Learning Optical Flow from a Few Matches (CVPR 2021)☆164Updated 3 years ago
- SENSE: a Shared Encoder Network for Scene-flow Estimation☆78Updated 4 years ago
- Occlusion Aware Unsupervised Learning of Optical Flow From Video☆41Updated last year
- Official implementation of paper "Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fie…☆120Updated 3 years ago
- Dynamic Scene Scoping for Optical Flow (CVPR 2020)☆95Updated last year
- An optical flow forward warp's lib with backpropagation using pytorch.☆109Updated 3 years ago
- Pytorch implementation of MaskFlownet☆87Updated 4 years ago
- PyTorch implementation of UPFlow (unsupervised optical flow learning)☆126Updated 2 years ago
- Code of paper: Exploiting temporal consistency for real-time video depth estimation (ICCV 2019)☆87Updated last year
- Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets…☆79Updated 3 years ago
- Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.☆154Updated last year
- Structure-Guided Ranking Loss for Single Image Depth Prediction☆183Updated last year
- Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation☆63Updated last year
- Global Matching with Overlapping Attention for Optical Flow Estimation, CVPR 2022☆96Updated 2 years ago
- The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos☆94Updated last year
- Self-Supervised Multi-Frame Monocular Scene Flow (CVPR 2021)☆99Updated 3 years ago
- ☆117Updated last year
- The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical…☆252Updated last year
- Probabilistic Pixel-Adaptive Refinement Networks (CVPR 2020)☆78Updated 4 years ago
- Github Repo for Paper "The Edge of Depth: Explicit Constraints between Segmentation and Depth"☆96Updated 3 years ago
- Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)☆194Updated 2 years ago
- CRAFT: Cross-Attentional Flow Transformers for Optical Flow Estimation☆74Updated 2 weeks ago
- Official Pytorch implementation of "StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Ster…☆34Updated 4 years ago
- LSM: Learning Subspace Minimization for Low-Level Vision (CVPR'2020)☆44Updated 4 years ago
- Official PyTorch implementation of "Focus on Defocus" paper.☆75Updated 3 years ago
- Enforcing Temporal Consistency in Video Depth Estimation, ICCV-W 2021.☆82Updated 3 years ago
- PyTorch implementation of the paper: Crowdsampling The Plenoptic Function, ECCV 2020☆83Updated last year
- Official code repository for the paper: "The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement"☆68Updated last year
- Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching☆55Updated 4 years ago