Dense Pixel Correspondence Estimation
14 papers with code • 4 benchmarks • 3 datasets
Benchmarks
These leaderboards are used to track progress in Dense Pixel Correspondence Estimation
| Trend | Dataset | Best Model | Paper | Code | Compare |
|---|---|---|---|---|---|
|
|||||
|
|||||
|
|||||
|
Libraries
Use these libraries to find Dense Pixel Correspondence Estimation models and implementations
KITTI
HPatches
ETH3D
Most implemented papers
Warp Consistency for Unsupervised Learning of Dense Correspondences
PruneTruong/DenseMatching
•
•
ICCV 2021
From our observations and empirical results, we design a general unsupervised objective employing two of the derived constraints.
Deep Matching Prior: Test-Time Optimization for Dense Correspondence
Conventional techniques to establish dense correspondences across visually or semantically similar images focused on designing a task-specific matching prior, which is difficult to model.
GAN-Supervised Dense Visual Alignment
wpeebles/gangealing
•
•
CVPR 2022
We propose GAN-Supervised Learning, a framework for learning discriminative models and their GAN-generated training data jointly end-to-end.
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data
Nighttime semantic segmentation is especially challenging due to a lack of annotated nighttime images and a large domain gap from daytime images with sufficient annotation.
