There are 35 repositories under image-matching topic.
🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code
🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)
Training library for local feature detection and matching
This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.
🤗 image matching toolbox webui
AdaLAM is a fully handcrafted realtime outlier filter integrating several best practices into a single efficient and effective framework. It detects inliers by searching for significant local affine patterns in image correspondences.
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]
Making Structure-from-Motion (COLMAP) more robust to symmetries and duplicated structures
Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.
A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)
A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.
PyTorch implementation of SIFT descriptor
CVT, a Computer Vision Toolkit.
Doppelgangers: Learning to Disambiguate Images of Similar Structures
An open source C++ library for development of digital image correlation and digital volume correlation
Welcome to the project repository for POPE (Promptable Pose Estimation), a state-of-the-art technique for 6-DoF pose estimation of any object in any scene using a single reference.
[CVPR2022] Decoupling Makes Weakly Supervised Local Feature Better
[AAAI2023] TopicFM: Robust, Efficient, and Interpretable Topic-Assisted Feature Matching
A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.
MODS (Matching On Demand with view Synthesis) is algorithm for wide-baseline matching.
Official Implementation of Deep Aerial Image Matching using PyTorch
[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching
Code for "Are Local Features All You Need for Cross-Domain Visual Place Recognition?" CVPR IMW 2023.
DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.