There are 3 repositories under local-features topic.
đź“ťAwesome and classical image retrieval papers
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
My personal note about local and global descriptor
Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"
PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
ELSED: Enhanced Line SEgment Drawing
Baselines for the Image Matching Benchmark and Challenge
Comparative Evaluation of Hand-Crafted and Learned Local Features
PyTorch implementation of SIFT descriptor
:rocket::rocket: Revisiting Binary Local Image Description for Resource Limited Devices
[CVPR 2023] SFD2: Semantic-guided Feature Detection and Description. Embedding semantics into local features implicitly for long-term visual localization
[CVPR2022] Decoupling Makes Weakly Supervised Local Feature Better
MODS (Matching On Demand with view Synthesis) is algorithm for wide-baseline matching.
[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching
ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀
Code for "Are Local Features All You Need for Cross-Domain Visual Place Recognition?" CVPR IMW 2023.
MODS with external deep descriptors/detectors
Numpy implementation of SIFT descriptor
Computer Vision - Local Features (HARRIS, MSER, SIFT, PCA-SIFT, GLOH)
Algorithms for similar image search/reverse image search
Comparison of the matching strategies for local feature descriptor
PyTorch implementation of Hessian-Affine local feature detector
Shared Coupling-bridge for Weakly Supervised Local Feature Learning
Face Spoofing Detection Using Texture Analysis
CVPR 2022 "Image Matching: Local Features and Beyond" workshop challenge: Kaggle Silver Medal solution (34th out of 642 teams).
Simple function for local patch extraction from OpenCV keypoints.
Official repository of the local feature MORB, a multi-scale binary descriptor based on ORB that improves the accuracy of feature matching under scale changes.
EventPointNet: Robust keypoint detector with neuromorphic camera data