Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
-
Updated
Jun 24, 2024 - Jupyter Notebook
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)
[CVPR 2023] SFD2: Semantic-guided Feature Detection and Description. Embedding semantics into local features implicitly for long-term visual localization
Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"
ELSED: Enhanced Line SEgment Drawing
MFD - Multispectral Feature Descriptor
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
Comparative Evaluation of Hand-Crafted and Learned Local Features
📝Awesome and classical image retrieval papers
MODS with external deep descriptors/detectors
🚀🚀 Revisiting Binary Local Image Description for Resource Limited Devices
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.
Open Source Graph Neural Net Based Pipeline for Image Matching
Shared Coupling-bridge for Weakly Supervised Local Feature Learning
HOW local descriptors
ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
CVPR 2022 "Image Matching: Local Features and Beyond" workshop challenge: Kaggle Silver Medal solution (34th out of 642 teams).
Algorithms for similar image search/reverse image search
Add a description, image, and links to the local-features topic page so that developers can more easily learn about it.
To associate your repository with the local-features topic, visit your repo's landing page and select "manage topics."