There are 13 repositories under visual-localization topic.
Visual localization made easy with hloc
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)
🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
A general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.
🤗 image matching toolbox webui
[CVPR 2023 - Highlight] Accelerated Coordinate Encoding (ACE): Learning to Relocalize in Minutes using RGB and Poses
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
A curated list of awesome visual localization research works.
Provide mapping and localization pipelines based on kapture format
[AAAI2023] TopicFM: Robust, Efficient, and Interpretable Topic-Assisted Feature Matching
Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation (CVPR 2021)
Code to easily try 23 (and growing) different image matching methods
GSV-Cities: a large-scale dataset for visual place recognition
[CVPR2024 Oral] Learning to Produce Semi-dense Correspondences for Visual Localization
Hierarchical Scene Coordinate Classification and Regression for Visual Localization
Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)
ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀
Literature review of visual localization.
Delta Descriptors: Visual Localization via Visual Place Recognition (VPR) where places are described using a change-based spatio-temporal representation. (RA-L & IROS 2020)
[CVPR'22] TOPO-DataGen: an open and scalable aerial synthetic data generation workflow
Tool for creating optimally sized databases (containing the minimum number of frames covering the scene) for place recognition task from RGBD and LiDAR data
Visual place recognition from opposing viewpoints under extreme appearance variations
Shared Coupling-bridge for Weakly Supervised Local Feature Learning
Homography-based loss function for camera pose regression