Library/icp_localization
Library/icp_localizationForked

leggedrobotics/icp_localization

icp_localization

This package provides localization in a pre-built map using ICP and odometry (or the IMU measurements).

Builder

leggedrobotics

leggedrobotics

leggedrobotics • individual

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347

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Forks

53

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0/100

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Created

Jun 9, 2021

Project creation date

README Summary

This package provides robot localization capabilities within pre-built maps by combining Iterative Closest Point (ICP) algorithm with odometry or IMU sensor data. It is designed for legged robots and offers robust position estimation in known environments. The implementation leverages point cloud matching techniques to maintain accurate pose estimates during robot navigation.

AI Dev Skills

Unmapped

Point Cloud ProcessingIterative Closest Point AlgorithmSensor FusionSLAM (Simultaneous Localization and Mapping)3D Geometry ProcessingKalman FilteringRobotics State Estimation

Tags

Point Cloud ProcessingIterative Closest Point AlgorithmSensor FusionSLAM (Simultaneous Localization and Mapping)3D Geometry ProcessingKalman FilteringRobotics State EstimationEdge/MobileAutonomous VehiclesIMU Data ProcessingSensor DataReal-time SystemsMobile Robot Path PlanningService Robot Indoor NavigationIndustrial Robot PositioningWarehouse Automation3DRoboticsSimultaneous Localization and Mapping (SLAM)Industrial AutomationOdometry Integration3D Geometric RegistrationPoint CloudsRobot Navigation in WarehousesReal-time ProcessingEdge/Mobile AIIterative Closest Point (ICP) AlgorithmAutonomous Vehicle LocalizationOn-premiseC++

Taxonomy

Recent Activity

Updated 3 years ago

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90 Days

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Quality

prototype
Quality
medium
Maturity
prototype

Categories

Dev Tools & AutomationPrimaryInference & ServingEdge & Mobile AIOther AI / MLAI AgentsComputer VisionRobotics

PM Skills

Developer Platform

Languages

C++100.0%

Timeline

Project created
Jun 9, 2021
Forked
Mar 16, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Jan 18, 2023

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