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laspy icon laspy

Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.

libpointmatcher icon libpointmatcher

An "Iterative Closest Point" library for 2-D/3-D mapping in Robotics

lidar2dems icon lidar2dems

Utilities using PDAL and PCL to create DTMs, DSMs, and CHMs from lidar data

lidar_filters icon lidar_filters

LIDAR Filter will provide you with useful functions to reduce noise in the data coming from a LIDAR sensor attached to your robot. LIDAR filter provides two filters entitled as range and temporal median.

lidarvoxel icon lidarvoxel

Neural Network for object classification using LiDAR point cloud data

loam_velodyne icon loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

localspecgcn icon localspecgcn

Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"

lorax icon lorax

CVPR Paper - "3D Point Cloud Registration for Localization using a Deep Neural Network Auto-Encoder" - Partial Implementation Code

lsdtopotools2 icon lsdtopotools2

LSDTopoTools version 2.x. This is the brand spanking new version of LSDTopoTools.

lsdtt_public icon lsdtt_public

Public version of LSDTopoTools with all analysis packages incorporated | Docs: https://lsdtopotools.github.io/LSDTT_public/

mapping icon mapping

Set of algorithms for 3D point cloud processing.

matgeom icon matgeom

Matlab geometry toolbox for 2D/3D geometric computing

meshlab icon meshlab

The open source mesh processing system

meshviewer icon meshviewer

Matlab GUI for visualization and manipulation of 3D meshes

mrpt icon mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

msc_thesis---extract-the-curvature-from-a-2d-point-cloud icon msc_thesis---extract-the-curvature-from-a-2d-point-cloud

This is a part of my Thesis "Curve Recognition and Object Classification using Artificial Intelligence Methods". This is the first step which is the Feature Extraction. We used 4 different techniques. The Point-Cloud can be pixels from a contour or preconstructed Functions. This is Matlab code. You can find my Thesis at this link : http://ikee.lib.auth.gr/record/299139/?ln=en

multi_view_cnn icon multi_view_cnn

This repository is for point cloud classification using multi-view convolution neural network

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