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Yevgeniy Simonov's Projects

adaptive-dbscan icon adaptive-dbscan

DBSCAN clustering for 3D point cloud clustering based based on expansive radius search

convex-hull icon convex-hull

Implementation of 2D and 3D Convex Hull algorithms in C++

dbscan icon dbscan

Fast C++ implementation of the DBSCAN algorithm

dynarray icon dynarray

DynArray is C++ Implementation of numpy-like arrays

groundgrid icon groundgrid

Source code for the article "GroundGrid: LiDAR Point Cloud Ground Segmentation and Terrain Estimation"

kdtree icon kdtree

Fast C++ implementation of KDTree

lidar-processing-v2 icon lidar-processing-v2

LiDAR processing ROS2. Segmentation: "Fast Ground Segmentation for 3D LiDAR Point Cloud Based on Jump-Convolution-Process". Clustering: "Curved-Voxel Clustering for Accurate Segmentation of 3D LiDAR Point Clouds with Real-Time Performance".

optics icon optics

Implementation of the Ordering Points To Identify the Clustering Structure (OPTICS) algorithm in C++

ransac icon ransac

C++ Implementation of RANSAC, allowing implementation of different models

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