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liuxinren456852's Projects

point_cloud_multi-scale_object-based_augmentation icon point_cloud_multi-scale_object-based_augmentation

MSc Artificial Intelligence Thesis at the UvA in collaboration with the City of Amsterdam. The project concerns the improvement of semantic segmentation quality of underrepresented objects in imbalanced urban point clouds.

pointweb icon pointweb

PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.

poisson-reconstruction icon poisson-reconstruction

Poisson surface reconstruction - http://www.cs.jhu.edu/~misha/Code/PoissonRecon/Version5.71/ (just to play with the code)

polarmix icon polarmix

Official PyTorch implementation of the NeurIPS2022 paper "PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds"

pole-part-segmentation icon pole-part-segmentation

This repository contains the implementation of Kernel Point Convolution (KPConv) to decompose the pole-like objects to their constituent part (part segmentation of the pole-like objects).

polex icon polex

Long-Term Urban Vehicle Localization Using Pole Landmarks Extracted from 3-D Lidar Scans

polyfit icon polyfit

Polygonal Surface Reconstruction from Point Clouds

polylidar icon polylidar

Polylidar - Fast polygon extraction from point clouds

poselib icon poselib

Minimal solvers for calibrated camera pose estimation

ppconv icon ppconv

Projection-based Point Convolution

ppe icon ppe

Probabilistic plane extraction

predictablecontextprior icon predictablecontextprior

Implementation of CVPR'2022:Surface Reconstruction from Point Clouds by Learning Predictive Context Priors

primitect icon primitect

Code accompanying the paper "PrimiTect: Fast Continuous Hough Voting for Primitive Detection" by C. Sommer, Y. Sun, E. Bylow and D. Cremers.

probreg icon probreg

Point cloud registration using probabilistic model (CPD/GMMReg/SVR/GMMTree/FilterReg)

projcl icon projcl

GPU and vector-enabled map projections, geodesic calculations, and image warping

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