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NNU-GISA's Projects

particle_filter_localization_demo icon particle_filter_localization_demo

This is a demo which implemented a 2D LiDAR localization with particle filter. The animations and explanations were put in the README for better understanding.

particles_detection icon particles_detection

Code associated with 'Lidar-based detection of airborne particles for robust robot perception'

partnet icon partnet

Code for PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation

patchmatch icon patchmatch

GPU and CPU implementation of Patchmatch in Python!

pattyanalytics icon pattyanalytics

Reusable point cloud analytics software. Includes segmentation, registration, file format conversion.

patw icon patw

Progressive 3D Modeling All the Way

pc-road icon pc-road

extract road marking from vehicle laser-point cloud data

pc-tunnel icon pc-tunnel

processing point cloud data of subway tunnel

pc2graph icon pc2graph

Python script that converts a 3D point cloud into a NetworkX graph.

pc2pix icon pc2pix

Keras code of my 2019 CVPR Workshop paper "A Conditional Generative Adversarial Network for Rendering Point Clouds"

pca-gm icon pca-gm

Code for ICCV 2019 oral paper: Learning Combinatorial Embedding Networks for Deep Graph Matching

pcamn icon pcamn

Principal Component Analysis of Multiscale Neighbourhood

pcan icon pcan

Code for PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval

pcat_open_source icon pcat_open_source

PointCloud Annotation Tools, support to label object bound box, ground, lane and kerb

pcc_geo_cnn icon pcc_geo_cnn

Source Code for Learning Convolutional Transforms for Point Cloud Geometry Compression

pcc_geo_cnn_samples icon pcc_geo_cnn_samples

Supplementary Material for Learning Convolutional Transforms for Point Cloud Geometry Compression

pcd_npz icon pcd_npz

a little tool converting between .pcd file (for PCL) and .npz file (for numpy)

pcd_seg icon pcd_seg

Semantic point cloud segmentation with graph convolutional network

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