There are 3 repositories under pointclouds topic.
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
A no dependency, header-only, fast supervoxel segmentation library for 3D point clouds
Blender Python PLY importer for point clouds and nonstandard models.
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)
Visualize Data From Stray Scanner https://keke.dev/blog/2021/03/10/Stray-Scanner.html
We propose a framework that accurately derives the 3D tongue shape from single images. A high detailed 3D point cloud of the tongue surface and a full head topology along with the tongue expression can be estimated from the image domain.
Rui Qian, Xin Lai, Xirong Li: 3D Object Detection for Autonomous Driving: A Survey (Pattern Recognition 2022: IF=8.518)
[WACV 2021] Dynamic Plane Convolutional Occupancy Networks
Using Euclidiean Clustering and RANSAC to detect Objects in Lidar captured Point Clouds (PCDs)
Preprocessing, coordinate frame calibration, configuration files, and launching procedure used to generate point clouds with Google Cartographer for the RadMAP acquisition system. The RadMAP acquisition system consists of two LIDARS, differential GPS, two Ladybug 360 cameras, and an IMU.
Delft University of Technology MSc. Geomatics Synthesis (GEO1101) Project 5: 3D Representations for Visual Insight
A package and tools for Unity to stream large Pointcloud and Mesh frame sequences from disk
PointPainting 笔记(代码已fix,可正常运行)
A plugin for Unity that allows to stream heavy geometry sequences from disk. Can stream Pointclouds, Meshes and Textures
Fast 3D point cloud processing lib based on C++/cuda
Simple PCL bindings for Python and other utilities for processing point clouds.
Multi-modal data generation for 3D objects.
A 3D labeled pointcloud viewer made in the Godot game engine
Cylinder3D with CodedVTR Attention Blocks
Tree detection project for Rijkswaterstaat, carried out by the Spinlab (Vrije Universiteit Amsterdam)
CLOSED: A Dashboard for 3D Point Cloud Segmentation Analysis using Deep Learning
Time to collision estimation Using YoloV3 and Projecting Lidar point clouds to 2d image for vehicle tracking
A DIY-box containing 2 Raspberry Pi cameras connected to a Raspberry Pi 3 to capture multiple stereo images and reconstruct a 3d pointcloud.
3ِD Change Detection In Point Cloud
Pointcloud Registration Algorithm with noise and different scale management
Scripts and Utilities for Agisoft Metashape
The "Knowledge-based object Detection in Image and Point cloud" (KnowDIP) project aims at the conception of a framework for automatic object detection in unstructured and heterogeneous data. This framework uses a representation of human knowledge in order to improve the flexibility, accuracy, and efficiency of data processing.
Code for the Didi/Udacity SDC Challenge 2017
Synthetic tree point cloud dataset with ground truth skeletons.
Research notebooks on CV automation techniques
A quick and easy kinect-to-pointcloud converter for MacOS/Swift/Cocoa.