Data for Filtering Organized 3D Point Clouds for Bin Picking Applications

Description

Contains scans of a bin filled with different parts ( screws, nuts, rods, spheres, sprockets). For each part type, RGB image and organized 3D point cloud obtained with structured light sensor are provided. In addition, unorganized 3D point cloud representing an empty bin and a small Matlab script to read the files is also provided. 3D data contain a lot of outliers and the data were used to demonstrate a new filtering technique.

Resources

Name Format Description Link
Bin filled with parts Unknown RGB image of bin with part A Open resource
Bin filled with parts Unknown Contains organized 3D point cloud for part A Open resource
Bin filled with parts PNG RGB image of bin with parts B Open resource
Bin filled with parts Unknown Organized 3D point cloud for bin with part B Open resource
Bin filled with parts Unknown RGB image of bin filled with parts C Open resource
Bin filled with parts Unknown 3D organized point cloud of bin filled with parts C Open resource
Bin filled with parts Unknown RGB image of bin filled with parts D Open resource
Bin filled with parts Unknown Organized 3D point cloud of a bin filled with parts D Open resource
Bin filled with parts Unknown RGB image of bin filled with parts E Open resource
Bin filled with parts Unknown Organized 3D point cloud of bin filled with parts E Open resource
Bin filled with parts Unknown RGB image of bin filled with parts F Open resource
Bin filled with parts Unknown Organized 3D point cloud of bin filled with parts F Open resource
ReadMe Text Brief description how to access data in this repository Open resource
Empty bin Unknown Unorganized 3D point cloud representing an empty bin Open resource

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