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Grasping Assuming symmetry

Project Type

3D point cloud processing

Date

April 2023

Location

Worcester, MA, USA

Role

Researcher

Project type

Directed research

Grasping Assuming Symmetry is a recent project that showcases the impressive work of constructing complete point clouds of objects in the YCB datasets. Using a C++ program, the team used an RGBD sensor to capture incomplete point clouds and filtered outlier data using a statistical outlier removal filter. The team also used the PCA package of PCL library in C++ to determine the symmetry plane of the object and mirrored the incomplete data.

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