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A vision-based Scene Point-cloud Registration (SPR) framework for automatic industrial scene reconstruction.

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This repository contains supporting materials of the paper "iLSPR: A Learning-based Scene Point-cloud Registration Method for Robotic Spatial Awareness in Industrial Manufacturing"
This project includes the following items:
1. the dir named "geometric primitives" stores the geometric primitives used in GPDG method.
2. the dir "digital model library" stores the CAD models of the digital model library.
3. the dir named "ISOPR" store the ISOPR dataset and corresponding documents.


All the CAD models are in ".stl" format. The ISOPR Dataset is a pkl file.

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A vision-based Scene Point-cloud Registration (SPR) framework for automatic industrial scene reconstruction.

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