Density-based Clustering for 3D Stacked Pipe Object Recognition using Directly-given Point Cloud Data on Convolutional Neural Network

One of the most commonly faced tasks in industrial robots is bin picking.  Much work has been done in this related topic is about grasping and picking an object from the piled bin but ignoring the recognition step in their pipeline. In this paper, a recognition pipeline for industrial bin picking i...

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Bibliographic Details
Main Authors: Alfan Rizaldy Pratama Pratama, Bima Sena Bayu Dewantara, Dewi Mutiara Sari, Dadet Pramadihanto
Format: Article
Language:English
Published: Politeknik Elektronika Negeri Surabaya 2022-06-01
Series:Emitter: International Journal of Engineering Technology
Subjects:
Online Access:https://emitter.pens.ac.id/index.php/emitter/article/view/704