Object classification with aggregating multiple spatial views using a machine-learning approach

The article proposes a solution for object classification using multiple views generated from 3D data rendering and convolutional neural networks. For presentation purposes and easier verification of the solution, an application was developed to create views of 3D objects, classify them using the se...

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Veröffentlicht in:	Journal of Electrical Engineering 2024-04, Vol.75 (2), p.137-150
Hauptverfasser:	Grác, Šimon, Beňo, Peter, Duchoň, František, Malý, Michal, Dekan, Martin
Format:	Artikel
Sprache:	eng
Schlagworte:	3D model labeling Algorithms Artificial neural networks Classification classification statistics aggregation CNN recycling Electrical engineering Machine learning Neural networks OpenGL Performance evaluation reprojection
Online-Zugang:	Volltext
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