VoxRec: Hybrid Convolutional Neural Network for Active 3D Object Recognition

Deep Neural Network methods have been used to a variety of challenges in automatic 3D recognition. Although discovered techniques provide many advantages in comparison with conventional methods, they still suffer from different drawbacks, e.g., a large number of pre-processing stages and time-consum...

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Veröffentlicht in:	IEEE access Jg. 8; S. 1
Hauptverfasser:	Karambakhsh, Ahmad, Sheng, Bin, Li, Ping, Yang, Po, Jung, Younhyun, Feng, David Dagan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.01.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Artificial neural networks Convolutional neural networks Feature extraction multi-layer neural network Neural networks Object recognition Octree coding Octrees recurrent neural networks Segmentation Shape Solid modeling Three dimensional models Three-dimensional displays
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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