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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Vydáno v:	IEEE access Ročník 8; s. 1
Hlavní autoři:	Karambakhsh, Ahmad, Sheng, Bin, Li, Ping, Yang, Po, Jung, Younhyun, Feng, David Dagan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.01.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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