Tree-CNN: from generalization to specialization

Tree-CNN: from generalization to specialization

Abstract Traditional convolutional neural networks (CNNs) classify all categories by a single network, which passes all kinds of samples through totally the same network flow. In fact, it is quite challengeable to distinguish schooner with ketch and chair by a single network. To address it, we propo...

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Bibliographic Details
Main Authors: Shenwang Jiang, Tingfa Xu, Jie Guo, Jizhou Zhang
Format: Article
Language:English
Published: SpringerOpen 2018-09-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Convolutional neural network
Tree-CNN
Coarse category
Generalization
Specialization
Online Access:http://link.springer.com/article/10.1186/s13638-018-1197-z

Internet

http://link.springer.com/article/10.1186/s13638-018-1197-z

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