Classification methods of a small sample target object in the sky based on the higher layer visualizing feature and transfer learning deep networks

Classification methods of a small sample target object in the sky based on the higher layer visualizing feature and transfer learning deep networks

Abstract The effective classification methods of the small target objects in the no-fly zone are of great significance to ensure safety in the no-fly zone. But, due to the differences of the color and texture for the small target objects in the sky, this may be unobvious, such as the birds, unmanned...

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Bibliographic Details
Main Authors: Yu Chen, Hongbing Meng, Xinling Wen, Pengge Ma, Yuxin Qin, Zhengxiang Ma, Zhaoyu Liu
Format: Article
Language:English
Published: SpringerOpen 2018-05-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Transfer learning
SAE
CNN
Deep network
Classification methods
Online Access:http://link.springer.com/article/10.1186/s13638-018-1133-2

Internet

http://link.springer.com/article/10.1186/s13638-018-1133-2

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