A modified deep neural network enables identification of foliage under complex background

A modified deep neural network enables identification of foliage under complex background

For the sake of enhancing the identification ability of current network and meeting the needs of the high accuracy of distinguishing similar small objects (foliage) in the complex scenes, this paper proposes a modified region-based fully convolutional network which adopts Inception V3 accompanying w...

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Bibliographic Details
Main Authors: Xiaolong Zhu, Junhao Zuo, Honge Ren
Format: Article
Language:English
Published: Taylor & Francis Group 2020-01-01
Series:Connection Science
Subjects:
deep neural network
small objects
foliage recognition
complicated environments
Online Access:http://dx.doi.org/10.1080/09540091.2019.1609420
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http://dx.doi.org/10.1080/09540091.2019.1609420

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