Convolutional Neural Network Based on Extreme Learning Machine for Maritime Ships Recognition in Infrared Images

Convolutional Neural Network Based on Extreme Learning Machine for Maritime Ships Recognition in Infrared Images

The success of Deep Learning models, notably convolutional neural networks (CNNs), makes them the favorable solution for object recognition systems in both visible and infrared domains. However, the lack of training data in the case of maritime ships research leads to poor performance due to the pro...

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Bibliographic Details
Main Authors: Atmane Khellal, Hongbin Ma, Qing Fei
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Sensors
Subjects:
classification
convolutional neural network
ensemble
extreme learning machine
features extraction
infrared images
maritime ships recognition
VAIS dataset
Online Access:http://www.mdpi.com/1424-8220/18/5/1490

Internet

http://www.mdpi.com/1424-8220/18/5/1490

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