Method for Training Convolutional Neural Networks for In Situ Plankton Image Recognition and Classification Based on the Mechanisms of the Human Eye

Method for Training Convolutional Neural Networks for In Situ Plankton Image Recognition and Classification Based on the Mechanisms of the Human Eye

In this study, we propose a method for training convolutional neural networks to make them identify and classify images with higher classification accuracy. By combining the Cartesian and polar coordinate systems when describing the images, the method of recognition and classification for plankton i...

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Bibliographic Details
Main Authors: Xuemin Cheng, Yong Ren, Kaichang Cheng, Jie Cao, Qun Hao
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
cartesian and polar coordinate
classification and recognition
two features combination
mechanisms of human eye
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/20/9/2592

Internet

https://www.mdpi.com/1424-8220/20/9/2592

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