CAPTCHA recognition based on deep convolutional neural network

CAPTCHA recognition based on deep convolutional neural network

Aiming at the problems of low efficiency and poor accuracy of traditional CAPTCHA recognition methods, we have proposed a more efficient way based on deep convolutional neural network (CNN). The Dense Convolutional Network (DenseNet) has shown excellent classification performance which adopts cross-...

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Bibliographic Details
Main Authors: Jing Wang, Jiaohua Qin, Xuyu Xiang, Yun Tan, Nan Pan
Format: Article
Language:English
Published: AIMS Press 2019-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
captcha recognition
deep learning
convolutional neural network
densenet
resnet
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2019292?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2019292?viewType=HTML

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