Adaptive Pruning of Transfer Learned Deep Convolutional Neural Network for Classification of Cervical Pap Smear Images

Adaptive Pruning of Transfer Learned Deep Convolutional Neural Network for Classification of Cervical Pap Smear Images

Automatic classification of cervical Pap smear images plays a key role in computer-aided cervical cancer diagnosis. Conventional classification approaches rely on cell segmentation and feature extraction methods. Due to overlapping cells, dust, impurities and uneven irradiation, the accurate segment...

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Bibliographic Details
Main Authors: Pin Wang, Jiaxin Wang, Yongming Li, Linyu Li, Hehua Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Adaptive pruning
cervical smear images
convolutional neural networks
transfer learning
uninvolved images
Online Access:https://ieeexplore.ieee.org/document/9031411/

Internet

https://ieeexplore.ieee.org/document/9031411/

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