A Semi-Supervised CNN With Fuzzy Rough C-Mean for Image Classification

While deep learning (DL) has proven to be a powerful paradigm for the classification of the large-scale big image data set. Deep learning network such as CNN requires a large number of labeled samples for training the network. However, often times the labeled data are difficult, expensive, and time-...

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Bibliographic Details
Main Authors: Saman Riaz, Ali Arshad, Licheng Jiao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8686086/