Improving the Performance of Deep Learning Model-Based Classification by the Analysis of Local Probability

Generally, the performance of deep learning-based classification models is highly related to the captured features of training samples. When a sample is not clear or contains a similar number of features of many objects, we cannot easily classify what it is. Actually, human beings classify objects b...

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Bibliographic Details
Main Authors: Guanghao Jin, Yixin Hu, Yuming Jiao, Junfang Wen, Qingzeng Song
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/5534385