Image quality classification algorithm based on InceptionV3 and SVM

In this work we investigate the use of deep learning for image quality classification problem. We use a pre-trained Convolutional Neural Network (CNN) for image description, and the Support Vector Machine (SVM) model is trained as an image quality classifier whose inputs are normalized features extr...

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Bibliographic Details
Main Authors: Li Yu, Liu Lizhuang
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:MATEC Web of Conferences
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2019/26/matecconf_jcmme2018_02036.pdf