A Saliency Detection and Gram Matrix Transform-Based Convolutional Neural Network for Image Emotion Classification

Using the convolutional neural network (CNN) method for image emotion recognition is a research hotspot of deep learning. Previous studies tend to use visual features obtained from a global perspective and ignore the role of local visual features in emotional arousal. Moreover, the CNN shallow featu...

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Bibliographic Details
Main Authors: Zelin Deng, Qiran Zhu, Pei He, Dengyong Zhang, Yuansheng Luo
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2021/6854586