Combining Convolutional Neural Network and Markov Random Field for Semantic Image Retrieval

With the rapidly growing number of images over the Internet, efficient scalable semantic image retrieval becomes increasingly important. This paper presents a novel approach for semantic image retrieval by combining Convolutional Neural Network (CNN) and Markov Random Field (MRF). As a key step, ima...

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Bibliographic Details
Main Authors: Haijiao Xu, Changqin Huang, Xiaodi Huang, Chunyan Xu, Muxiong Huang
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Advances in Multimedia
Online Access:http://dx.doi.org/10.1155/2018/6153607