Education, Science, Technology, Innovation and Life
Open Access
Sign In

An Overview of Image-text Retrieval Methods Based on Deep Learning

Download as PDF

DOI: 10.23977/EMELS2020004


Han Li, Liang Bai, Songyang Lao, Zhihong Deng, Qiuyu Ren, Can Luo

Corresponding Author

Han Li


With the popularization and development of the Internet and digital media, the demand for cross-media retrieval based on images and texts has also increased. This paper first introduces the image-text retrieval and deep learning, and then gives the basic steps of cross retrieval. On this basis, the paper analyzes the key points and difficulties of image-text retrieval based on deep learning at present, and further discuss its research direction based on the existing work. Finally, the future development trend of image-text retrieval is discussed.


Image-text retrieval; deep learning; key and difficult points; research direction

All published work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2016 - 2031 Clausius Scientific Press Inc. All Rights Reserved.