An Overview of Image-text Retrieval Methods Based on Deep Learning
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DOI: 10.23977/EMELS2020004
Author(s)
Han Li, Liang Bai, Songyang Lao, Zhihong Deng, Qiuyu Ren, Can Luo
Corresponding Author
Han Li
ABSTRACT
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.
KEYWORDS
Image-text retrieval; deep learning; key and difficult points; research direction
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