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Attention Feature Network Extraction Combined with the Generation Algorithm of Multimedia Image Description

Authors :
Beibei Sun
Source :
Advances in Multimedia, Vol 2021 (2021)
Publication Year :
2021
Publisher :
Hindawi Limited, 2021.

Abstract

In view of the issue that the features of the images in the shallow layer cannot be fully utilized when the image description is generated and the target association of the image cannot be sufficiently obtained, a generation method for the description of the acquisition of attention images is put forward in this paper. The proportions of the features of images at various depths are autonomously assigned based on the content data of the language model, and the images thus generated are all pictures with image features with attention. In this way, the effect of description generation of images has been improved. After the testing of the database, the results indicate that the calculation method of the algorithm put forward in this paper is more accurate than the top-down multimedia image algorithm generated by a single attention.

Details

Language :
English
ISSN :
16875680 and 16875699
Volume :
2021
Database :
Directory of Open Access Journals
Journal :
Advances in Multimedia
Publication Type :
Academic Journal
Accession number :
edsdoj.47260699767542cc971f1ff51bfff4c6
Document Type :
article
Full Text :
https://doi.org/10.1155/2021/6484128