NDLI: Image Captioning using Artificial Intelligence

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Image Captioning using Artificial Intelligence

Content Provider	Scilit
Author	Singh, Yajush Pratap Ahmed, Sayed Abu Lais Ezaz Singh, Prabhishek Kumar, Neeraj Diwakar, Manoj
Copyright Year	2021
Description	Journal: Journal of Physics: Conference Series In modern science there is a rapid development of artificial intelligence, image processing has gradually fascinated and inspired the attention of many researchers in the field of artificial intelligence and has become an interesting and demanding task. The main idea of Image caption is to automatically generate natural language descriptions according to the information observed in an image, this is an important portion of scene understanding, which combines all the knowledge and information available of computer vision and natural language processing. The use of image caption is broad and noteworthy, for example, the understanding of human-computer collaboration. This paper reviews the related methods and focuses on the attention mechanism, which plays a vital role in computer vision and is broadly used in image caption generation tasks. Furthermore, the advantages and the shortcomings of these methods are discussed, providing the commonly used datasets and evaluation criteria in this field. Finally, this paper proposes some open challenges in the image caption task.
Related Links	https://iopscience.iop.org/article/10.1088/1742-6596/1854/1/012048/pdf
ISSN	17426588
e-ISSN	17426596
DOI	10.1088/1742-6596/1854/1/012048
Journal	Journal of Physics: Conference Series
Issue Number	1
Volume Number	1854
Language	English
Publisher	IOP Publishing
Publisher Date	2021-04-01
Access Restriction	Open
Subject Keyword	Journal: Journal of Physics: Conference Series Cybernetical Science Used in Image Caption Artificial Intelligence
Content Type	Text
Resource Type	Article
Subject	Physics and Astronomy

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