Bi-LS-AttM: A Bidirectional LSTM and Attention Mechanism Model for Improving Image Captioning

Bi-LS-AttM: A Bidirectional LSTM and Attention Mechanism Model for Improving Image Captioning

The discipline of automatic image captioning represents an integration of two pivotal branches of artificial intelligence, namely computer vision (CV) and natural language processing (NLP). The principal functionality of this technology lies in transmuting the extracted visual features into semantic...

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Bibliographic Details
Main Authors: Tian Xie, Weiping Ding, Jinbao Zhang, Xusen Wan, Jiehua Wang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
image captioning
bidirectional long short-term memory
attention mechanism
fast region-based convolutional network
common space
Online Access:https://www.mdpi.com/2076-3417/13/13/7916

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