Component based comparative analysis of each module in image captioning

Image captioning is a task to generate a new caption using the training data of the image and caption. Since existing deep learning is a black-box model, it is crucial to analyze the influence on each module for understanding the model. In this paper, we analyze the impact of the five modules and do...

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Bibliographic Details
Main Authors: Seoung-Ho Choi, Seoung Yeon Jo, Sung Hoon Jung
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959520301429