Image Captioning based on Deep Learning Methods: A Survey
Computer Vision and Pattern Recognition
2019-05-21 v1 Computation and Language
Machine Learning
Abstract
Image captioning is a challenging task and attracting more and more attention in the field of Artificial Intelligence, and which can be applied to efficient image retrieval, intelligent blind guidance and human-computer interaction, etc. In this paper, we present a survey on advances in image captioning based on Deep Learning methods, including Encoder-Decoder structure, improved methods in Encoder, improved methods in Decoder, and other improvements. Furthermore, we discussed future research directions.
Cite
@article{arxiv.1905.08110,
title = {Image Captioning based on Deep Learning Methods: A Survey},
author = {Yiyu Wang and Jungang Xu and Yingfei Sun and Ben He},
journal= {arXiv preprint arXiv:1905.08110},
year = {2019}
}