Image Captioning based on Deep Learning Methods: A Survey

May 20, 2019 · The Cartographer · 🏛 arXiv.org

"No code URL or promise found in abstract"
"Title-pattern auto-detect: Image Captioning based on Deep Learning Methods: A Survey"

Evidence collected by the PWNC Scanner

Authors Yiyu Wang, Jungang Xu, Yingfei Sun, Ben He arXiv ID 1905.08110 Category cs.CV: Computer Vision Cross-listed cs.CL, cs.LG Citations 8 Venue arXiv.org Last Checked 3 days ago

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.