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Image captioning is a challenging task and attracting more and more attentionin the field of Artificial Intelligence, and which can be applied to efficientimage retrieval, intelligent blind guidance and human-computer interaction,etc. In this paper, we present a survey on advances in image captioning basedon Deep Learning methods, including Encoder-Decoder structure, improved methodsin Encoder, improved methods in Decoder, and other improvements. Furthermore,we discussed future research directions.

Image Captioning based on Deep Learning Methods: A Survey