Research Area: Machine Learning
Image captioning is a process of automatically describing an image with one or more natural language sentences. In recent years, image captioning has witnessed rapid progress, from initial template-based models to the current ones, based on deep neural networks. This paper gives an overview of issues and recent image captioning research, with a particular emphasis on models that use the deep encoder-decoder architecture. We discuss the advantages and disadvantages of different approaches, along with reviewing some of the most commonly used evaluation metrics and datasets.
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Author(s) Name: I. Hrga; M. Ivašić-Kos
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Conferrence name: 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)
Publisher name: IEEE
DOI: 10.23919/MIPRO.2019.8756821
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