@inproceedings{820d4ec26e88424dbe1d8a8c646d3b83,
title = "Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract)",
abstract = "Automatic image description generation is a challenging problem that has recently received a large amount of interest from the computer vision and natural language processing communities. In this survey, we classify the known approaches based on how they conceptualise this problem and provide a review of existing models, highlighting their advantages and disadvantages. Moreover, we give an overview of the benchmark image-text datasets and the evaluation measures that have been developed to assess the quality of machine-generated descriptions. Finally we explore future directions in the area of automatic image description.",
author = "Raffaella Bernardi and Ruket Cakici and Desmond Elliott and Aykut Erdem and Erkut Erdem and Nazli Ikizler-Cinbis and Frank Keller and Adrian Muscat and Barbara Plank",
year = "2017",
language = "English",
volume = "2017",
series = "IJCAI International Joint Conference on Artificial Intelligence",
publisher = "IJCAI - International Joint Conferences on Artificial Intelligence",
pages = "4970--4974",
editor = "Sierra, {Carles }",
booktitle = "26th International Joint Conference on Artificial Intelligence, IJCAI 2017",
note = "26th International Joint Conference on Artificial Intelligence, IJCAI 2017 ; Conference date: 19-08-2017 Through 25-08-2017",
}