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Automatic image captioning generation using deep learning

Grant number: 18/09368-4
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): July 01, 2018
Effective date (End): June 30, 2019
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Principal Investigator:Adriane Beatriz de Souza Serapião
Grantee:Maynara Natalia Scoparo
Home Institution: Instituto de Geociências e Ciências Exatas (IGCE). Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Rio Claro , SP, Brazil

Abstract

Automatic image captioning generation is a task that consists of deciphering an image and describing it in natural language phrases. This task combines Natural Language Processing and computer Vision to generate captions. Recently, Deep Learning methods are achieving very promising results for the captions generation problem. This research proposes to investigate new combinations of convolutional neural networks over images and recurrent neural networks over sentences, aligning them with a structured objective to produce the textual description of an image. (AU)