Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
Vol 11, No 1: March 2023

Automatic Caption Generation for Aerial Images: A Survey

Parag Jayant Mondhe (Matoshri College of Engineering and Research Centre, Nashik affiliated to Savitribai Phule Pune University, Pune, India.)
Manisha P. Satone (Matoshri College of Engineering and Research Centre, Nashik, India affiliated to Savitribai Phule Pune University)
Gajanan K. Kharate (Matoshri College of Engineering and Research Centre, Nashik, India affiliated to Savitribai Phule Pune University)



Article Info

Publish Date
25 Mar 2023

Abstract

Aerial images have attracted attention from researcher community since long time. Generating a caption for an aerial image describing its content in comprehensive way is less studied but important task as it has applications in agriculture, defence, disaster management and many more areas. Though different approaches were followed for natural image caption generation, generating a caption for aerial image remains a challenging task due to its special nature. Use of emerging techniques from Artificial Intelligence (AI) and Natural Language Processing (NLP) domains have resulted in generation of accepted quality captions for aerial images. However lot needs to be done to fully utilize potential of aerial image caption generation task. This paper presents detail survey of the various approaches followed by researchers for aerial image caption generation task. The datasets available for experimentation, criteria used for performance evaluation and future directions are also discussed.

Copyrights © 2023






Journal Info

Abbrev

IJEEI

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Indonesian Journal of Electrical Engineering and Informatics (IJEEI) is a peer reviewed International Journal in English published four issues per year (March, June, September and December). The aim of Indonesian Journal of Electrical Engineering and Informatics (IJEEI) is to publish high-quality ...