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All Journal Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
Gajanan K. Kharate
Matoshri College of Engineering and Research Centre, Nashik, India affiliated to Savitribai Phule Pune University
Computer Science & IT Electrical & Electronics Engineering

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Automatic Caption Generation for Aerial Images: A Survey Parag Jayant Mondhe; Manisha P. Satone; Gajanan K. Kharate
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 11, No 1: March 2023
Publisher : IAES Indonesian Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52549/ijeei.v11i1.4342

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.
Co-Authors Manisha P. Satone Parag Jayant Mondhe