Automatic Punjabi Caption Generation For Sports Images

Main Article Content

Manleen Kaur
Gurpreet Josan
Jagroop Kaur

Abstract

Image understanding and language generation have always been a difficult task in the field of Artificial Intelligence. Automatic Image Caption Generation is concerned with the task of understanding the image and generating a caption for it. In this paper, we represented our research work that uses the Deep Learning technique to create Punjabi captions for a given image and its associated news document. High-level features of the images are extracted using the pre-trained VGG-19 (Visual Geometry Group) model. These image features are merged with features of news text which are extracted using LSTM (Long Short Term Memory). The proposed model augments keywords from associated news text to generate suitable captions. Using both BLEU scores and human evaluations, we show that the proposed method is successful in generating intelligible and suitable captions.

Article Details

How to Cite
Kaur, M., Josan, G., & Kaur, J. (2021). Automatic Punjabi Caption Generation For Sports Images. INFOCOMP Journal of Computer Science, 20(1). Retrieved from http://infocomp.dcc.ufla.br/index.php/infocomp/article/view/1180
Section
Computer Graphics, Image Processing, Visualization and Virtual Reality
Author Biographies

Manleen Kaur

Manleen Kaur is a research scholar at the Department of Computer Science at Punjabi University Patiala. She completed her Masters in Computer Science and Engineering in 2018. Her area of interest is Natural Language Processing, Image Processing, and Machine Learning.

Gurpreet Josan, Punjabi University Patiaa

Dr. Gurpreet Singh Josan is working as an Associate professor in the Department of Computer Science at Punjabi University Patiala. He obtained his master's degree in Computer Science and Engineering from Punjabi University Patiala in 2001 and Ph.D. in Computer Science and Engineering in 2009. He has more than 20 years of teaching experience. His area of interest is Natural Language Processing, Machine Learning, and Social Media Text Mining.

Jagroop Kaur, Punjabi University Patiaa

Dr. Jagroop Kaur is working as an Assistant professor in the department of computer engineering at Punjabi University Patiala. She obtained her master's degree in Computer Science and Engineering from Punjabi University Patiala in 2007. She has more than 18 years of teaching experience. Her area of interest is Natural Language Processing, Machine Learning, and Social Media Text Mining.