Oboyob: A sequential-semantic Bengali image captioning engine

Author:

Deb Tonmoay1,Ali Mohammad Zariff Ahsham1,Bhowmik Sanchita1,Firoze Adnan1,Ahmed Syed Shahir1,Tahmeed Muhammad Abeer1,Rahman N.S.M. Rezaur1,Rahman Rashedur M.1

Affiliation:

1. Department of Electrical & Computer Engineering, North South University, Bangladesh

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference42 articles.

1. Framing image description as a ranking task: Data, models and evaluation metrics;Hodosh;Journal of Artificial Intelligence Research,2013

2. Joulin A. , Grave E. , Bojanowski P. and Mikolov T. , Bag of tricks for efficient text classification, arXiv preprint arXiv:1607.01759, 2016.

3. Vinyals O. , Toshev A. , Bengio S. and Erhan D. , Show and tell: A neural image caption generator, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015, pp. 3156–3164.

4. Tanti M. , Gatt A. and Camilleri K.P. , What is the role of recurrent neural networks (rnns) in an image caption generator? arXiv preprint arXiv:1708.02043, 2017.

5. Simonyan K. and Zisserman A. , Very deep convolutional networks for largescale image recognition, arXiv preprint arXiv:1409.1556, 2014.

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2. Automatic Bengali Image Captioning using EfficientNet-Transformer Network;2023 22nd International Symposium on Communications and Information Technologies (ISCIT);2023-10-16

3. Bornomala: A Deep Learning-Based Bangla Image Captioning Technique;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2023

4. Bornon: Bengali Image Captioning with Transformer-Based Deep Learning Approach;SN Computer Science;2021-11-27

5. Improved Bengali Image Captioning via Deep Convolutional Neural Network Based Encoder-Decoder Model;Algorithms for Intelligent Systems;2021

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