Enhanced Image Captioning Using Bahdanau Attention Mechanism and Heuristic Beam Search Algorithm

Captioning images is a challenging task at the intersection of Computer Vision (CV) and Natural Language Processing (NLP), that involves generating descriptive text to depict the content of an image. Existing methodologies typically employ Convolutional Neural Networks (CNNs) for feature extraction...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	S. Abinaya, Mandava Deepak, A. Sherly Alphonse
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Attention mechanism Bahdanau attention beam search BLEU score image captioning LSTM
Online Access:	https://ieeexplore.ieee.org/document/10604872/