Bornon: Bengali image captioning with transformer-based deep learning approach

F Muhammad Shah, M Humaira, MARK Jim… - SN Computer …, 2022 - Springer
Image captioning using encoder–decoder-based approach where CNN is used as the
Encoder and sequence generator like RNN as Decoder has proven to be very effective …

Improved bengali image captioning via deep convolutional neural network based encoder-decoder model

M Faiyaz Khan, SM Sadiq-Ur-Rahman… - … of International Joint …, 2021 - Springer
Image Captioning is an arduous task of producing syntactically and semantically correct
textual descriptions of an image in natural language with context related to the image …

[PDF][PDF] A hybridized deep learning method for bengali image captioning

M Humaira, P Shimul, MARK Jim, AS Ami… - International Journal of …, 2021 - academia.edu
An omnipresent challenging research topic in computer vision is the generation of captions
from an input image. Previously, numerous experiments have been conducted on image …

BAN-cap: a multi-purpose English-Bangla image descriptions dataset

MF Khan, SM Shifath, MS Islam - arXiv preprint arXiv:2205.14462, 2022 - arxiv.org
As computers have become efficient at understanding visual information and transforming it
into a written representation, research interest in tasks like automatic image captioning has …

Bengali image captioning with visual attention

AS Ami, M Humaira, MARK Jim, S Paul… - … on Computer and …, 2020 - ieeexplore.ieee.org
Attention based approaches has been manifested to be an effective method in image
captioning. However, attention can be used on text called semantic attention or on image …

Deep learning based video captioning in bengali

AH Raj, A Seum, A Dash, S Islam… - 2021 26th International …, 2021 - ieeexplore.ieee.org
Generating meaningful textual descriptions from visual contents having the context in
consideration is very challenging in terms of Natural Language Processing (NLP) and …

Enhancing image caption generation through context-aware attention mechanism

A Bhuiyan, E Hossain, MM Hoque, MAA Dewan - Heliyon, 2024 - cell.com
Image captioning, the process of generating natural language descriptions based on image
content, has garnered attention in AI research for its implications in scene understanding …

[PDF][PDF] CapNet: An Encoder-Decoder based Neural Network Model for Automatic Bangla Image Caption Generation

R Rahman, H Murad, NN Rahman… - … Journal of Advanced …, 2022 - researchgate.net
Automatic caption generation from images has become an active research topic in the field
of Computer Vision (CV) and Natural Language Processing (NLP). Machine generated …

Automatic Bengali Image Captioning using EfficientNet-Transformer Network

MK Kabir, A Labonno, S Amin, F Tahsin… - 2023 22nd …, 2023 - ieeexplore.ieee.org
The task of image captioning is a complex process that involves generating textual
descriptions for images. Much of the research done in this particular domain, especially …

A Survey on Bengali Image Captioning: Architectures, Challenges, and Directions

S Sukhi, AQ Ohi, MS Rahman… - … Conference on Science …, 2021 - ieeexplore.ieee.org
The image captioning process generates human-like captions for an image. In recent years
of an appeared research area, automatic image captioning is acquiring more attention …