A comprehensive survey of deep learning for image captioning

MDZ Hossain, F Sohel, MF Shiratuddin… - ACM Computing Surveys …, 2019 - dl.acm.org
Generating a description of an image is called image captioning. Image captioning requires
recognizing the important objects, their attributes, and their relationships in an image. It also …

Vehicle detection from UAV imagery with deep learning: A review

A Bouguettaya, H Zarzour, A Kechida… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Vehicle detection from unmanned aerial vehicle (UAV) imagery is one of the most important
tasks in a large number of computer vision-based applications. This crucial task needed to …

A survey on automatic image caption generation

S Bai, S An - Neurocomputing, 2018 - Elsevier
Image captioning means automatically generating a caption for an image. As a recently
emerged research area, it is attracting more and more attention. To achieve the goal of …

Visuals to text: A comprehensive review on automatic image captioning

Y Ming, N Hu, C Fan, F Feng… - IEEE/CAA Journal of …, 2022 - researchportal.port.ac.uk
Image captioning refers to automatic generation of descriptive texts according to the visual
content of images. It is a technique integrating multiple disciplines including the computer …

[BOK][B] Computational methods for deep learning

WQ Yan - 2021 - Springer
This book has been drafted based on my lectures and seminars from recent years for
postgraduate students at Auckland University of Technology (AUT), New Zealand. We have …

Where to put the image in an image caption generator

M Tanti, A Gatt, KP Camilleri - Natural Language Engineering, 2018 - cambridge.org
When a recurrent neural network (RNN) language model is used for caption generation, the
image information can be fed to the neural network either by directly incorporating it in the …

Evolution of visual data captioning Methods, Datasets, and evaluation Metrics: A comprehensive survey

D Sharma, C Dhiman, D Kumar - Expert Systems with Applications, 2023 - Elsevier
Abstract Automatic Visual Captioning (AVC) generates syntactically and semantically correct
sentences by describing important objects, attributes, and their relationships with each other …

Task-driven dynamic fusion: Reducing ambiguity in video description

X Zhang, K Gao, Y Zhang, D Zhang… - Proceedings of the …, 2017 - openaccess.thecvf.com
Integrating complementary features from multiple channels is expected to solve the
description ambiguity problem in video captioning, whereas inappropriate fusion strategies …

An encoder-decoder based framework for hindi image caption generation

A Singh, TD Singh, S Bandyopadhyay - Multimedia tools and applications, 2021 - Springer
In recent times, research activity on image caption generation has attracted several
researchers. The present work attempt to address the problem of Hindi image caption …

A practical system based on CNN-BLSTM network for accurate classification of ECG heartbeats of MIT-BIH imbalanced dataset

A Shoughi, MB Dowlatshahi - 2021 26th international computer …, 2021 - ieeexplore.ieee.org
ECG beats have a key role in the reduction of fatality rate arising from cardiovascular
diseases (CVDs) by using Arrhythmia diagnosis computer-aided systems and get the …