From show to tell: A survey on deep learning-based image captioning

M Stefanini, M Cornia, L Baraldi… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Connecting Vision and Language plays an essential role in Generative Intelligence. For this
reason, large research efforts have been devoted to image captioning, ie describing images …

Deep image captioning: A review of methods, trends and future challenges

L Xu, Q Tang, J Lv, B Zheng, X Zeng, W Li - Neurocomputing, 2023 - Elsevier
Image captioning, also called report generation in medical field, aims to describe visual
content of images in human language, which requires to model semantic relationship …

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 …

Deep learning approaches on image captioning: A review

T Ghandi, H Pourreza, H Mahyar - ACM Computing Surveys, 2023 - dl.acm.org
Image captioning is a research area of immense importance, aiming to generate natural
language descriptions for visual content in the form of still images. The advent of deep …

Deep learning for image-to-text generation: A technical overview

X He, L Deng - IEEE Signal Processing Magazine, 2017 - ieeexplore.ieee.org
Generating a natural language description from an image is an emerging interdisciplinary
problem at the intersection of computer vision, natural language processing, and artificial …

Improving image captioning by leveraging intra-and inter-layer global representation in transformer network

J Ji, Y Luo, X Sun, F Chen, G Luo, Y Wu… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
Transformer-based architectures have shown great success in image captioning, where
object regions are encoded and then attended into the vectorial representations to guide the …

Neural attention for image captioning: review of outstanding methods

Z Zohourianshahzadi, JK Kalita - Artificial Intelligence Review, 2022 - Springer
Image captioning is the task of automatically generating sentences that describe an input
image in the best way possible. The most successful techniques for automatically generating …

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 …

Know more say less: Image captioning based on scene graphs

X Li, S Jiang - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
Automatically describing the content of an image has been attracting considerable research
attention in the multimedia field. To represent the content of an image, many approaches …

Deep reinforcement learning-based image captioning with embedding reward

Z Ren, X Wang, N Zhang, X Lv… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Image captioning is a challenging problem owing to the complexity in understanding the
image content and diverse ways of describing it in natural language. Recent advances in …