A comprehensive survey of deep learning for image captioning

MDZ Hossain, F Sohel, MF Shiratuddin… - ACM Computing Surveys …, 2019 - dl.acm.org
… mainly focusing on the deep-learning-based papers on image captioning. The main aim of
… of deep learning for image captioning. First, we group the existing image captioning articles …

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

M Stefanini, M Cornia, L Baraldi… - … and machine …, 2022 - ieeexplore.ieee.org
… been devoted to image captioning, ie describing … image captioning has not reached a
conclusive answer yet. This work aims at providing a comprehensive overview of image captioning

[PDF][PDF] Image captioning using deep learning: A systematic

M Chohan, A Khan, MS Mahar, S Hassan, A Ghafoor… - image, 2020 - academia.edu
image captioning in various different domains. However, still, there is room for the machine
to … After training the Deep Learning network for image captioning to evaluate its performance …

Image captioning with deep bidirectional LSTMs

C Wang, H Yang, C Bartz, C Meinel - Proceedings of the 24th ACM …, 2016 - dl.acm.org
neural network (RNN) can yield promising results. In this work, we propose novel architectures
to the problem of image captioning. … embeddings are encoded using bidirectional Long-…

Deep learning approaches on image captioning: A review

T Ghandi, H Pourreza, H Mahyar - ACM Computing Surveys, 2023 - dl.acm.org
… review of deep learning methods in image captioning by presenting … image captioning
research, as well as the evaluation metrics used to assess the performance of diferent captioning

Convolutional image captioning

J Aneja, A Deshpande… - … on computer vision and …, 2018 - openaccess.thecvf.com
… Secondly, as we will show in our results for image captioning, RNNs tend to produce lower
… If learning is stalled, for larger datasets than the ones we currently use for image captioning, …

A detailed review of prevailing image captioning methods using deep learning techniques

K Deorukhkar, S Ket - Multimedia Tools and Applications, 2022 - Springer
… researchers working in image captioning using various deep learning techniques. The
exponential increase in deep learning application drives progress in the image captioning field, …

Image captioning using deep convolutional neural networks (CNNs)

G Geetha, T Kirthigadevi, GG Ponsam… - Journal of Physics …, 2020 - iopscience.iop.org
… CS-231n is a deep learning class by Andrej on computer-vision with deep neural network
… This research paper is used on the image captioning using inception model architecture of …

Image captioning: a comprehensive survey

H Sharma, M Agrahari, SK Singh… - … Energy and its …, 2020 - ieeexplore.ieee.org
… Retrieval and template based Methods utilizing Neural Networks Using deep neural networks
we can also do image captioning. The problems of embedding and ranking can be solved …

A thorough review on recent deep learning methodologies for image captioning

A Elhagry, K Kadaoui - arXiv preprint arXiv:2107.13114, 2021 - arxiv.org
… on image captioning is heavily focused on deep-learning techniques, and for a good reason.
Image captioning is … along with deep reinforcement and adversarial learning, appear to be …