Image captioning with semantic attention
Automatically generating a natural language description of an image has attracted interests
recently both because of its importance in practical applications and because it connects two …
recently both because of its importance in practical applications and because it connects two …
Towards diverse and natural image descriptions via a conditional gan
Despite the substantial progress in recent years, the problem of image captioning remains
far from being satisfactorily tackled. Sentences produced by existing methods, eg those …
far from being satisfactorily tackled. Sentences produced by existing methods, eg those …
Microsoft coco captions: Data collection and evaluation server
In this paper we describe the Microsoft COCO Caption dataset and evaluation server. When
completed, the dataset will contain over one and a half million captions describing over …
completed, the dataset will contain over one and a half million captions describing over …
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues
H Sharma, D Padha - Artificial Intelligence Review, 2023 - Springer
Image captioning is a pretty modern area of the convergence of computer vision and natural
language processing and is widely used in a range of applications such as multi-modal …
language processing and is widely used in a range of applications such as multi-modal …
Deep reinforcement learning-based image captioning with embedding reward
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 …
image content and diverse ways of describing it in natural language. Recent advances in …
Are you talking to a machine? dataset and methods for multilingual image question
In this paper, we present the mQA model, which is able to answer questions about the
content of an image. The answer can be a sentence, a phrase or a single word. Our model …
content of an image. The answer can be a sentence, a phrase or a single word. Our model …
From methods to datasets: A survey on Image-Caption Generators
Abstract Image-Caption Generator is a popular Artificial Intelligence research tool that works
with image comprehension and language definition. Creating well-structured sentences …
with image comprehension and language definition. Creating well-structured sentences …
Exploring nearest neighbor approaches for image captioning
We explore a variety of nearest neighbor baseline approaches for image captioning. These
approaches find a set of nearest neighbor images in the training set from which a caption …
approaches find a set of nearest neighbor images in the training set from which a caption …
Learning like a child: Fast novel visual concept learning from sentence descriptions of images
In this paper, we address the task of learning novel visual concepts, and their interactions
with other concepts, from a few images with sentence descriptions. Using linguistic context …
with other concepts, from a few images with sentence descriptions. Using linguistic context …
A survey on deep neural network-based image captioning
X Liu, Q Xu, N Wang - The Visual Computer, 2019 - Springer
Image captioning is a hot topic of image understanding, and it is composed of two natural
parts (“look” and “language expression”) which correspond to the two most important fields …
parts (“look” and “language expression”) which correspond to the two most important fields …