Recently, there has been a lot of interest in automatically generating descriptions for an image. Most existing language-model based approaches for this task learn to generate an …
To bridge the gap between humans and machines in image understanding and describing, we need further insight into how people describe a perceived scene. In this paper, we study …
This paper presents a novel approach for automatically generating image descriptions: visual detectors, language models, and multimodal similarity models learnt directly from a …
K Tran, X He, L Zhang, J Sun, C Carapcea… - Proceedings of the …, 2016 - cv-foundation.org
We present an image caption system that addresses new challenges of automatically describing images in the wild. The challenges include generating high quality caption with …
We propose a method that can generate an unambiguous description (known as a referring expression) of a specific object or region in an image, and which can also comprehend or …
P Das, C Xu, RF Doell, JJ Corso - Proceedings of the IEEE …, 2013 - openaccess.thecvf.com
The problem of describing images through natural language has gained importance in the computer vision community. Solutions to image description have either focused on a top …
L Li, S Tang, Y Zhang, L Deng… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In recent years, the task of automatically generating image description has attracted a lot of attention in the field of artificial intelligence. Benefitting from the development of …
Generating descriptions for videos has many applications including assisting blind people and human-robot interaction. The recent advances in image captioning as well as the …
M Hodosh, P Young, J Hockenmaier - Journal of Artificial Intelligence …, 2013 - jair.org
The ability to associate images with natural language sentences that describe what is depicted in them is a hallmark of image understanding, and a prerequisite for applications …