A comprehensive review of the video-to-text problem

J Perez-Martin, B Bustos, SJF Guimaraes… - Artificial Intelligence …, 2022 - Springer
Research in the Vision and Language area encompasses challenging topics that seek to
connect visual and textual information. When the visual information is related to videos, this …

Evaluation of automatic video captioning using direct assessment

Y Graham, G Awad, A Smeaton - PloS one, 2018 - journals.plos.org
We present Direct Assessment, a method for manually assessing the quality of automatically-
generated captions for video. Evaluating the accuracy of video captions is particularly …

Exploring the impact of training data bias on automatic generation of video captions

AF Smeaton, Y Graham, K McGuinness… - … Conference, MMM 2019 …, 2019 - Springer
A major issue in machine learning is availability of training data. While this historically
referred to the availability of a sufficient volume of training data, recently this has shifted to …

Dublin City University participation in the VTT track at TRECVid 2017

H Afli, F Hu, J Du, D Cosgrove, K McGuinness… - 2017 - doras.dcu.ie
Dublin City University participated in the video-to-text caption generation task in TRECVid
and this paper describes the three approaches we took for our 4 submitted runs. The first …

Tracked Instance Search

A Girbau, R Hinami, SI Satoh - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this work we propose tracking as a generic addition to the instance search task. From
video data perspective, much information that can be used is not taken into account in the …

[PDF][PDF] Multi-level Video Filtering Using Non-textual Contents

X Du - 2017 - core.ac.uk
Video is one of the major media human uses to store information. As the recording and
storing devices become cheaper, there are numerous videos generated nowadays. The …