Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection

Y Liu, S Li, Y Wu, CW Chen… - Proceedings of the …, 2022 - openaccess.thecvf.com
Finding relevant moments and highlights in videos according to natural language queries is
a natural and highly valuable common need in the current video content explosion era …

Video summarization overview

M Otani, Y Song, Y Wang - Foundations and Trends® in …, 2022 - nowpublishers.com
With the broad growth of video capturing devices and applications on the web, it is more
demanding to provide desired video content for users efficiently. Video summarization …

FRC-GIF: Frame ranking-based personalized artistic media generation method for resource constrained devices

G Mujtaba, SA Khowaja, MA Jarwar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Generating video highlights in the form of animated graphics interchange formats (GIFs) has
significantly simplified the process of video browsing. Animated GIFs have paved the way for …

Visual enhanced hierarchical network for sentence-based video thumbnail generation

J Wu, Y Zhang, X Zhao - Applied Intelligence, 2023 - Springer
With the development of the Internet, video has become the most prevalent medium for
communication among people. To improve the user experience on video networks, the study …

Selecting A Diverse Set Of Aesthetically-Pleasing and Representative Video Thumbnails Using Reinforcement Learning

E Apostolidis, G Balaouras, V Mezaris… - … Conference on Image …, 2023 - ieeexplore.ieee.org
This paper presents a new reinforcement-based method for video thumbnail selection
(called RL-DiVTS), that relies on estimates of the aesthetic quality, representativeness and …

Joint Moment Retrieval and Highlight Detection Via Natural Language Queries

R Luo, A Peng, H Yap, K Beard - arxiv preprint arxiv:2305.04961, 2023 - arxiv.org
Video summarization has become an increasingly important task in the field of computer
vision due to the vast amount of video content available on the internet. In this project, we …