On the use of deep learning for video classification

A Ur Rehman, SB Belhaouari, MA Kabir, A Khan - Applied Sciences, 2023 - mdpi.com
The video classification task has gained significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …

Modern pied pipers: Child social media influencers and junk food on YouTube–A study from Germany

SGH Meyerding, JD Marpert - Appetite, 2023 - Elsevier
Kid influencers (under the age of 13) have profiles on social media platforms and create
content to generate views and engagements. To reach young consumers, food companies …

TLDW: Extreme multimodal summarisation of news videos

P Tang, K Hu, L Zhang, J Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multimodal summarisation with multimodal output is drawing increasing attention due to the
rapid growth of multimedia data. While several methods have been proposed to summarise …

Adversarial examples for image cropping in social media

M Yoshida, M Okuda - ICASSP 2022-2022 IEEE International …, 2022 - ieeexplore.ieee.org
It is well known that constructing adversarial examples is important to make a machine
learning system more stable by pointing out its vulnerabilities. We present an approach to …

MMSys' 22 Grand Challenge on AI-based Video Production for Soccer

C Midoglu, SA Hicks, V Thambawita, T Kupka… - arXiv preprint arXiv …, 2022 - arxiv.org
Soccer has a considerable market share of the global sports industry, and the interest in
viewing videos from soccer games continues to grow. In this respect, it is important to …

TopicCAT: Unsupervised Topic-Guided Co-Attention Transformer for Extreme Multimodal Summarisation

P Tang, K Hu, L Zhang, J Gao, J Luo… - Proceedings of the 31st …, 2023 - dl.acm.org
The exponential growth of multimedia data has sparked a surge of interest in multimodal
summarisation with multimodal output (MSMO). A relatively unexplored but essential task …

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 …

Using the YouTube Video style in a MOOC:(Re-) testing the effect of visual experience in a field-experiment

H Steinbeck, T Zobel, C Meinel - … of the Ninth ACM Conference on …, 2022 - dl.acm.org
Whether a lecturer presence helps or hinders in audio-visual learning material has been
raised numerous times. While previous research found no substantial evidence in favor of a …

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 …

On the Use of Deep Learning for Video Classification.

SB Belhaouari, MA Kabir… - Applied Sciences (2076 …, 2023 - search.ebscohost.com
The video classification task has gained significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …