Overview of the MediaEval 2022 predicting video memorability task

L Sweeney, MG Constantin, CH Demarty… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper describes the 5th edition of the Predicting Video Memorability Task as part of
MediaEval2022. This year we have reorganised and simplified the task in order to lubricate …

Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

M Wu, C Zhao, A Su, D Di, T Fu, D An, M He… - Proceedings of the …, 2024 - dl.acm.org
Understanding of video creativity and content often varies among individuals, with
differences in focal points and cognitive levels across different ages, experiences, and …

VMemNet: A Deep Collaborative Spatial-Temporal Network With Attention Representation for Video Memorability Prediction

W Lu, Y Zhai, J Han, P Jing, Y Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Video memorability measures the degree to which a video is remembered by different
viewers and has shown great potential in various contexts, including advertising, education …

Adaptive Multi-Modal Ensemble Network for Video Memorability Prediction

J Li, X Guo, F Yue, F Xue, J Sun - Applied Sciences, 2022 - mdpi.com
Video memorability prediction aims to quantify the credibility of being remembered
according to the video content, which provides significant value in advertising design, social …

ResMem-Net: memory based deep CNN for image memorability estimation

A Praveen, A Noorwali, D Samiayya, MZ Khan… - PeerJ Computer …, 2021 - peerj.com
Image memorability is a very hard problem in image processing due to its subjective nature.
But due to the introduction of Deep Learning and the large availability of data and GPUs …

Predicting media memorability: comparing visual, textual and auditory features

L Sweeney, G Healy, AF Smeaton - arXiv preprint arXiv:2112.07969, 2021 - arxiv.org
This paper describes our approach to the Predicting Media Memorability task in MediaEval
2021, which aims to address the question of media memorability by setting the task of …

Towards automatic understanding of narrative audiovisual content

A Reboud - 2022 - theses.hal.science
Modern storytelling is digital and video-based. Understanding the stories contained in
videos remains a challenge for automatic systems. Having multimodality as a transversal …