Multimodal memorability: Modeling effects of semantics and decay on video memorability

A Newman, C Fosco, V Casser, A Lee… - Computer Vision–ECCV …, 2020 - Springer
A key capability of an intelligent system is deciding when events from past experience must
be remembered and when they can be forgotten. Towards this goal, we develop a predictive …

Amnet: Memorability estimation with attention

J Fajtl, V Argyriou, D Monekosso… - Proceedings of the …, 2018 - openaccess.thecvf.com
In this paper we present the design and evaluation of an end to end trainable, deep neural
network with a visual attention mechanism for memorability estimation in still images. We …

VideoMem: Constructing, analyzing, predicting short-term and long-term video memorability

R Cohendet, CH Demarty… - Proceedings of the …, 2019 - openaccess.thecvf.com
Humans share a strong tendency to memorize/forget some of the visual information they
encounter. This paper focuses on understanding the intrinsic memorability of visual content …

Memorability: An image-computable measure of information utility

Z Bylinskii, L Goetschalckx, A Newman… - Human Perception of …, 2022 - Springer
The pixels in an image, and the objects, scenes, and actions that they compose, determine
whether an image will be memorable or forgettable. While memorability varies by image, it is …

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 …

基于全局和局部信息的视频记忆度预测

王帅, 王维莹, 陈师哲, 金琴 - 软件学报, 2020 - jos.org.cn
视频的记忆度是一种度量指标, 用来表示一段视频能够普遍被人记住的程度.
令人记忆深刻而难忘的视频具有很大的潜在价值, 因此对能够进行大规模视频记忆度自动预测的 …

Insights of feature fusion for video memorability prediction

F Yue, J Li, J Sun - Digital TV and Wireless Multimedia Communication …, 2021 - Springer
Researches on video memorability focus on predicting the probability of the content being
remembered, which does make sense in both academic types of research and practical …

Video memorability prediction based on global and local information

王帅, 王维莹, 陈师哲, 金琴 - Journal of Software, 2020 - jos.org.cn
视频的记忆度是一种度量指标, 用来表示一段视频能够普遍被人记住的程度.
令人记忆深刻而难忘的视频具有很大的潜在价值, 因此对能够进行大规模视频记忆度自动预测的 …

Review of the application of deep learning in image memorability prediction

HY Zhang, J Liu, DD Wang - 2020 International Workshop on …, 2020 - ieeexplore.ieee.org
With the rapid development of artificial intelligence and image processing technology, image
memorability prediction has been studied more and more widely. Image memorability is …

Review of image memorability prediction

J Liu, DD Wang, Y Wang, HY Zhang - Proceedings of the 3rd …, 2019 - dl.acm.org
With the development of information technology and networks, images can be seen
everywhere in life. When people browse magazines and the Internet, they come into contact …