Computational understanding of visual interestingness beyond semantics: literature survey and analysis of covariates

MG Constantin, M Redi, G Zen, B Ionescu - ACM Computing Surveys …, 2019 - dl.acm.org
Understanding visual interestingness is a challenging task addressed by researchers in
various disciplines ranging from humanities and psychology to, more recently, computer …

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 …

Considering human perception and memory in interactive multimedia retrieval evaluations

L Rossetto, W Bailer, A Bernstein - International Conference on Multimedia …, 2021 - Springer
Experimental evaluations dealing with visual known-item search tasks, where real users
look for previously observed and memorized scenes in a given video collection, represent a …

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 …

Annotating, understanding, and predicting long-term video memorability

R Cohendet, K Yadati, NQK Duong… - Proceedings of the 2018 …, 2018 - dl.acm.org
Memorability can be regarded as a useful metric of video importance to help make a choice
between competing videos. Research on computational understanding of video …

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 …

Modular memorability: Tiered representations for video memorability prediction

T Dumont, JS Hevia, CL Fosco - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
The question of how to best estimate the memorability of visual content is currently a source
of debate in the memorability community. In this paper, we propose to explore how different …

Overview of the MediaEval 2021 predicting media memorability task

RS Kiziltepe, MG Constantin, CH Demarty… - arXiv preprint arXiv …, 2021 - arxiv.org
This paper describes the MediaEval 2021 Predicting Media Memorability} task, which is in
its 4th edition this year, as the prediction of short-term and long-term video memorability …

Overview of MediaEval 2020 predicting media memorability task: What makes a video memorable?

AGS De Herrera, RS Kiziltepe, J Chamberlain… - arXiv preprint arXiv …, 2020 - arxiv.org
This paper describes the MediaEval 2020\textit {Predicting Media Memorability} task. After
first being proposed at MediaEval 2018, the Predicting Media Memorability task is in its 3rd …

[PDF][PDF] The Predicting Media Memorability Task at MediaEval 2019.

MG Constantin, B Ionescu, CH Demarty, NQK Duong… - MediaEval, 2019 - ceur-ws.org
In this paper, we present the Predicting Media Memorability task, which is running for the
second year at the MediaEval 2019 Benchmarking Initiative for Multimedia Evaluation …