Visual interestingness prediction: A benchmark framework and literature review

MG Constantin, LD Ştefan, B Ionescu… - International Journal of …, 2021 - Springer
In this paper, we report on the creation of a publicly available, common evaluation
framework for image and video visual interestingness prediction. We propose a robust data …

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 …

Deep learning for predicting image memorability

H Squalli-Houssaini, NQK Duong… - … on acoustics, speech …, 2018 - ieeexplore.ieee.org
Memorability of media content such as images and videos has recently become an
important research subject in computer vision. This paper presents our computation model …

Unsupervised online learning for robotic interestingness with visual memory

C Wang, Y Qiu, W Wang, Y Hu, S Kim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Autonomous robots frequently need to detect “interesting” scenes to decide on further
exploration, or to decide which data to share for cooperation. These scenarios often require …

Deep multimodal features for movie genre and interestingness prediction

O Ben-Ahmed, B Huet - 2018 international conference on …, 2018 - ieeexplore.ieee.org
In this paper, we propose a multimodal framework for video segment interestingness
prediction based on the genre and affective impact of movie content. We hypothesize that …

Visual memorability for robotic interestingness via unsupervised online learning

C Wang, W Wang, Y Qiu, Y Hu, S Scherer - European Conference on …, 2020 - Springer
In this paper, we explore the problem of interesting scene prediction for mobile robots. This
area is currently underexplored but is crucial for many practical applications such as …

Image selection in photo albums

D Kuzovkin, T Pouli, R Cozot, O Le Meur… - Proceedings of the …, 2018 - dl.acm.org
The selection of the best photos in personal albums is a task that is often faced by
photographers. This task can become laborious when the photo collection is large and it …

A late fusion framework with multiple optimization methods for media interestingness

M Shoukat, K Ahmad, N Said, N Ahmad… - arxiv preprint arxiv …, 2022 - arxiv.org
The recent advancement in Multimedia Analytical, Computer Vision (CV), and Artificial
Intelligence (AI) algorithms resulted in several interesting tools allowing an automatic …

Exploring deep fusion ensembling for automatic visual interestingness prediction

MG Constantin, LD Ştefan, B Ionescu - Human Perception of Visual …, 2022 - Springer
In the context of the ever growing quantity of multimedia content from social, news and
educational platforms, generating meaningful recommendations and ratings now requires a …

Deep pairwise classification and ranking for predicting media interestingness

J Parekh, H Tibrewal, S Parekh - Proceedings of the 2018 ACM on …, 2018 - dl.acm.org
With the explosive increase in the consumption of multimedia content in recent years, the
field of media interestingness analysis has gained a lot of attention. This paper tackles the …