State-of-the-art in visual attention modeling

A Borji, L Itti - IEEE transactions on pattern analysis and …, 2012 - ieeexplore.ieee.org
Modeling visual attention-particularly stimulus-driven, saliency-based attention-has been a
very active research area over the past 25 years. Many different models of attention are now …

Attentive systems: A survey

TV Nguyen, Q Zhao, S Yan - International Journal of Computer Vision, 2018 - Springer
Visual saliency analysis detects salient regions/objects that attract human attention in
natural scenes. It has attracted intensive research in different fields such as computer vision …

The importance of visual attention in improving the 3D-TV viewing experience: Overview and new perspectives

Q Huynh-Thu, M Barkowsky… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Three-dimensional video content has attracted much attention in both the cinema and
television industries, because 3D is considered to be the next key feature that can …

Gaze-driven video re-editing

E Jain, Y Sheikh, A Shamir, J Hodgins - ACM Transactions on Graphics …, 2015 - dl.acm.org
Given the current profusion of devices for viewing media, video content created at one
aspect ratio is often viewed on displays with different aspect ratios. Many previous solutions …

Watch to edit: Video retargeting using gaze

KK Rachavarapu, M Kumar, V Gandhi… - Computer Graphics …, 2018 - Wiley Online Library
We present a novel approach to optimally retarget videos for varied displays with differing
aspect ratios by preserving salient scene content discovered via eye tracking. Our algorithm …

Reframe anything: Llm agent for open world video reframing

J Cao, Y Wu, W Chi, W Zhu, Z Su, J Wu - arxiv preprint arxiv:2403.06070, 2024 - arxiv.org
The proliferation of mobile devices and social media has revolutionized content
dissemination, with short-form video becoming increasingly prevalent. This shift has …

A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking

H Chen, Z Yufei, Y Deng - Advances in Neural Information …, 2025 - proceedings.neurips.cc
Video salient object ranking aims to simulate the human attention mechanism by
dynamically prioritizing the visual attraction of objects in a scene over time. Despite its …

Using eye-tracking to assess different image retargeting methods

S Castillo, T Judd, D Gutierrez - … of the ACM SIGGRAPH Symposium on …, 2011 - dl.acm.org
Assessing media retargeting results is not a trivial issue. When resizing one image to a
particular percentage of its original size, some content has to be removed, which may affect …

Evaluation of temporal stability of eye tracking algorithms using webcams

J Gómez-Poveda, E Gaudioso - Expert Systems with Applications, 2016 - Elsevier
Eye tracking methods are usually focused on obtaining the highest spatial precision as
possible, locating the centre of the pupil and the point of gaze for a series of frames …

Relevance of a feed-forward model of visual attention for goal-oriented and free-viewing tasks

O Le Meur, JC Chevet - IEEE Transactions on Image …, 2010 - ieeexplore.ieee.org
A purely bottom-up model of visual attention is proposed and compared to five state-of-the-
art models. The role of the low-level visual features is examined in two contexts. Two …