Facial expression recognition methods in the wild based on fusion feature of attention mechanism and LBP

J Liao, Y Lin, T Ma, S He, X Liu, G He - Sensors, 2023 - mdpi.com
Facial expression methods play a vital role in human–computer interaction and other fields,
but there are factors such as occlusion, illumination, and pose changes in wild facial …

Eye fixation metrics for large scale evaluation and comparison of information visualizations

Z Bylinskii, MA Borkin, NW Kim, H Pfister… - Eye Tracking and …, 2017 - Springer
An observer's eye movements are often informative about how the observer interacts with
and processes a visual stimulus. Here, we are specifically interested in what eye movements …

A comparison of RGB and HSV colour spaces for visual attention models

A Ajmal, C Hollitt, M Frean… - … conference on image …, 2018 - ieeexplore.ieee.org
Different approaches to detecting objects have used either perceptionally nonuniform or
human perception based colour spaces to mimics human vision in machines. In this paper …

[HTML][HTML] Towards the quantitative evaluation of visual attention models

Z Bylinskii, EM DeGennaro, R Rajalingham, H Ruda… - Vision research, 2015 - Elsevier
Scores of visual attention models have been developed over the past several decades of
research. Differences in implementation, assumptions, and evaluations have made …

Saliency detection based on multiscale extrema of local perceptual color differences

K Ishikura, N Kurita, DM Chandler… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Visual saliency detection is a useful technique for predicting, which regions humans will
tend to gaze upon in any given image. Over the last several decades, numerous algorithms …

How well can saliency models predict fixation selection in scenes beyond central bias? A new approach to model evaluation using generalized linear mixed models

A Nuthmann, W Einhäuser, I Schütz - Frontiers in human …, 2017 - frontiersin.org
Since the turn of the millennium, a large number of computational models of visual salience
have been put forward. How best to evaluate a given model's ability to predict where human …

[HTML][HTML] Multimedia based qualitative assessment methodology in eLearning: student teacher engagement analysis

M Farhan, M Aslam, S Jabbar, S Khalid - Multimedia tools and …, 2018 - Springer
Multimedia-based Electronic learning (eLearning) is an effective method of knowledge
transfer. Multimedia-based eLearning provides the opportunity to the students that they can …

Image aesthetics assessment based on multi-stream CNN architecture and saliency features

H Takimoto, F Omori, A Kanagawa - Applied Artificial Intelligence, 2021 - Taylor & Francis
In this paper, we explore how higher-level perceptual information based on visual attention
can be used for aesthetic assessment of images. We assume that visually dominant subjects …

[HTML][HTML] Saliency-based gaze prediction based on head direction

R Nakashima, Y Fang, Y Hatori, A Hiratani… - Vision research, 2015 - Elsevier
Despite decades of attempts to create a model for predicting gaze locations by using
saliency maps, a highly accurate gaze prediction model for general conditions has yet to be …

Quality-oriented perceptual HEVC based on the spatiotemporal saliency detection model

X Jiang, T Song, D Zhu, T Katayama, L Wang - Entropy, 2019 - mdpi.com
Perceptual video coding (PVC) can provide a lower bitrate with the same visual quality
compared with traditional H. 265/high efficiency video coding (HEVC). In this work, a novel …