In this study, we make use of brain activation data to investigate the perceptual plausibility of
a visual and an auditory model for visual and auditory saliency in video processing. These …

In this work we propose an audio-visual model for pre-dicting temporal saliency in videos,
that we validate and evaluate in an alternative way by employing fMRI data. We intend to …

Computational saliency models aim at predicting, in a bottom-up fashion, where human
attention is drawn in the presented (visual, auditory or audiovisual) scene and have been …

In this paper we provide an overview of audiovisual saliency map models. In the simplest
model, the location of auditory source is modeled as a Gaussian and use different methods …

The auditory system is flooded with information throughout our daily lives. Rather than
processing all of this information, we selectively shift our attention to various auditory events …

Usual attention is an important mechanism of the human visual system. It allows reducing
the amount of information to be processed and accelerates the overall process of vision …

Human attention is highly influenced by multi-modal combinations of perceived sensory
information and especially audiovisual information. Although systematic behavioral …

This work is focused on the task of multimodal saliency detection. Very few works have been
developed in the field, and there are no well-established baselines or benchmarks …

In this paper, we present a computational model for predicting pre-attentive, bottom-up
auditory saliency. The model determines perceptually what in a scene stands out to …

Visual attention prediction is linked to brain activity, cognition, and behavior. Despite the
availability of brain activity features, previous studies have not fully utilized them, resulting in …