Siavash Gorji — accepted AI-conference papers

2018

Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push

CVPR 2018poster

We present a novel method to incorporate the recent advent in static saliency models to predict the saliency in videos. Our model augments the static saliency models with the Attentional Push effect of the photographer and the scene actors in a shared attention setting. We demonstrate that not onl…

Cited by 67 Source ↗PDF ↗Scholar ↗

2017

Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes

Siavash Gorji, James J. Clark

CVPR 2017spotlight

We present a novel visual attention tracking technique based on Shared Attention modeling. By considering the viewer as a participant in the activity occurring in the scene, our model learns the loci of attention of the scene actors and use it to augment image salience. We go beyond image salience a…

Cited by 29 PDF ↗Scholar ↗