Bryan L. Koenig — accepted AI-conference papers

2018

Emotional Attention: A Study of Image Sentiment and Visual Attention

Shaojing Fan, Zhiqi Shen, Ming Jiang, Bryan L. Koenig, Juan Xu, Mohan S. Kankanhalli +1

CVPR 2018poster

Image sentiment influences visual perception. Emotion-eliciting stimuli such as happy faces and poisonous snakes are generally prioritized in human attention. However, little research has evaluated the interrelationships of image sentiment and visual saliency. In this paper, we present the first stu…

Cited by 187 Source ↗PDF ↗Scholar ↗

2016

A Paradigm for Building Generalized Models of Human Image Perception Through Data Fusion

Shaojing Fan, Tian-Tsong Ng, Bryan L. Koenig, Ming Jiang, Qi Zhao

CVPR 2016poster

In many sub-fields, researchers collect datasets of human ground truth that are used to create a new algorithm. For example, in research on image perception, datasets have been collected for topics such as what makes an image aesthetic or memorable. Despite high costs for human data collection, data…

Cited by 8 PDF ↗Scholar ↗