VINS: Visual Search for Mobile User Interface Design

1 code implementation • 10 Feb 2021 • Sara Bunian, Kai Li, Chaima Jemmali, Casper Harteveld, Yun Fu, Magy Seif El-Nasr

By utilizing this dataset, we propose an object-detection based image retrieval framework that models the UI context and hierarchical structure.

Image Retrieval object-detection +2

Modeling Individual Differences in Game Behavior using HMM

no code implementations • 1 Apr 2018 • Sara Bunian, Alessandro Canossa, Randy Colvin, Magy Seif El-Nasr

We present a Hidden Markov Model (HMM) of player in-game behaviors to model individual differences, and 2. using the output of the HMM, we generate behavioral features used to classify real world players' characteristics, including game expertise and the big five personality traits.