Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images

1 code implementation • 15 Jun 2022 • Mulong Xie, Zhenchang Xing, Sidong Feng, Chunyang Chen, Liming Zhu, Xiwei Xu

These principles are domain-independent and have been widely adopted by practitioners to structure content on GUIs to improve aesthetic pleasant and usability.

Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?

2 code implementations • 12 Aug 2020 • Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li

We conduct the first large-scale empirical study of seven representative GUI element detection methods on over 50k GUI images to understand the capabilities, limitations and effective designs of these methods.

Code Generation object-detection +1