Deep Learning-Based Mobile Application Isomorphic GUI Identification for Automated Robotic Testing

Abstract

Fully black-box robotic testing is needed given the popularity of mobile applications. A critical constraining issue for generating graphical user interface (GUI) models is identifying isomorphic GUIs. We present a deep learningbased end-to-end trainable model to determine the similarity between GUIs and identify isomorphic GUIs.