Jitter UX Evaluator
Detect Jitters in Mobile Phone Transition Animation and User Perception Modeling through Machine Learning
Advisors: Prof. Yuanchun Shi, Prof. Chun Yu Collaborators: Mingyuan Zhong
To guarantee smoother user experience on mobile phones, we built an animation evaluation system. The system utilizes computer vision technology to detect jitters and employs machine learning methods to predict users’ perception of jitters, providing insights on how to improve the user experience. The machine learning model is trained using data from an online user study of more than 2000 people through an Android App we developed.
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