On the Issues of TrueDepth Sensor Data for Computer Vision Tasks Across Different iPad Generations
This work addresses data reliability problems for developers and researchers using TrueDepth sensors on iPads, but it is incremental as it focuses on specific device issues.
The study investigated the reliability of TrueDepth sensor data across different iPad generations, revealing two significant issues that affect its use for computer vision tasks like segmentation and 3D reconstruction.
In 2017 Apple introduced the TrueDepth sensor with the iPhone X release. Although its primary use case is biometric face recognition, the exploitation of accurate depth data for other computer vision tasks like segmentation, portrait image generation and metric 3D reconstruction seems natural and lead to the development of various applications. In this report, we investigate the reliability of TrueDepth data - accessed through two different APIs - on various devices including different iPhone and iPad generations and reveal two different and significant issues on all tested iPads.