论文标题

关于跨iPad代的计算机视觉任务的TruePepth传感器数据的问题

On the Issues of TrueDepth Sensor Data for Computer Vision Tasks Across Different iPad Generations

论文作者

Urban, Steffen, Lindemeier, Thomas, Dobbelstein, David, Haenel, Matthias

论文摘要

2017年,苹果公司使用iPhone X发行了TrueDepth传感器。尽管其主要用例是生物特征识别识别,但针对其他计算机视觉任务(例如分割,肖像产生和度量标准3D重建)的精确深度数据的开发似乎很自然,并导致了各种应用的开发。在本报告中,我们调查了在包括不同的iPhone和iPad世代在内的各种设备上访问的TrueDepth数据的可靠性 - 通过两个不同的API访问,并在所有测试的iPad上揭示了两个不同且重大的问题。

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.

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