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arXiv 2201.10865cs.CVcs.RO
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计算机视觉任务的TrueDepth传感器数据在不同iPad代中的问题

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

Carl Zeiss AG(卡尔蔡司股份公司);Onexip GmbH(Onexip有限责任公司)

Steffen Urban, Thomas Lindemeier, David Dobbelstein, Matthias Haenel

摘要:

2017年,苹果在iPhone X发布时推出了TrueDepth传感器。虽然它的主要用例是生物特征面部识别,但将准确的深度数据用于其他计算机视觉任务,如分割,人像图像生成和度量3D重建,似乎是很自然的,并导致各种应用的发展。在这份报告中,我们调查了TrueDepth数据的可靠性-通过两种不同的API访问-在各种设备上,包括不同的iPhone和iPad代,并揭示了两个不同的和重要的问题,所有测试的iPad。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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