论文标题

带有冗余代码的结构性光

Structured Light with Redundancy Codes

论文作者

Sun, Zhanghao, Zhang, Yu, Wu, Yicheng, Huo, Dong, Qian, Yiming, Wang, Jian

论文摘要

结构光(SL)系统以主动照明投影获得高保真3D几何形状。当在具有强烈的环境照明,全球照明和跨设备干扰的环境中工作时,常规系统会遇到挑战。本文提出了一种通用技术,以通过投影除天然SL模式外的冗余光学信号来提高SL的鲁棒性。这样,预计的信号与错误更具区别。因此,可以使用简单的信号处理和``绩效''获得``编码增益''的几何信息更容易地恢复。我们使用冗余代码提出了三个应用程序:(1)在强烈的环境光下进行SL成像的自我错误纠正,(2)(2)在全球照明下进行适应性分类和(3)介绍摄像机的适应性仪式,并(3)使用设备仪式的插入式插入式仪式,并(3)使用设备的插图仪,(3)我们系统地分析了这些应用程序中的设计规则和信号处理算法。

Structured light (SL) systems acquire high-fidelity 3D geometry with active illumination projection. Conventional systems exhibit challenges when working in environments with strong ambient illumination, global illumination and cross-device interference. This paper proposes a general-purposed technique to improve the robustness of SL by projecting redundant optical signals in addition to the native SL patterns. In this way, projected signals become more distinguishable from errors. Thus the geometry information can be more easily recovered using simple signal processing and the ``coding gain" in performance is obtained. We propose three applications using our redundancy codes: (1) Self error-correction for SL imaging under strong ambient light, (2) Error detection for adaptive reconstruction under global illumination, and (3) Interference filtering with device-specific projection sequence encoding, especially for event camera-based SL and light curtain devices. We systematically analyze the design rules and signal processing algorithms in these applications. Corresponding hardware prototypes are built for evaluations on real-world complex scenes. Experimental results on the synthetic and real data demonstrate the significant performance improvements in SL systems with our redundancy codes.

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