Binary Stripe Unwrapping Based on Mean-speed Walk and Local Median Correction for Rapid High-resolution Structured-light Range Imaging

计算机科学 人工智能 计算机视觉 高动态范围 冗余(工程) 结构光 二进制数 分割 动态范围 数学 算术 操作系统
作者
Changsoo Je,Hyung‐Min Park
出处
期刊:International journal of sensors, wireless communications and control [Bentham Science]
卷期号:12 (8): 584-591
标识
DOI:10.2174/2210327913666221219091440
摘要

Aim: Structured light is frequently selected for efficient and accurate depth imaging, and single-frame-based methods have been presented for real-time sensing or imaging dynamic objects. However, many existing single-frame-based methods do not provide sufficient range resolution. Even those capable of sufficient range resolution mostly result in insufficient signal-to-noise ratio or depend on spatially windowed uniqueness, where a larger window makes the identification trickier. Method: This paper presents a novel method for rapid structured-light range sensing using a binary color stripe pattern. For accurate and reliable depth acquisition, we identify projected stripes by our stripe segmentation and unwrapping algorithms. For robust stripe detection, the color-stripe segmentation algorithm performs image upsizing, motion blurring, and color balancing. The binary stripe unwrapping algorithm consists of mean-speed walk unrolling, row-wise unrolling, and local median correction, and resolves the high-frequency color-stripe redundancy efficiently and reliably. objective: We provide a novel method for rapid structured-light range sensing using a binary color stripe pattern. Result: Experimental results show the effectiveness and reliability of the presented method. Conclusion: Even using an entry-level phone camera under a low-cost DLP projector produces high-accuracy results.
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