A novel system demonstrates accurate force measurement using Moiré patterns, indicating potential for real-time optical sensors.
Abstract This paper presents a Moiré fringe-based force visualization system integrated with a robust image processing algorithm to achieve accurate force measurement. The system captures Moiré patterns using a high-speed camera and fits the periodic grayscale distribution using a least-squares sinusoidal model. To suppress the influence of local noise and occlusions, a multi-stage residual-based outlier removal strategy is introduced. Experimental results demonstrate that the proposed method successfully fits the fringe profile even under significant noise disturbances. Additionally, it achieves a high consistency with the measurements obtained from a conventional force sensor. This study provides a potential framework for developing real-time optical force sensors that do not rely on conventional electronic sensing components.
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Zuo et al. (2025) studied this question.
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