Non-Contact Pulse Rate Detection Methods Based on Adaptive Projection Plane

For an intuitive understanding of traditional remote photoplethysmography (rPPG), this study categorizes existing algorithms into two main types: spatial vector projection and spatial angle projection in RGB color space. The RGB variation induced by noise (RGBnoise) is visualized in color space and approximated by the raw RGB signal. We propose APON (Adaptive Projection plane Orthogonal to Noise) to suppress artifacts. Two rPPG methods, APON_Vector and APON_Angle, are then developed from this adaptive plane. Comparative experiments on the public databases show that APON_Vector is comparable to state-of-the-art methods like CHROM and POS (achieving an Accuracy of 87.35%), while APON_Angle outperforms other angle projection methods (reducing MAE to 0.78 bpm). The results show that the simple yet effective APON contains significant pulse variation and holds potential for more pulse detection methods.

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Publication Details

Journal
Mathematics
Published
2025-08-26
DOI
https://doi.org/10.3390/math13172749
Primary Topic
Advanced Measurement and Detection Methods
Type
article
Field-Weighted Citation Impact
0.00

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article

Non-Contact Pulse Rate Detection Methods Based on Adaptive Projection Plane

Xin He, Chang–Hong Fu, Hong Hong, Yan Zhang et al.
Mathematics
Advanced Measurement and Detection Methods
article

Non-Contact Pulse Rate Detection Methods Based on Adaptive Projection Plane

Xin He, Chang–Hong Fu, Hong Hong, Yan Zhang, Jiawei Pan
article en

Abstract

For an intuitive understanding of traditional remote photoplethysmography (rPPG), this study categorizes existing algorithms into two main types: spatial vector projection and spatial angle projection in RGB color space. The RGB variation induced by noise (RGBnoise) is visualized in color space and approximated by the raw RGB signal. We propose APON (Adaptive Projection plane Orthogonal to Noise) to suppress artifacts. Two rPPG methods, APON_Vector and APON_Angle, are then developed from this adaptive plane. Comparative experiments on the public databases show that APON_Vector is comparable to state-of-the-art methods like CHROM and POS (achieving an Accuracy of 87.35%), while APON_Angle outperforms other angle projection methods (reducing MAE to 0.78 bpm). The results show that the simple yet effective APON contains significant pulse variation and holds potential for more pulse detection methods.

MathematicsVol. 13(17)
Nanjing University of Science and Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 79%
Advanced Measurement and Detection Methods
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Non-Contact Pulse Rate Detection Methods Based on Adaptive Projection Plane — Xin He, Chang–Hong Fu, et al. · Mathematics (2025) | TGRS Research Map | TGRS