DOI QR코드

DOI QR Code

Dynamic Range Reconstruction Algorithm for Smart Phone Camera Pulse Measurement Robust to Light Condition

조명 조건에 강건한 스마트폰 카메라 맥박 측정을 위한 다이내믹 레인지 재구성 알고리즘

  • Received : 2014.09.29
  • Accepted : 2014.10.28
  • Published : 2015.02.28

Abstract

Recently, handy pulse measurement method was introduced by using smart phone camera. However, measured values are not consistent with the variations of external light conditions, because the external light interfere with dynamic range of captured pulse image. Thus, adaptive dynamic range reconstruction algorithm is proposed to conduct pulse measurement robust to light condition. The minimum and maximum values for dynamic ranges of green and blue channels are adjusted to appropriate values for pulse measurement. In addition, sigmoid function based curve is applied to adjusted dynamic range. Experimental results show that the proposed algorithm conducts suitably dynamic range reconstruction of pulse image for the interference of external light sources.

Keywords

References

  1. P. Pelegris, K. Banitsas, T. Orbach, K. Marias, "A Novel Method to Detect Heart Beat Rate Using a Mobile Phone," Proceedings of IEEE Annual International Conference on the Engineering in Medicine and Biology Society, pp. 548-549, 2010.
  2. J.B. Bolkhovsky, C.G. Scully, K.H. Chon, "Statistical Analysis of Heart Rate and Heart Rate Variability Monitoring Through the Use of Smart Phone Cameras," Proceedings of IEEE Annual International Conference on the Engineering in Medicine and Biology Society, pp. 1610-1613, 2012.
  3. A. Pal, A. Sinha, A.D. Choudhury, T. Chattopadyay, A. Visvanathan, "A robust heart rate detection using smart-phone video," Proceedings of 3rd ACM MobiHoc Workshop on Pervasive Wireless Healthcare, pp. 43-48, 2013.
  4. A. Pal, A. Visvanathan, A.D. Choudhury, A. Sinha, "Improved heart rate detection using smart phone," Proceedings of 29th Annual ACM Symposium on Applied Computing, pp. 8-13, 2014.
  5. S. Xu, L. Sun, G. K. Rohde, "Robust efficient estimation of heart rate pulse from video," Biomedical Optics Express, Vol. 5, No. 4, pp. 1124-1135, 2014. https://doi.org/10.1364/BOE.5.001124
  6. B. Pham, G. Pringle, "Color correction for an image sequence," IEEE Transactions on Computer Graphics and Applications, Vol. 15, No. 3, pp. 38-42, 1995.
  7. R. Ramanath, W.E. Snyder, Y. Yoo, M.S. Drew, "Color image processing pipeline." IEEE Signal Processing Magazine, Vol. 22, No. 1, pp. 34-43, 2005. https://doi.org/10.1109/MSP.2005.1407713
  8. P.E. Debevec, J. Malik, "Recovering high dynamic range radiance maps from photographs," Proceedings of 24th International Conference on Computer Graphics and Interactive Techniques, Vol. 31, pp. 369-378, 1997.
  9. L. Meylan, S. Susstrunk, "High dynamic range image rendering with a retinex-based adaptive filter," IEEE Transactions on Image Processing, Vol. 15, No. 9, pp. 2820-2830, 2006. https://doi.org/10.1109/TIP.2006.877312
  10. K. Jacobs, C. Loscos, G. Ward, "Automatic high-dynamic range image generation for dynamic scenes," IEEE Transactions on Computer Graphics and Applications, Vol. 28, No. 2, pp. 84-93, 2008.
  11. G. Tanaka, N. Suetake, E. Uchino, "Image enhancement based on multiple parametric sigmoid functions," Proceedings of Intelligent Signal Processing and Communication Systems, pp. 108-111, 2007.