A method for monitoring dynamic changes of wound video sequence based on integral optical flow is proposed. In this method, frame-by-frame sequential analysis is performed first, and then integral optical flow and motion maps are constructed for the video sequence. Motion maps allow one to determine the rate of epithelialization of wounds in critical regions that are characterized by impaired tissue growth. The stages of tissue healing are also determined from motion maps. Dynamic characteristics of wound tissue changes are introduced and calculated.
This is a preview of subscription content, log in via an institution to check access.
Similar content being viewed by others
Change history
25 January 2020
The first affiliation is incorrect. It should read Zhejiang Shuren University, Hangzhou, 310015, China.
25 January 2020
The first affiliation is incorrect. It should read Zhejiang Shuren University, Hangzhou, 310015, China.
References
M. Kolesnik and A. Fexa, Lecture Not. Computer Sci., 3656, 1014–1022 (2005).
M. Kolesnik and A. Fexa, Proc. 7th Nordic Signal Processing Symposium, June 7–9, 2006, pp. 50–53 (2006).
G. C. Gurtner, S. Werner, Y. Barrandon, and M. T. Longaker, Nature, 453, No. 7193, 314–321 (2008).
C. P. Loizou, T. Kasparis, O. Mitsi, and M. Polyviou, Proc. IEEE 12th Int. Conf. Bioinform. Bioeng., November 11–13, 2012, pp. 709–714 (2012).
H. Oduncu, V. Aslanta, M. Tunckanat, and R. Kurban, Proc. IEEE 13th Signal Proc. Commun. Appl. Conf., May 16–18, 2005, pp. 645–648 (2005).
K. S. Kumar and B. E. Reddy, Int. J. Image Graphic. Signal Proc., 6, No. 6, 36–42 (2014).
K. S. Kumar and B. E. Reddy, Int. J. Signal Image Proc., 5, No. 2, 15–27 (2014).
C. Chakraborty, Wireless Personal Commun., 3, 23–28 (2017).
K. S. Kumar, C. F. Jacob, and B. E. Reddy, J. Image Video Proc., 4, No. 3, 737–747 (2014).
H. Lee, B. U. Lee, J. Park, W. Sun, B. Oh, and S. Yang, Proc. Int. Conf. Intel. Informatics and Biomed. Sci., November 28–30, 2015, pp. 390–391 (2015).
S. Yang, J. Park, H. Lee, S. Kim, B. U. Lee, K. Y. Chung, and B. Oh, PLoS One, 11, No. 9, е0163092 (2016).
A. V. Buravsky, E. V. Baranov, S. I. Tretyak, and M. K. Nedzved, Novosti Khirurgii, 23, No. 6, 601–611 (2015).
A. Nedzvedz, O. Nedzvedz, A. Glinsky, G. Karapetian, I. Gurevich, and V. Yashina, Proc. Int. Conf. Information and Digital Technology, June 29–July 1, 2017, pp. 275–281 (2017).
Ch. Chen, Sh. Ye, H. Chen, О. V. Nedzvyed, and S. V. Ablameiko, Zh. Prikl. Spektrosk., 84, No. 1, 138–146 (2017) [Ch. Chen, Sh. Ye, H. Chen, O. V. Nedzvedz, and S. V. Ablameyko, J. Appl. Spectrosc., 84 , No. 1, 120–128 (2017)].
H. Chen, O. V. Nedzvedz, Sh. Ye, and S. V. Ablameyko, Informatica, 29, No. 2, 211–232 (2018).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Translated from Zhurnal Prikladnoi Spektroskopii, Vol. 86, No. 3, pp. 401–409, May–June 2019.
Rights and permissions
About this article
Cite this article
Chen, H., Nedzvedz, A., Nedzvedz, O. et al. Wound Healing Monitoring by Video Sequence Using Integral Optical Flow. J Appl Spectrosc 86, 435–442 (2019). https://doi.org/10.1007/s10812-019-00838-w
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10812-019-00838-w