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Erschienen in: Cluster Computing 4/2019

28.02.2018

The application of near-infrared reflectance hyperspectral imaging for the detection and extraction of bloodstains

verfasst von: Yuefeng Zhao, Nannan Hu, Yunuan Wang, Yonglei Liu, Xiaofei Li, Jingjing Wang

Erschienen in: Cluster Computing | Sonderheft 4/2019

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Abstract

Blood is not only the traces of the murder scene but also the evidence, has a very important role in the acquisition of criminal evidence and forensic identification. However, the conventional testing methodology being currently deployed in bloodstain identification may destruct the human DNA. Some investigators used the method is undeserved, often regret in the exploration of the scene. From this point of view, efficient non-destructive technology for quickly identifying bloodstain is an emerging issue in this field. In this article, a method is proposed for nondestructive testing of identifying blood stains, and design a blood model named blood band inequality model to extract blood from eight kinds of suspected blood. The validity of the model was verified by the theory and experiment. Extraction efficiency of blood is as high as 94.71%, and the omission rate is only 5.29%. Experiments proved hyperspectral imaging can be used for the non-contact detection, identification of blood stains and the new model is effective in the extraction of blood.

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Literatur
1.
Zurück zum Zitat Li, B., Beveridge, P., O’Hare, W.T., et al.: The estimation of the age of a blood stain using reflectance spectroscopy with a microspectrophotometer, spectral pre-processing and linear discriminant analysis. Forensic Sci. Int. 212(1–3), 198–204 (2011) Li, B., Beveridge, P., O’Hare, W.T., et al.: The estimation of the age of a blood stain using reflectance spectroscopy with a microspectrophotometer, spectral pre-processing and linear discriminant analysis. Forensic Sci. Int. 212(1–3), 198–204 (2011)
2.
Zurück zum Zitat Zhang, T., Zhao, Y., Wei, D., et al.: Fiber-optic michelson accelerometer based on frequency modulation. IEEE Photonics Technol. Lett. 26(23), 2361–2364 (2014)CrossRef Zhang, T., Zhao, Y., Wei, D., et al.: Fiber-optic michelson accelerometer based on frequency modulation. IEEE Photonics Technol. Lett. 26(23), 2361–2364 (2014)CrossRef
3.
Zurück zum Zitat Metodiev, M., Thompson, K., Alston, C., et al.: Recessive mutations in TRMT10C, cause defects in mitochondrial RNA processing and multiple respiratory chain deficiencies. Am. J. Hum. Genet. 98(5), 993 (2016)CrossRef Metodiev, M., Thompson, K., Alston, C., et al.: Recessive mutations in TRMT10C, cause defects in mitochondrial RNA processing and multiple respiratory chain deficiencies. Am. J. Hum. Genet. 98(5), 993 (2016)CrossRef
4.
Zurück zum Zitat Bauer, M., Polzin, S., Patzelt, D.: Quantification of RNA degradation by semi-quantitative duplex and competitive RT-PCR: a possible indicator of the age of bloodstains? Forensic Sci. Int. 138(1–3), 94–103 (2003)CrossRef Bauer, M., Polzin, S., Patzelt, D.: Quantification of RNA degradation by semi-quantitative duplex and competitive RT-PCR: a possible indicator of the age of bloodstains? Forensic Sci. Int. 138(1–3), 94–103 (2003)CrossRef
5.
Zurück zum Zitat Leng, Y., Sun, C., Xu, X., et al.: Employing unlabeled data to improve the classification performance of SVM, and its application in audio event classification. Knowl. Based Syst. 98(C), 117–129 (2016)CrossRef Leng, Y., Sun, C., Xu, X., et al.: Employing unlabeled data to improve the classification performance of SVM, and its application in audio event classification. Knowl. Based Syst. 98(C), 117–129 (2016)CrossRef
6.
Zurück zum Zitat Pan, J., Li, L., Chen, B., et al.: Numerical simulation of evolution features of the atmospheric-pressure CF 4, plasma generated by the pulsed dielectric barrier discharge. Eur. Phys. J. D 70(6), 1–8 (2016)CrossRef Pan, J., Li, L., Chen, B., et al.: Numerical simulation of evolution features of the atmospheric-pressure CF 4, plasma generated by the pulsed dielectric barrier discharge. Eur. Phys. J. D 70(6), 1–8 (2016)CrossRef
7.
Zurück zum Zitat Almeida, J.P., Glesse, N., Bonorino, C.: Effect of presumptive tests reagents on human blood confirmatory tests and DNA analysis using real time polymerase chain reaction. Forensic Sci. Int. 206(1–3), 58 (2011)CrossRef Almeida, J.P., Glesse, N., Bonorino, C.: Effect of presumptive tests reagents on human blood confirmatory tests and DNA analysis using real time polymerase chain reaction. Forensic Sci. Int. 206(1–3), 58 (2011)CrossRef
8.
Zurück zum Zitat Ma, F.K., Jiang, D.P., Su, L.B., et al.: Spectral properties and highly efficient continuous-wave laser operation in Nd-doped Sr1-xYxF2+xcrystals. Optics Lett. 41(3), 501 (2016)CrossRef Ma, F.K., Jiang, D.P., Su, L.B., et al.: Spectral properties and highly efficient continuous-wave laser operation in Nd-doped Sr1-xYxF2+xcrystals. Optics Lett. 41(3), 501 (2016)CrossRef
9.
Zurück zum Zitat Ma, W., Qian, X., Wang, J., et al.: Highly efficient dual-wavelength mid-infrared CW Laser in diode end-pumped Er:SrF2 single crystals. Sci. Rep. 6, 36635 (2016)CrossRef Ma, W., Qian, X., Wang, J., et al.: Highly efficient dual-wavelength mid-infrared CW Laser in diode end-pumped Er:SrF2 single crystals. Sci. Rep. 6, 36635 (2016)CrossRef
10.
Zurück zum Zitat Wagner, J.H., Miskelly, G.M.: Background correction in forensic photography. I. Photography of blood under conditions of non-uniform illumination or variable substrate color-theoretical aspects and proof of concept. J. Forensic Sci. 48(3), 593–603 (2003) Wagner, J.H., Miskelly, G.M.: Background correction in forensic photography. I. Photography of blood under conditions of non-uniform illumination or variable substrate color-theoretical aspects and proof of concept. J. Forensic Sci. 48(3), 593–603 (2003)
11.
Zurück zum Zitat Li, B., Beveridge, P., O’Hare, W.T., Islam, M.: The application of visible wavelength reflectance hyperspectral imaging for the detection and identification of blood stains. Sci. Justice 54, 432–438 (2014)CrossRef Li, B., Beveridge, P., O’Hare, W.T., Islam, M.: The application of visible wavelength reflectance hyperspectral imaging for the detection and identification of blood stains. Sci. Justice 54, 432–438 (2014)CrossRef
12.
Zurück zum Zitat Zhang, Y.J., Sun, Y.P., Wang, C.K.: Optical limiting and dynamical two-photon absorption of porphyrin with ruthenium outlying complexes for a picosecond pulse train. Eur. Phys. J. D 70(1), 1–7 (2016)CrossRef Zhang, Y.J., Sun, Y.P., Wang, C.K.: Optical limiting and dynamical two-photon absorption of porphyrin with ruthenium outlying complexes for a picosecond pulse train. Eur. Phys. J. D 70(1), 1–7 (2016)CrossRef
13.
Zurück zum Zitat Zhao, L.N., Liu, J., Gao, Y.M., et al.: Nonlinear optical properties of a two-dimensional nonlinear photonic quasicrystal based on second order cascaded nonlinearities. J. Mod. Optics 63(3), 239–244 (2016)CrossRef Zhao, L.N., Liu, J., Gao, Y.M., et al.: Nonlinear optical properties of a two-dimensional nonlinear photonic quasicrystal based on second order cascaded nonlinearities. J. Mod. Optics 63(3), 239–244 (2016)CrossRef
14.
Zurück zum Zitat Cadd, S., Li, B., Beveridge, P., et al.: The non-contact detection and identification of blood stained fingerprints using visible wavelength reflectance hyperspectral imaging: part 1. Sci. Justice J. Forensic Sci. Soc. 56(3), 181 (2016)CrossRef Cadd, S., Li, B., Beveridge, P., et al.: The non-contact detection and identification of blood stained fingerprints using visible wavelength reflectance hyperspectral imaging: part 1. Sci. Justice J. Forensic Sci. Soc. 56(3), 181 (2016)CrossRef
15.
Zurück zum Zitat Edelman, G.J., Leeuwen, T.G., Aalders, M.C.: Visualization of latent blood stains using visible reflectance hyperspectral imaging and chemometrics. J. Forensic Sci. 60(s1), S188 (2015)CrossRef Edelman, G.J., Leeuwen, T.G., Aalders, M.C.: Visualization of latent blood stains using visible reflectance hyperspectral imaging and chemometrics. J. Forensic Sci. 60(s1), S188 (2015)CrossRef
16.
Zurück zum Zitat Han, Y.J., Guo, C.S., Rong, Z.Y., et al.: Radial Hilbert transform with the spatially variable half-wave plate. Optics Lett. 38(23), 5169 (2013)CrossRef Han, Y.J., Guo, C.S., Rong, Z.Y., et al.: Radial Hilbert transform with the spatially variable half-wave plate. Optics Lett. 38(23), 5169 (2013)CrossRef
17.
Zurück zum Zitat Chen, L.M., Yan, W.C., Li, D.Z., et al.: Bright betatron X-ray radiation from a laser-driven-clustering gas target. Sci. Rep. 3(5), 1912 (2013)CrossRef Chen, L.M., Yan, W.C., Li, D.Z., et al.: Bright betatron X-ray radiation from a laser-driven-clustering gas target. Sci. Rep. 3(5), 1912 (2013)CrossRef
18.
Zurück zum Zitat Li, B., Beveridge, P., O’Hare, W.T., et al.: The age estimation of blood stains up to 30 days old using visible wavelength hyperspectral image analysis and linear discriminant analysis. Sci. Justice 53(3), 270–277 (2013)CrossRef Li, B., Beveridge, P., O’Hare, W.T., et al.: The age estimation of blood stains up to 30 days old using visible wavelength hyperspectral image analysis and linear discriminant analysis. Sci. Justice 53(3), 270–277 (2013)CrossRef
19.
Zurück zum Zitat Fan, X., Liu, J., Liu, J., et al.: Mid-infrared self-Q-switched Er, Pr:CaF2 diode-pumped laser. Optics Lett. 41(20), 4660 (2016)CrossRef Fan, X., Liu, J., Liu, J., et al.: Mid-infrared self-Q-switched Er, Pr:CaF2 diode-pumped laser. Optics Lett. 41(20), 4660 (2016)CrossRef
20.
Zurück zum Zitat Zijistra, W.G., Buursma, A., Roest, W.P.M.D.: CLIN.CHEM. Absorption spectra of human fetal and adult oxyhemoglobin, de-oxyhemoglobin. Clin. Chem. 37(9), 1633–1638 (1991) Zijistra, W.G., Buursma, A., Roest, W.P.M.D.: CLIN.CHEM. Absorption spectra of human fetal and adult oxyhemoglobin, de-oxyhemoglobin. Clin. Chem. 37(9), 1633–1638 (1991)
21.
Zurück zum Zitat Yang, B., Yang, M., Plaza, A., et al.: Dual-mode FPGA implementation of target and anomaly detection algorithms for real-time hyperspectral imaging. IEEE J. Sel. Topics Appl. Earth Observations Rem. Sens. 8(6(SI)), 2950–2961 (2015)CrossRef Yang, B., Yang, M., Plaza, A., et al.: Dual-mode FPGA implementation of target and anomaly detection algorithms for real-time hyperspectral imaging. IEEE J. Sel. Topics Appl. Earth Observations Rem. Sens. 8(6(SI)), 2950–2961 (2015)CrossRef
22.
Zurück zum Zitat Edelman, G., Manti, V., van Ruth, S.M., et al.: Identification and age estimation of blood stains on colored backgrounds by near infrared spectroscopy. Forensic Sci. Int. 220(1–3), 239 (2012)CrossRef Edelman, G., Manti, V., van Ruth, S.M., et al.: Identification and age estimation of blood stains on colored backgrounds by near infrared spectroscopy. Forensic Sci. Int. 220(1–3), 239 (2012)CrossRef
23.
Zurück zum Zitat Binzoni, T., Humeauheurtier, A., Abraham, P., et al.: Blood perfusion values of laser speckle contrast imaging and laser Doppler flowmetry: is a direct comparison possible. IEEE Trans. Biomed. Eng. 60(5), 1259–1265 (2013)CrossRef Binzoni, T., Humeauheurtier, A., Abraham, P., et al.: Blood perfusion values of laser speckle contrast imaging and laser Doppler flowmetry: is a direct comparison possible. IEEE Trans. Biomed. Eng. 60(5), 1259–1265 (2013)CrossRef
24.
Zurück zum Zitat Motto-Ros, V., Negre, E., Pelascini, F., et al.: Precise alignment of the collection fiber assisted by real-time plasma imaging in laser-induced breakdown spectroscopy. Spectrochim. Acta B Atomic Spectrosc. 92(2), 60–69 (2014)CrossRef Motto-Ros, V., Negre, E., Pelascini, F., et al.: Precise alignment of the collection fiber assisted by real-time plasma imaging in laser-induced breakdown spectroscopy. Spectrochim. Acta B Atomic Spectrosc. 92(2), 60–69 (2014)CrossRef
25.
Zurück zum Zitat Laine, L.M., Biddau, M., Byron, O., et al.: Biochemical and structural characterization of the apicoplast dihydrolipoamide dehydrogenase of Plasmodium falciparum. Biosci. Rep. 35(1), 1–15 (2015)CrossRef Laine, L.M., Biddau, M., Byron, O., et al.: Biochemical and structural characterization of the apicoplast dihydrolipoamide dehydrogenase of Plasmodium falciparum. Biosci. Rep. 35(1), 1–15 (2015)CrossRef
Metadaten
Titel
The application of near-infrared reflectance hyperspectral imaging for the detection and extraction of bloodstains
verfasst von
Yuefeng Zhao
Nannan Hu
Yunuan Wang
Yonglei Liu
Xiaofei Li
Jingjing Wang
Publikationsdatum
28.02.2018
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe Sonderheft 4/2019
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-1869-9

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