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2016 | OriginalPaper | Buchkapitel

Pavement Transverse Profile Roughness via Weakly Calibrated Laser Triangulation

verfasst von : Yingkui Du, Panli He, Nan Wang, Xiaowei Han, Zhonghu Yuan

Erschienen in: Intelligent Computing Methodologies

Verlag: Springer International Publishing

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Abstract

A weakly calibrated monocular and line structured light based pavement transverse profile measurement method is proposed. Combining the linearization approximation of the laser triangulation, the weakly correlation of the road roughness national standard and the system calibration parameters was deduced. The problem of complicate system calibration in existed methods was transferred into a single factor calibration process. A second-order Gaussian filter was designed to enhance the laser curve and suppress the disturbance of lane markings efficiently utilizing the unique tubular feature of the laser curve intensity distribution. The results of the virtual camera simulation and real image experiments validated the robustness of proposed method and the error can be limited in the 10−4 order of magnitudes.

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Literatur
1.
Zurück zum Zitat Xu, W.B.: Detection and control technology of highway pavement roughness. Highway 9(9), 150–151 (2014) Xu, W.B.: Detection and control technology of highway pavement roughness. Highway 9(9), 150–151 (2014)
2.
Zurück zum Zitat Zhang, Z.Y.: Laser Pavement Detection System. Chang’an University (2015) Zhang, Z.Y.: Laser Pavement Detection System. Chang’an University (2015)
3.
Zurück zum Zitat Ma, Y.K., Wang, Z.Y., Yang, G.W., et al.: A system based on structured-light sensors for measurement of pavement evenness. Chin. J. Sens. Actuators 26(11), 1597–1603 (2013)MathSciNet Ma, Y.K., Wang, Z.Y., Yang, G.W., et al.: A system based on structured-light sensors for measurement of pavement evenness. Chin. J. Sens. Actuators 26(11), 1597–1603 (2013)MathSciNet
4.
Zurück zum Zitat Xie, J.: Study on Surface Flatness Detection Method Based on Machine Vision. Central South University, Changsha (2014) Xie, J.: Study on Surface Flatness Detection Method Based on Machine Vision. Central South University, Changsha (2014)
5.
Zurück zum Zitat Kumar, P., Lewis, P., McElhinney, C.P., et al.: An algorithm for automated estimation of road roughness from mobile laser scanning data. Photogram. Rec. 30(149), 30–45 (2015)CrossRef Kumar, P., Lewis, P., McElhinney, C.P., et al.: An algorithm for automated estimation of road roughness from mobile laser scanning data. Photogram. Rec. 30(149), 30–45 (2015)CrossRef
6.
Zurück zum Zitat Frangi, A.F., Niessen, W.J., Vincken, K.L., Viergever, M.A.: Multiscale vessel enhancement filtering. In: Wells, W.M., Colchester, A.C., Delp, S.L. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 130–137. Springer, Heidelberg (1998)CrossRef Frangi, A.F., Niessen, W.J., Vincken, K.L., Viergever, M.A.: Multiscale vessel enhancement filtering. In: Wells, W.M., Colchester, A.C., Delp, S.L. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 130–137. Springer, Heidelberg (1998)CrossRef
7.
Zurück zum Zitat Yuan, Y., Luo, Y., Chung, A.C.S.: VE-LLI-VO: vessel enhancement using local line integrals and variational optimization. IEEE Trans. Image Process. 20(7), 1912–1924 (2011)MathSciNetCrossRef Yuan, Y., Luo, Y., Chung, A.C.S.: VE-LLI-VO: vessel enhancement using local line integrals and variational optimization. IEEE Trans. Image Process. 20(7), 1912–1924 (2011)MathSciNetCrossRef
8.
Zurück zum Zitat Yan, S., Li, D.G., Yu, Z.L.: Analysis of laser triangulation displacement sensor and parameters optimization design. Electron. Meas. Technol. 35(10), 21–24 (2012) Yan, S., Li, D.G., Yu, Z.L.: Analysis of laser triangulation displacement sensor and parameters optimization design. Electron. Meas. Technol. 35(10), 21–24 (2012)
9.
Zurück zum Zitat Li, X.Q., Lu, Z.X., Zhao, L.Y., et al.: The measurement of three-dimensional road roughness based on laser triangulation. Adv. Mater. Res. 346, 812–816 (2012)CrossRef Li, X.Q., Lu, Z.X., Zhao, L.Y., et al.: The measurement of three-dimensional road roughness based on laser triangulation. Adv. Mater. Res. 346, 812–816 (2012)CrossRef
10.
Zurück zum Zitat Cohen, E., Cohen, L.D., Zeevi, Y.Y.: Texture enhancement using diffusion process with potential. In: 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel (IEEEI), pp. 1–5. IEEE (2014) Cohen, E., Cohen, L.D., Zeevi, Y.Y.: Texture enhancement using diffusion process with potential. In: 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel (IEEEI), pp. 1–5. IEEE (2014)
11.
Zurück zum Zitat Tian, D., Xue, D., Wang, D.: A fractional-order adaptive regularization primal-dual algorithm for image denoising. Inf. Sci. 296(1), 147–159 (2015)MathSciNetCrossRef Tian, D., Xue, D., Wang, D.: A fractional-order adaptive regularization primal-dual algorithm for image denoising. Inf. Sci. 296(1), 147–159 (2015)MathSciNetCrossRef
12.
Zurück zum Zitat He, Q., Yan, L.: Algorithm of edge detection based on Log and Canny operator. Comput. Eng. 37(3), 210–212 (2011)MathSciNet He, Q., Yan, L.: Algorithm of edge detection based on Log and Canny operator. Comput. Eng. 37(3), 210–212 (2011)MathSciNet
13.
Zurück zum Zitat Fan, H.J., et al.: A new open curve detection algorithm for extracting the laser lines on the road (2011) Fan, H.J., et al.: A new open curve detection algorithm for extracting the laser lines on the road (2011)
14.
Zurück zum Zitat Zhao, Y., Lin, H.-W., Bao, H.-J.: Local progressive interpolation for subdivision surface fitting. J. Comput. Res. Dev. 49(8), 1699–1707 (2015) Zhao, Y., Lin, H.-W., Bao, H.-J.: Local progressive interpolation for subdivision surface fitting. J. Comput. Res. Dev. 49(8), 1699–1707 (2015)
15.
Zurück zum Zitat Akima, H.: A new method of interpolation and smooth curve fitting based on local procedures. J. ACM (JACM) 17(4), 589–602 (1970)CrossRefMATH Akima, H.: A new method of interpolation and smooth curve fitting based on local procedures. J. ACM (JACM) 17(4), 589–602 (1970)CrossRefMATH
16.
Zurück zum Zitat Athawale, T., Entezari, A.: Uncertainty quantification in linear interpolation for isosurface extraction. IEEE Trans. Vis. Comput. Graph. 19(12), 2723–2732 (2013)CrossRef Athawale, T., Entezari, A.: Uncertainty quantification in linear interpolation for isosurface extraction. IEEE Trans. Vis. Comput. Graph. 19(12), 2723–2732 (2013)CrossRef
17.
Zurück zum Zitat Chkifa, A., Cohen, A., Schwab, C.: High-dimensional adaptive sparse polynomial interpolation and applications to parametric PDEs. Found. Comput. Math. 14(4), 601–633 (2014)MathSciNetCrossRefMATH Chkifa, A., Cohen, A., Schwab, C.: High-dimensional adaptive sparse polynomial interpolation and applications to parametric PDEs. Found. Comput. Math. 14(4), 601–633 (2014)MathSciNetCrossRefMATH
18.
Zurück zum Zitat Hu, S.-B., Shao, P.: Improved nearest neighbor interpolators based on confidence region in medical image registration. Biomed. Signal Process. Control 7(5), 525–536 (2012)MathSciNetCrossRef Hu, S.-B., Shao, P.: Improved nearest neighbor interpolators based on confidence region in medical image registration. Biomed. Signal Process. Control 7(5), 525–536 (2012)MathSciNetCrossRef
19.
Zurück zum Zitat Hong, S.-H., Truong, T.-K., Lin, T.-C., et al.: Novel approaches to the parametric cubic-spline interpolation. IEEE Trans. Image Process. 22(3), 1233–1241 (2013)MathSciNetCrossRef Hong, S.-H., Truong, T.-K., Lin, T.-C., et al.: Novel approaches to the parametric cubic-spline interpolation. IEEE Trans. Image Process. 22(3), 1233–1241 (2013)MathSciNetCrossRef
20.
Zurück zum Zitat Angeles, J., López-Cajún, C.S.: Optimization of Cam Mechanisms. Springer Science & Business Media, Dordrecht (2012)MATH Angeles, J., López-Cajún, C.S.: Optimization of Cam Mechanisms. Springer Science & Business Media, Dordrecht (2012)MATH
21.
Zurück zum Zitat Sun, Q.C., Zhou, Y.Z., Ning, C., et al.: A sub-pixel edge detection method based on cubic spline interpolation. Control Eng. China 21(2), 290–293 (2014) Sun, Q.C., Zhou, Y.Z., Ning, C., et al.: A sub-pixel edge detection method based on cubic spline interpolation. Control Eng. China 21(2), 290–293 (2014)
Metadaten
Titel
Pavement Transverse Profile Roughness via Weakly Calibrated Laser Triangulation
verfasst von
Yingkui Du
Panli He
Nan Wang
Xiaowei Han
Zhonghu Yuan
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-42297-8_18

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