Skip to main content
Top

2016 | OriginalPaper | Chapter

Pavement Transverse Profile Roughness via Weakly Calibrated Laser Triangulation

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

Published in: Intelligent Computing Methodologies

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference 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.
go back to reference Zhang, Z.Y.: Laser Pavement Detection System. Chang’an University (2015) Zhang, Z.Y.: Laser Pavement Detection System. Chang’an University (2015)
3.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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)
Metadata
Title
Pavement Transverse Profile Roughness via Weakly Calibrated Laser Triangulation
Authors
Yingkui Du
Panli He
Nan Wang
Xiaowei Han
Zhonghu Yuan
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-42297-8_18

Premium Partner