Optimized free-form surface modeling of point clouds from laser-based measurement

References

• F. Hild, B. Amine, and R. Stéphane, “Damage measurements via DIC,” Int. J. Fract., vol. 191, no. 1–2, pp. 77–105, 2015. DOI: 10.1007/s10704-015-0004-7.
   Web of Science ®Google Scholar
• J. Gryzagoridis and F. Dirk, “Impact damage detection on composites using optical NDT techniques,” Insight-Non-Destructive Testing Condition Monitor., vol. 52, no. 5, pp. 248–251, 2010. DOI: 10.1784/insi.2010.52.5.248.
   Google Scholar
• N. Wang and C. Chongdu, “An investigation of the mechanical behaviors of [45/-45/0/90] ns satin weave composite at different loading rates,” Mech. Adv. Mater. Struct., vol. 22, no. 5, pp. 367–375, 2015. DOI: 10.1080/15376494.2012.736061.
   Web of Science ®Google Scholar
• S. Sfarra, C. Ibarra-Castanedo, and N. P. Avdelidis, “A comparative investigation for the nondestructive testing of honeycomb structures by holographic interferometry and infrared thermography,” J. Phys. Conf. Series, vol. 214, pp. 012071, 2010. DOI: 10.1088/1742-6596/214/1/012071.
   Google Scholar
• P. Duchene, S. Chaki, A. Ayadi, and P. Krawczak, “A review of non-destructive techniques used for mechanical damage assessment in polymer composites,” J. Mater. Sci., vol. 53, no. 11, pp. 7915–7938, 2018. DOI: 10.1007/s10853-018-2045-6.
   Web of Science ®Google Scholar
• Y. K. Zhu, G. Y. Tian, R. S. Lu, and H. Zhang, “A review of optical NDT technologies,” Sensors, vol. 11, no. 8, pp. 7773–7798, 2011. DOI: 10.3390/s110807773.
   PubMed Web of Science ®Google Scholar
• D. Li, S. C. M. Ho, G. Song, L. Ren, and H. Li, “A review of damage detection methods for wind turbine blades,” Smart Mater. Struct., vol. 24, no. 3, pp. 033001, 2015.DOI: 10.1088/0964-1726/24/3/033001.
   Web of Science ®Google Scholar
• K. J. Vössing and N. Ernst, “Nondestructive assessment and imaging methods for internal inspection of timber. A review,” Holzforschung, vol. 72, no. 6, pp. 467–476, 2018. DOI: 10.1515/hf-2017-0122.
   Web of Science ®Google Scholar
• T. Christman, A. Needleman, S. Nutt, and S. Suresh, “On microstructural evolution and micromechanical modelling of deformation of a whisker-reinforced metal-matrix composite,” Mater. Sci. Eng., vol. 107, pp. 49–61, 1989. DOI: 10.1016/0921-5093(89)90374-2.
   Google Scholar
• V. P. W. Shim, V. B. C. Tan, and T. E. Tay, “Modelling deformation and damage characteristics of woven fabric under small projectile impact,” Int. J. Impact Eng., vol. 16, no. 4, pp. 585–605, 1995. DOI: 10.1016/0734-743X(94)00063-3.
   Web of Science ®Google Scholar
• L. Taleb, G. Cailletaud, and K. Saï, “Experimental and numerical analysis about the cyclic behavior of the 304L and 316L stainless steels at 350 C,” Int. J. Plasticity, vol. 61, pp. 32–48, 2014. DOI: 10.1016/j.ijplas.2014.05.006.
   Web of Science ®Google Scholar
• E. Carrera, A. G. de Miguel, and A. Pagani, “Component-wise analysis of laminated structures by hierarchical refined models with mapping features and enhanced accuracy at layer to fiber-matrix scales,” Mech. Adv. Mater. Struct., vol. 25, no. 14, pp. 1224–1238, 2018. DOI: 10.1080/15376494.2017.1396631.
   Web of Science ®Google Scholar
• S. Atamturktur, J. Hegenderfer, B. Williams, M. Egeberg, R. A. Lebensohn, and C. Unal, “A resource allocation framework for experiment-based validation of numerical models,” Mech. Adv. Mater. Struct., vol. 22, no. 8, pp. 641–654, 2015. DOI: 10.1080/15376494.2013.828819.
   Web of Science ®Google Scholar
• W. Wajda and H. Paul, “Influence of grain misorientation on material hardening on example of aluminium bicrystals deformed in channel die at 77K,” Mech. Adv. Mater. Struct., vol. 14, no. 8, pp. 687–697, 2007. DOI: 10.1080/15376490701681469.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, and I. Neumann, “The benefit of 3D laser scanning technology in the generation and calibration of FEM models for health assessment of concrete structures,” Sensors, vol. 14, no. 11, pp. 21889–21904, 2014. DOI: 10.3390/s141121889.
   PubMed Web of Science ®Google Scholar
• X. Xu, B. Kargoll, J. Bureick, H. Yang, H. Alkhatib, and I. Neumann, “TLS-based profile model analysis of major composite structures with robust B-spline method,” Compos. Struct., vol. 184, pp. 814–820, 2018. DOI: 10.1016/j.compstruct.2017.10.057.
   Web of Science ®Google Scholar
• A. Khaloo and D. Lattanzi, “Robust normal estimation and region growing segmentation of infrastructure 3D point cloud models,” Adv. Eng. Inform., vol. 34, pp. 1–16, 2017. DOI: 10.1016/j.aei.2017.07.002.
   Web of Science ®Google Scholar
• H. Yang, M. Omidalizarandi, X. Xu, and I. Neumann, “Terrestrial laser scanning technology for deformation monitoring and surface modeling of arch structures,” Compos. Struct., vol. 169, pp. 173–179, 2017. DOI: 10.1016/j.compstruct.2016.10.095.
   Web of Science ®Google Scholar
• X. Xu, H. Yang, Y. Zhang, and I. Neumann, “Intelligent 3D data extraction method for deformation analysis of composite structures,” Compos. Struct., vol. 203, pp. 254–258, 2018. DOI: 10.1016/j.compstruct.2018.07.003.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, and I. Neumann, “Laser scanning-based updating of a finite-element model for structural health monitoring,” IEEE Sensors J., vol. 16, no. 7, pp. 2100–2104, 2016. DOI: 10.1109/JSEN.2015.2508965.
   Web of Science ®Google Scholar
• X. Xu, H. Yang, and I. Neumann, “A feature extraction method for deformation analysis of large-scale composite structures based on TLS measurement,” Compos. Struct., vol. 184, pp. 591–596, 2018. DOI: 10.1016/j.compstruct.2017.09.087.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, and I. Neumann, “Optimal finite element model with response surface methodology for concrete structures based on terrestrial laser scanning technology,” Compos. Struct., vol. 183, pp. 2–6, 2018. DOI: 10.1016/j.compstruct.2016.11.012.
   Web of Science ®Google Scholar
• X. Xu, J. Bureick, H. Yang, B. Kargoll, and I. Neumann, “TLS-based composite structure deformation analysis validated with laser tracker,” Compos. Struct., vol. 202, pp. 60–65, 2018. DOI: 10.1016/j.compstruct.2017.10.015.
   Web of Science ®Google Scholar
• R. Romero-Zaliz, J. F. Reinoso, and D. Barrera, “Minimizing B-spline knots in representative road axis from GPS points cloud,” Math. Methods Appl. Sci., vol. 39, no. 16, pp. 4773–4779, 2016. DOI: 10.1002/mma.3772.
   Web of Science ®Google Scholar
• H. Chen and J. Shen, “Denoising of point cloud data for computer-aided design, engineering, and manufacturing,” Eng. Comput, vol. 34, no. 3, pp. 523–541, 2018. DOI: 10.1007/s00366-017-0556-4.
   Web of Science ®Google Scholar
• J. Aichinger and V. Schwieger, “Influence of scanning parameters on the estimation accuracy of control points of B-spline surfaces,” J. Appl. Geodesy, vol. 12, no. 2, pp. 157–167, 2018. DOI: 10.1515/jag-2017-0042.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, B. Kargoll, and I. Neumann, “An automatic and intelligent optimal surface modeling method for composite tunnel structures,” Compos. Struct., vol. 208, pp. 702–710, 2019. DOI: 10.1016/j.compstruct.2018.09.082.
   Web of Science ®Google Scholar
• E. M. Garau and R. Vázquez, “Algorithms for the implementation of adaptive isogeometric methods using hierarchical B-splines,” Appl. Numer. Math., vol. 123, pp. 58–87, 2018. DOI: 10.1016/j.apnum.2017.08.006.
   Web of Science ®Google Scholar
• X. Zhao, B. Kargoll, M. Omidalizarandi, X. Xu, and H. Alkhatib, “Model selection for parametric surfaces approximating 3D point clouds for deformation analysis,” Remote Sens., vol. 10, no. 4, pp. 634, 2018. DOI: 10.3390/rs10040634.
   Google Scholar
• D. A. Williams, “Discrimination between regression models to determine the pattern of enzyme synthesis in synchronous cell cultures,” Biometrics, vol. 26, no. 1, pp. 23–32, 1970. DOI: 10.2307/2529041.
   PubMed Web of Science ®Google Scholar
• S. Soudarissanane, R. Lindenbergh, M. Menenti, and P. Teunissen, “Scanning geometry: Influencing factor on the quality of terrestrial laser scanning points,” ISPRS J. Photogramm. Remote Sens., vol. 66, no. 4, pp. 389–399, 2011. DOI: 10.1016/j.isprsjprs.2011.01.005.
   Google Scholar
• A. Alesadi, M. Galehdari, and S. Shojaee, “Free vibration and buckling analysis of cross-ply laminated composite plates using Carrera's unified formulation based on Isogeometric approach,” Comput. Struct., vol. 183, pp. 38–47, 2017. DOI: 10.1016/j.compstruc.2017.01.013.
   Web of Science ®Google Scholar
• A. Alesadi, M. Galehdari, and S. Shojaee, “Free vibration and buckling analysis of composite laminated plates using layerwise models based on isogeometric approach and Carrera unified formulation,” Mech. Adv. Mater. Struct., vol. 25, no. 12, pp. 1018–1032, 2018. DOI: 10.1080/15376494.2017.1342883.
   Web of Science ®Google Scholar
• C. H. Thai, H. Nguyen-Xuan, S. P. A. Bordas, N. Nguyen-Thanh, and T. Rabczuk, “Isogeometric analysis of laminated composite plates using the higher-order shear deformation theory,” Mech. Adv. Mater. Struct., vol. 22, no. 6, pp. 451–469, 2015. DOI: 10.1080/15376494.2013.779050.
   Web of Science ®Google Scholar
• L. Piegl and W. Tiller, The NURBS Book, Springer Science & Business Media, New York, 2012.
   Google Scholar
• D. Wujanz, M. Burger, F. Tschirschwitz, T. Nietzschmann, F. Neitzel, and T. Kersten, “Determination of intensity-based stochastic models for terrestrial laser scanners utilising 3D-point clouds,” Sensors, vol. 18, no. 7, pp. 2187, 2018. DOI: 10.3390/s18072187.
   Web of Science ®Google Scholar
• V. Mehrad, D. Xue, and P. Gu, “Prediction of surface reconstruction uncertainties for freeform surface inspection,” Measurement, vol. 46, no. 8, pp. 2682–2694, 2013. DOI: 10.1016/j.measurement.2013.04.025.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, and I. Neumann, “Deformation behavior analysis of composite structures under monotonic loads based on terrestrial laser scanning technology,” Compos. Struct., vol. 183, pp. 594–599, 2018. DOI: 10.1016/j.compstruct.2017.07.011.
   Web of Science ®Google Scholar
• X. Xu, H. Yang, and I. Neumann, “Time-efficient filtering method for three-dimensional point clouds data of tunnel structures,” Adv. Mech. Eng., vol. 10, no. 5, pp. 1–6, 2018.
   Web of Science ®Google Scholar
• H. Yang, X. Xu, W. Xu, and I. Neumann, “Terrestrial laser scanning-based deformation analysis for arch and beam structures,” IEEE Sens. J., vol. 17, pp. 4605–4611, 2017.
   Web of Science ®Google Scholar
• X. Xu, X. Zhao, H. Yang, and I. Neumann, “TLS-based feature extraction and 3D modeling for arch structures,” J. Sens., vol. 17, pp. 9124254, 2017. DOI: 10.1155/2017/9124254.
   Google Scholar
• H. Yang and X. Xu, “Network method for deformation analysis of three-dimensional point cloud with terrestrial laser scanning sensor,” Int. J. Distrib. Sens. N, vol. 14, no. 11, pp. 1–7, 2018. DOI: 10.1177/1550147718814139.
   Web of Science ®Google Scholar