3-D laser imaging of drill core for fracture detection and Rock Quality Designation

Abstract The Rock Quality Designation (RQD) is a widely used parameter in empirical methods of estimating rock mass strength. This proof of concept research is a step toward the semi-automatic computation of the RQD and is based on 3-D imaging procedures and algorithms to detect fractures in drill core. The images were acquired with a triangulation-based 3-D laser digitizer. Each image file is a point cloud of spatially referenced measurements in Cartesian space. Variations in the z -coordinate (digitizer-to-target distance) were used to detect fractures in profile. Natural fractures were distinguished from mechanical breaks by measuring the angle, and quantifying the roughness, of the fracture trace. The algorithms use a binary centerline profile to measure intact lengths of core for the RQD calculation. This 3-D approach measures changes in the core surface, not intensity features and shadows as with 2-D photographs. Limitations arise when there is no detectable change in the z -coordinate.

[1]  Nicola Casagli,et al.  Semi-automatic extraction of rock mass structural data from high resolution LIDAR point clouds , 2011 .

[2]  T. R. Reid,et al.  A semi-automated methodology for discontinuity trace detection in digital images of rock mass exposures , 2000 .

[3]  Gianfranco Forlani,et al.  Advanced Geostructural Survey Methods Applied to Rock Mass Characterization , 2009 .

[4]  Denis Thibodeau,et al.  3D laser imaging for surface roughness analysis , 2013 .

[5]  Z. T. Bieniawski,et al.  Engineering classification of jointed rock masses , 1973 .

[6]  Xavier Maldague,et al.  An Evaluation of Image Analysis Algorithms for Constructing Discontinuity Trace Maps , 2003 .

[7]  Jianying Hu,et al.  Interactive road finding for aerial images , 1992, [1992] Proceedings IEEE Workshop on Applications of Computer Vision.

[8]  John Hadjigeorgiou,et al.  Where do the data come from? , 2012 .

[9]  J. P. Harrison,et al.  Automated tracing of rock mass discontinuities from digital images , 1997 .

[10]  Z. T. Bieniawski,et al.  The Geomechanics Classification In Rock Engineering Applications , 1979 .

[11]  Davide Brambilla,et al.  Surface and subsurface non-invasive investigations to improve the characterization of a fractured rock mass , 2012 .

[12]  Stephen D. McKinnon,et al.  3D laser imaging for joint orientation analysis , 2011 .

[13]  Lysandros Pantelidis Rock slope stability assessment through rock mass classification systems , 2009 .

[14]  D. Deb,et al.  Automatic detection and analysis of discontinuity geometry of rock mass from digital images , 2008, Comput. Geosci..

[15]  John Hadjigeorgiou,et al.  Discontinuity trace map construction using photographs of rock exposures , 2003 .

[16]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[17]  Nick Barton,et al.  Engineering classification of rock masses for the design of tunnel support , 1974 .

[18]  Claire Samson,et al.  The 2-D And 3-D Imaging of Core for Fracture Mapping , 2013 .

[19]  Mark S. Diederichs,et al.  Integration of three-dimensional laser scanning with discontinuum modelling for stability analysis of tunnels in blocky rockmasses , 2013 .

[20]  Carsten Steger,et al.  An Unbiased Detector of Curvilinear Structures , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[21]  Gessica Umili,et al.  A new method for automatic discontinuity traces sampling on rock mass 3D model , 2012, Comput. Geosci..

[22]  John M Kemeny,et al.  Block size distribution of in situ rock masses using digital image processing of drill core , 1997 .

[23]  J. Hadjigeorgiou,et al.  Rock mass characterization for underground hard rock mines , 1998 .

[24]  D. Stead,et al.  Close-range terrestrial digital photogrammetry and terrestrial laser scanning for discontinuity characterization on rock cuts , 2009 .

[25]  A. J. Hendron,et al.  Design Of Surface And Near-Surface Construction In Rock , 1966 .

[26]  Xavier Maldague,et al.  Image analysis of drill core , 2001 .

[27]  D. Deere The rock quality designation (rqd) index in practice , 1988 .

[28]  F. A. Monteiro Santos,et al.  Electromagnetic induction sounding and 3D laser imaging in support of a Mars methane analogue mission , 2013 .