Mobile LiDAR System: New Possibilities for the Documentation and Dissemination of Large Cultural Heritage Sites

Mobile LiDAR System is an emerging technology that combines multiple sensors. Active sensors, together with Inertial and Global Navigation System, are synchronized on a mobile platform to produce an accurate and precise geospatial 3D point cloud. They allow obtaining a large amount of georeferenced 3D information in a fast and efficient way, which can be used in several applications such as the 3D recording and reconstruction of complex urban areas and/or landscapes. In this study the Mobile LiDAR System is applied in the field of Cultural Heritage aiming to evaluate its performance with the purpose to document, divulgate, or to develop an architectural analysis. This study was focused on the Medieval Wall of Avila (Spain) and, specifically, the performed accuracy tests were applied in the “Alcazar” gate (National Monument from 1884). The Mobile LiDAR System is then compared to the most commonly employed active sensors (Terrestrial Laser Scanner) for large Cultural Heritage sites in regard to time, accuracy and resolution of the point cloud. The discrepancies between both technologies are established comparing directly the 3D point clouds generated, highlighting the errors affecting the architectural structures. Consequently, and based on a detailed geometrical analysis, an optimization methodology is proposed, establishing a segmented and classified cluster for the structures. Furthermore, three main clusters are settled, according to the curvature: (i) planar or low curvature; (ii) cylindrical, mild transitions and medium curvature; and (iii) the abrupt transitions of high curvature. The obtained 3D point clouds in each cluster are analyzed and optimized, considering the reference spatial sampling, according to a confidence interval and the feature curvature. The presented results suggest that Mobile LiDAR System is an optimal approach, allowing a high-speed data acquisition and providing an adequate accuracy for large Cultural Heritage sites.

[1]  D. Lague,et al.  Accurate 3D comparison of complex topography with terrestrial laser scanner: Application to the Rangitikei canyon (N-Z) , 2013, 1302.1183.

[2]  Gabriele Guidi,et al.  Image-based 3D capture of cultural heritage artifacts an experimental study about 3D data quality , 2015, 2015 Digital Heritage.

[3]  Sudhagar Nagarajan,et al.  Development of Mobile Mapping System for 3D Road Asset Inventory , 2016, Sensors.

[4]  N. David,et al.  Stereopolis II: A multi-purpose and multi-sensor 3D mobile mapping system for street visualisation and 3D metrology , 2014 .

[5]  Fabio Remondino,et al.  Airborne LiDAR acquisition, post-processing and accuracy-checking for a 3D WebGIS of Copan, Honduras , 2016 .

[6]  Pablo Rodríguez-Gonzálvez,et al.  Multispectral Radiometric Analysis of Façades to Detect Pathologies from Active and Passive Remote Sensing , 2016, Remote. Sens..

[7]  Samsung Lim,et al.  Accuracy assessment of a mobile terrestrial lidar survey at Padre Island National Seashore , 2013 .

[8]  Hsi-Yung Feng,et al.  A Point Cloud Simplification Algorithm for Mechanical Part Inspection , 2006, BASYS.

[9]  Craig L. Glennie,et al.  Synthesis of Transportation Applications of Mobile LIDAR , 2013, Remote. Sens..

[10]  Pedro Cano,et al.  Using a Cultural Heritage Information System for the documentation of the restoration process , 2013, 2013 Digital Heritage International Congress (DigitalHeritage).

[11]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[12]  Joachim Höhle The Assessment of the Absolute Planimetric Accuracy of Airborne Laserscanning , 2011 .

[13]  Klaus Schilling,et al.  Evaluation of a Backpack-Mounted 3D Mobile Scanning System , 2015, Remote. Sens..

[14]  Michael Bosse,et al.  Efficiently capturing large, complex cultural heritage sites with a handheld mobile 3D laser mapping system , 2014 .

[15]  Federico Tombari,et al.  Performance Evaluation of 3D Keypoint Detectors , 2011, 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission.

[16]  Klaus Schilling,et al.  ROBOTIC MAPPING OF CULTURAL HERITAGE SITES , 2015 .

[17]  David Levin,et al.  The approximation power of moving least-squares , 1998, Math. Comput..

[18]  Céline Daher,et al.  Raman Spectroscopy of cultural heritage Materials: Overview of Applications and New Frontiers in Instrumentation, Sampling Modalities, and Data Processing , 2016, Topics in Current Chemistry.

[19]  T. Schulz Calibration of a terrestrial laser scanner for engineering geodesy , 2008 .

[20]  Jorge García-Gutiérrez,et al.  Modelling stand biomass fractions in Galician Eucalyptus globulus plantations by use of different LiDAR pulse densities , 2013 .

[21]  Fabio Remondino,et al.  Heritage Recording and 3D Modeling with Photogrammetry and 3D Scanning , 2011, Remote. Sens..

[22]  Paolo Salonia,et al.  ARIS - A Robotic Approach to Digitization of Indoor and Underground Cultural Heritage Sites , 2015 .

[23]  Pablo Rodríguez-Gonzálvez,et al.  ACCURACY EVALUATION OF A MOBILE MAPPING SYSTEM WITH ADVANCED STATISTICAL METHODS , 2015 .

[24]  K. Moffett,et al.  Remote Sens , 2015 .

[25]  Norbert Haala,et al.  Mobile LiDAR mapping for urban data capture , 2008 .

[26]  S. J. Oude Elberink,et al.  RAIL TRACK DETECTION AND MODELLING IN MOBILE LASER SCANNER DATA , 2013 .

[27]  Diego González-Aguilera,et al.  Confronting Passive and Active Sensors with Non-Gaussian Statistics , 2014, Sensors.

[28]  Michael Bosse,et al.  Zebedee: Design of a Spring-Mounted 3-D Range Sensor with Application to Mobile Mapping , 2012, IEEE Transactions on Robotics.

[29]  Claus Brenner,et al.  ACCURACY ASSESSMENT OF MOBILE MAPPING POINT CLOUDS USING THE EXISTING ENVIRONMENT AS TERRESTRIAL REFERENCE , 2016 .

[30]  Markus H. Gross,et al.  Efficient simplification of point-sampled surfaces , 2002, IEEE Visualization, 2002. VIS 2002..

[31]  M. Devrim Mehmet Devrim Akça FULL AUTOMATIC REGISTRATION OF LASER SCANNER POINT CLOUDS , 2003 .

[32]  Bisheng Yang,et al.  A shape-based segmentation method for mobile laser scanning point clouds , 2013 .

[33]  Cyrill Stachniss,et al.  Exploration and mapping of catacombs with mobile robots , 2013, 2013 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR).

[34]  Cheng Wang,et al.  AUTOMATIC RAILWAY POWER LINE EXTRACTION USING MOBILE LASER SCANNING DATA , 2016 .

[35]  J. Hyyppä,et al.  QUALITY ANALYSIS AND CORRECTION OF MOBILE BACKPACK LASER SCANNING DATA , 2016 .

[36]  Pedro Arias,et al.  Review of mobile mapping and surveying technologies , 2013 .

[38]  D. Conforti,et al.  LYNX MOBILE MAPPER FOR SURVEYING CITY CENTERS AND HIGHWAYS , 2012 .

[39]  François Goulette,et al.  On the Diagnostic of Road Pathway Visibility , 2016, ArXiv.

[40]  Livio De Luca,et al.  Web visualization of complex reality-based 3D models with NUBES , 2013, 2013 Digital Heritage International Congress (DigitalHeritage).

[41]  Pablo Rodríguez-Gonzálvez,et al.  3D SURVEYING & MODELING OF UNDERGROUND PASSAGES IN WWI FORTIFICATIONS , 2015 .

[42]  Marco Soave,et al.  3D web visualization of huge CityGML models , 2015 .

[43]  Diego González-Aguilera,et al.  ON THE USE OF LASER SCANNER AND PHOTOGRAMMETRY FOR THE GLOBAL DIGITIZATION OF THE MEDIEVAL WALLS OF AVILA , 2010 .

[44]  Diego González-Aguilera,et al.  Accuracy assessment of airborne laser scanner dataset by means of parametric and non-parametric statistical methods , 2015 .

[45]  Guang Zheng,et al.  Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest , 2011, Remote. Sens..

[46]  Sisi Zlatanova,et al.  Comparison of ZEB1 and Leica C10 indoor laser scanning point clouds , 2016 .

[47]  D González-Aguilera,et al.  Trimble GX200 and Riegl LMS-Z390i sensor self-calibration. , 2011, Optics express.

[48]  Katharine M. Johnson,et al.  Rediscovering the lost archaeological landscape of southern New England using airborne light detection and ranging (LiDAR) , 2014 .

[49]  Pedro Arias,et al.  NDT Documentation and Evaluation of the Roman Bridge of Lugo Using GPR and Mobile and Static LiDAR , 2015 .

[50]  Paolo Salonia,et al.  Digitizing indoor and underground cultural heritage sites with robots , 2016 .

[51]  Jose Alberto Torres-Martínez,et al.  A Multi-Data Source and Multi-Sensor Approach for the 3D Reconstruction and Web Visualization of a Complex Archaelogical Site: The Case Study of "Tolmo De Minateda" , 2016, Remote. Sens..

[52]  Sébastien Bauwens,et al.  Forest Inventory with Terrestrial LiDAR: A Comparison of Static and Hand-Held Mobile Laser Scanning , 2016 .

[53]  Diego González-Aguilera,et al.  Metrological comparison of terrestrial laser scanning systems Riegl LMS Z390i and Trimble GX , 2011 .