3D Point Cloud Model Color Adjustment by Combining Terrestrial Laser Scanner and Close Range Photogrammetry Datasets

3D models obtained with advanced survey techniques such as close-range photogrammetry and laser scanner are nowadays particularly appreciated in Cultural Heritage and Archaeology fields. In order to produce high quality models representing archaeological evidences and anthropological artifacts, the appearance of the model (i.e. color) beyond the geometric accuracy, is not a negligible aspect. The integration of the close-range photogrammetry survey techniques with the laser scanner is still a topic of study and research. By combining point cloud data sets of the same object generated with both technologies, or with the same technology but registered in different moment and/or natural light condition, could construct a final point cloud with accentuated color dissimilarities. In this paper, a methodology to uniform the different data sets, to improve the chromatic quality and to highlight further details by balancing the point color will be presented. Keywords—Color models, cultural heritage, laser scanner, photogrammetry, point cloud color.

[1]  Alvy Ray Smith,et al.  HWB - A More Intuitive Hue-Based Color Model , 1996, J. Graphics, GPU, & Game Tools.

[2]  H. Otani,et al.  COMPARISON AND EVALUATION OF LASER SCANNING AND PHOTOGRAMMETRY AND THEIR COMBINED USE FOR DIGITAL RECORDING OF CULTURAL HERITAGE , 2004 .

[3]  Xiao Wang,et al.  MATLAB tools for lidar data conversion, visualization, and processing , 2011, International Symposium on Lidar and Radar Mapping Technologies.

[4]  Luigi Fregonese,et al.  COMPARISON BETWEEN LASER SCANNING AND AUTOMATED 3D MODELLING TECHNIQUES TO RECONSTRUCT COMPLEX AND EXTENSIVE CULTURAL HERITAGE AREAS , 2013 .

[5]  Alvy Ray Smith,et al.  Color gamut transform pairs , 1978, SIGGRAPH.

[6]  Maren Lindstaedt,et al.  3D RECORDING, MODELLING AND VISUALISATION OF THE FORTIFICATION KRISTIANSTEN IN TRONDHEIM (NORWAY) BY PHOTOGRAMMETRIC METHODS AND TERRESTRIAL LASER SCANNING IN THE FRAMEWORK OF ERASMUS PROGRAMMES , 2015 .

[7]  Andre Samberg,et al.  AN IMPLEMENTATION OF THE ASPRS LAS STANDARD , 2007 .

[8]  M. Pepe,et al.  A MATLAB GEODETIC SOFTWARE FOR PROCESSING AIRBORNE LIDAR BATHYMETRY DATA , 2015 .

[9]  Tania Landes,et al.  Comparison methods of terrestrial laser scanning, photogrammetry and tacheometry data for recording of cultural heritage buildings , 2008 .

[10]  Massimiliano Pepe,et al.  Two Approaches for Dense DSM Generation from Aerial Digital Oblique Camera System , 2016, GISTAM.

[11]  Ken Fishkin A fast HSL-to-RGB transform , 1990 .

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

[13]  Li Zhang,et al.  Comparison of DSMs generated from mini UAV imagery and terrestrial laser scanner in a cultural heritage application , 2006 .