TERRAIN ECHO PROBABILITY ASSIGNMENT BASED ON FULL-WAVEFORM AIRBORNE LASER SCANNING OBSERVABLES

Airborne laser scanning (ALS) has become a widely used method for da ta acquisition in various fields of engineering over the past few years. The latest generation of commercially available ALS systems, the so-called full-waveform ALS systems, are capable of detecting the whole backscattered waveform, which needs to be analysed in post-processing in order to detect the individual echoes. During this signal processing step additional observables, such as the a mplitude and the width of the backscattered echo, are derived. The hereby produced 3D point cloud holds additional information about the radiometric and geometric characteristics of the objects within the footprint area of the laser beam. In this paper point cloud sample s of different ground cover are examined regarding their distribution of amplitude and echo width. Subsequently, a method for employ ing these observables for the assignment of probabilities, whether an echo is more likely to stem from terrain or not, is presented. The se probabilities can also be interpreted as individual weights that are assigned to the single points and can be used in subsequent digital errain modelling (DTM) algorithms for a derivation of more accurate DTMs.

[1]  Martin Rutzinger,et al.  Detection of building regions using airborne LiDAR : a new combination of raster and point cloud based GIS methods , 2009 .

[2]  Y.-C. Lin,et al.  INTEGRATION OF FULL-WAVEFORM INFORMATION INTO THE AIRBORNE LASER SCANNING DATA FILTERING PROCESS , 2009 .

[3]  N. Pfeifer,et al.  Water surface mapping from airborne laser scanning using signal intensity and elevation data , 2009 .

[4]  N. Pfeifer,et al.  QUALITY MEASURES FOR DIGITAL TERRAIN MODELS , 2004 .

[5]  N. Pfeifer,et al.  DERIVATION OF DIGITAL TERRAIN MODELS IN THE SCOP++ ENVIRONMENT , 2001 .

[6]  Markus Hollaus,et al.  Diplomarbeit Analysis of full-waveform airborne laser scanning data for the improvement of DTM generation , 2008 .

[7]  N. Pfeifer,et al.  SEGMENTATION BASED ROBUST INTERPOLATION - A NEW APPROACH TO LASER DATA FILTERING , 2005 .

[8]  K. Kraus Photogrammetry: Geometry from Images and Laser Scans , 2007 .

[9]  G. Vosselman SLOPE BASED FILTERING OF LASER ALTIMETRY DATA , 2000 .

[10]  K. Kraus,et al.  FROM SINGLE-PULSE TO FULL-WAVEFORM AIRBORNE LASER SCANNERS: POTENTIAL AND PRACTICAL CHALLENGES , 2004 .

[11]  W. Wagner,et al.  3D vegetation mapping using small‐footprint full‐waveform airborne laser scanners , 2008 .

[12]  Wolfgang Wagner,et al.  ECHO DETECTION AND LOCALIZATION IN FULL-WAVEFORM AIRBORNE LASER SCANNER DATA USING THE AVERAGED SQUARE DIFFERENCE FUNCTION ESTIMATOR , 2008 .

[13]  Norbert Pfeifer,et al.  A Comprehensive Automated 3D Approach for Building Extraction, Reconstruction, and Regularization from Airborne Laser Scanning Point Clouds , 2008, Sensors.

[14]  Norbert Pfeifer,et al.  Optimisation of LiDAR derived terrain models for river flow modelling , 2008 .

[15]  Camillo Ressl,et al.  AUTOMATIC BREAK LINE DETERMINATION FOR THE GENERATION OF A DTM ALONG THE RIVER MAIN , 2009 .

[16]  P. Axelsson DEM Generation from Laser Scanner Data Using Adaptive TIN Models , 2000 .

[17]  W. Wagner,et al.  Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner , 2006 .

[18]  C. E. Harris,et al.  Laser Radar Systems , 1991 .

[19]  K. Kraus,et al.  Determination of terrain models in wooded areas with airborne laser scanner data , 1998 .

[20]  Uwe Soergel,et al.  A STOCHASTIC APPROACH FOR MODELLING AIRBORNE LIDAR WAVEFORMS , 2009 .

[21]  J. Hyyppä,et al.  Review of methods of small‐footprint airborne laser scanning for extracting forest inventory data in boreal forests , 2008 .

[22]  E. Næsset Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia , 2007 .

[23]  W. Karel DTM QUALITY ASSESSMENT , 2006 .

[24]  C. Briese,et al.  Archaeological prospection of forested areas using full-waveform airborne laser scanning , 2008 .