Calibration of full-waveform airborne laser scanning data for object classification

Small-footprint airborne laser scanners with waveform-digitizing capabilities are becoming increasingly available. Waveform-digitizing laser scanners seize the physical measurement process in its entire complexity. This leads the way to the possibility of deriving the backscatter cross section which is a measure of the electromagnetic energy intercepted and reradiated by objects. The cross section can be obtained by firstly decomposing the echo waveform in several distinct echoes, whereas for each echo its range, amplitude and width are known. Then the radar equation can be used for calibrating the waveform measurements using external reference targets with known backscatter cross sections. The final outcome is a 3D point cloud where each point represents one scatterer with a given cross section and echo width. Using these physical attributes and various geometric criteria the point cloud can be segmented or classified. In this paper this procedure is demonstrated based on waveform measurements acquired by the RIEGL LMS-Q560 sensor. The cross section of the homogenous reference targets is estimated with a RIEGL reflectometer and Spectralon® targets.

[1]  Wolfgang Wagner,et al.  WAVEFORM ANALYSIS TECHNIQUES IN AIRBORNE LASER SCANNING , 2007 .

[2]  P. Sterzai,et al.  Radiometric correction in laser scanning , 2006 .

[3]  E. Næsset Estimating timber volume of forest stands using airborne laser scanner data , 1997 .

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

[5]  C. cohen-tannoudji,et al.  Quantum Mechanics: , 2020, Fundamentals of Physics II.

[6]  Michael Doneus,et al.  Digital Terrain Modelling for Archaeological Interpretation within Forested Areas using Full-Waveform Laserscanning , 2006, VAST.

[7]  Markus Hollaus,et al.  Airborne Laser Scanning of Forest Stem Volume in a Mountainous Environment , 2007, Sensors (Basel, Switzerland).

[8]  C. Hug,et al.  LITEMAPPER-5600 – A WAVEFORM-DIGITIZING LIDAR TERRAIN AND VEGETATION MAPPING SYSTEM , 2004 .

[9]  J. Linnett,et al.  Quantum mechanics , 1975, Nature.

[10]  J. Holmgren,et al.  TREE SPECIES CLASSIFICATION OF INDIVIDUAL TREES IN SWEDEN BY COMBINING HIGH RESOLUTION LASER DATA WITH HIGH RESOLUTION NEAR-INFRARED DIGITAL IMAGES , 2004 .

[11]  Anthony Freeman,et al.  SAR calibration: an overview , 1992, IEEE Trans. Geosci. Remote. Sens..

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

[13]  Marco Heurich,et al.  FULL-WAVEFORM ANALYSIS OF SMALL FOOTPRINT AIRBORNE LASER SCANNING DATA IN THE BAVARIAN FOREST NATIONAL PARK FOR TREE SPECIES CLASSIFICATION , 2006 .

[14]  Juha Hyyppä,et al.  RADIOMETRIC CALIBRATION OF ALS INTENSITY , 2007 .

[15]  N. Pfeifer,et al.  Correction of laser scanning intensity data: Data and model-driven approaches , 2007 .

[16]  A. Jelalian Laser radar systems , 1980 .

[17]  Markus Hollaus,et al.  Utilization of full-waveform data in airborne laser scanning applications , 2007, SPIE Defense + Commercial Sensing.

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

[19]  J. Reitberger,et al.  COMBINED TREE SEGMENTATION AND STEM DETECTION USING FULL WAVEFORM LIDAR DATA , 2007 .

[20]  John Trinder,et al.  Building detection by fusion of airborne laser scanner data and multi-spectral images : Performance evaluation and sensitivity analysis , 2007 .

[21]  D. C. Robertson,et al.  MODTRAN cloud and multiple scattering upgrades with application to AVIRIS , 1998 .

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

[23]  C. Briese,et al.  Extraction and Modeling of Power Lines from ALS Point Clouds , 2004 .

[24]  Juha Hyyppä,et al.  Study of surface brightness from backscattered laser intensity: calibration of laser data , 2005, IEEE Geoscience and Remote Sensing Letters.

[25]  Asa Persson,et al.  VISUALIZATION AND ANALYSIS OF FULL-WAVEFORM AIRBORNE LASER SCANNER DATA , 2005 .

[26]  G. Vosselman,et al.  The utilisation of airborne laser scanning for mapping , 2005 .

[27]  Uwe Stilla,et al.  Range determination with waveform recording laser systems using a Wiener Filter , 2006 .