INTEGRATION OF LASER SCANNING AND PHOTOGRAMMETRY

Commission III/3, III/4, V/3, VIII/11 ABSTRACT: The term "integration" can be defined as the fusion of two separate entities, resulting in a new entity. Integrating laser scanning with photogrammetry allows us to compensate for the individual weaknesses of each method alone, thus providing more accurate modelling, interpretation and classification of the surroundings. Laser scanners produce data that can vary in terms of point density, field of view, amount of noise, incident angle, and distribution method. Similarly, the accuracy requirements or level of automation may also vary. Therefore, no single registration method overcomes others. The most suitable method is usually case-specific. This paper presents a short overview of current registration approaches and proposes four levels of integration: object-level integration, photogrammetry aided by laser scanning, laser scanning aided by photogrammetry, and tightly integrated laser scanning and optical images. In addition, some examples are presented of integrated laser scanning and photogrammetric data.

[1]  Clive S. Fraser,et al.  Registration of terrestrial laser scanner data using imagery , 2006 .

[2]  D. Lichti Spectral Filtering and Classification of Terrestrial Laser Scanner Point Clouds , 2005 .

[3]  Xin Jin,et al.  A method of merging aerial images and ground laser scans , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[4]  A. Habib,et al.  Photogrammetric and Lidar Data Registration Using Linear Features , 2005 .

[5]  J. Hyyppä,et al.  Calibration of laser-derived tree height estimates by means of photogrammetric techniques , 2004 .

[6]  Jan Flusser,et al.  Image registration methods: a survey , 2003, Image Vis. Comput..

[7]  Ryosuke Shibasaki,et al.  Reconstructing a textured CAD model of an urban environment using vehicle-borne laser range scanners and line cameras , 2003, Machine Vision and Applications.

[8]  Franc¸ois Blais,et al.  Review of 20 years of range sensor development , 2003, IS&T/SPIE Electronic Imaging.

[9]  P. Harman,et al.  Home based 3D entertainment-an overview , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[10]  Claus Brenner,et al.  Extraction of buildings and trees in urban environments , 1999 .

[11]  Mongi A. Abidi,et al.  Stereo-based registration of ladar and color imagery , 1998, Other Conferences.

[12]  Xinlian Liang,et al.  Waveform features for tree identification , 2007 .

[13]  S. Zlatanova,et al.  Automatic Registration of Terrestrial Scanning Data Based on Registered Imagery , 2007 .

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

[15]  C. Heipke,et al.  SIMULTANEOUS ORIENTATION OF BRIGHTNESS, RANGE AND INTENSITY IMAGES , 2006 .

[16]  Derek D. Lichti,et al.  EXPERIENCES WITH TERRESTRIAL LASER SCANNER MODELLING AND ACCURACY ASSESSMENT , 2006 .

[17]  Arnaud Bourge,et al.  MPEG-C PART 3 : ENABLING THE INTRODUCTION OF VIDEO PLUS DEPTH CONTENTS , 2006 .

[18]  C. Ressla,et al.  A CONCEPT FOR ADAPTIVE MONO-PLOTTING USING IMAGES AND LASERSCANNER DATA , 2006 .

[19]  Wolfgang Boehler,et al.  Investigating Laser Scanner Accuracy , 2005 .

[20]  Jafar Amiri Parian,et al.  INTEGRATED LASER SCANNER AND INTENSITY IMAGE CALIBRATION AND ACCURACY ASSESSMENT , 2005 .

[21]  J. Jansa,et al.  TERRESTRIAL LASERSCANNING AND PHOTOGRAMMETRY - ACQUISITION TECHNIQUES COMPLEMENTING ONE ANOTHER , 2004 .

[22]  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 .

[23]  A. Krupnik,et al.  REGISTRATION OF AIRBORNE LASER DATA TO SURFACES GENERATED BY PHOTOGRAMMETRIC MEANS , 2004 .

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

[25]  Norbert Pfeifer,et al.  Influences Of Vegetation On Laser Altimetry–Analysis And Correction Approaches , 2004 .

[26]  Juha Hyyppä,et al.  A METHOD FOR INTERACTIVE ORIENTATION OF DIGITAL IMAGES USING BACKPROJECTION OF 3D DATA , 2003 .

[27]  E. K. Forkuo Automatic fusion of photogrammetric imagery and laser scanner point clouds , 2003 .

[28]  J. Hyyppä,et al.  Automatic detection of buildings from laser scanner data for map updating , 2003 .

[29]  T. Schenk FUSION OF LIDAR DATA AND AERIAL IMAGERY FOR A MORE COMPLETE SURFACE DESCRIPTION , 2002 .

[30]  Marc Pollefeys,et al.  An evolutionary and optimised approach on 3D-TV , 2002 .

[31]  Juha Hyyppä,et al.  Elevation accuracy of laser scanning-derived digital terrain and target models in forest environment , 2001 .

[32]  B. St-Onge,et al.  MEASURING FOREST CANOPY HEIGHT USING A COMBINATION OF LIDAR AND AERIAL PHOTOGRAPHY DATA , 2001 .

[33]  Ayman Habib,et al.  A NEW APPROACH FOR MATCHING SURFACES FROM LASER SCANNERS AND OPTICAL SCANNERS , 2000 .

[34]  Dr.-Ing. Aloys Wehr FUSION OF PHOTOGRAMMETRIC AND LASER SCANNER DATA , 1999 .

[35]  B. St-Onge,et al.  ESTIMATING INDIVIDUAL TREE HEIGHTS OF THE BOREAL FOREST USING AIRBORNE LASER ALTIMETRY AND DIGITAL VIDEOGRAPHY , 1999 .

[36]  Philip W. Smith,et al.  Automatic Feature Correspondence for Scene Reconstruction from Multiple Views. , 1999 .