1,751
Views
67
CrossRef citations to date
0
Altmetric
Articles

An object-based system for LiDAR data fusion and feature extraction

, , &
Pages 227-242 | Received 17 Jan 2012, Accepted 24 Apr 2012, Published online: 29 May 2012

References

  • Applied Imagery . 2010 . Quick Terrain Modeler Help , Washington, DC : Silver Spring . version 7.1.2. Applied Imagery
  • Baatz , M. and Schape , A. 2000 . Multiresolution segmentation: an optimization approach for high quality multi-scale image segmentation . Journal of Photogrammetry and Remote Sensing , 58 ( 3–4 ) : 12 – 23 .
  • Benz , U. C. 2004 . Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information . ISPRS Journal of Photogrammetry and Remote Sensing , 58 ( 3–4 ) : 239 – 258 .
  • Chen , Q. 2007 . Filtering airborne laser scanning data with morphological methods . Photogrammetric Engineering and Remote Sensing , 73 ( 2 ) : 175
  • Clinton , N. 2010 . Accuracy assessment measures for object-based image segmentation goodness . Photogrammetric Engineering and Remote Sensing , 76 ( 3 ) : 289 – 299 .
  • Congalton , R. and Green , K. 2009 . Assessing the accuracy of remotely sensed data: principles and practices , 2nd ed , Boca Raton , FL : CRC Press/Taylor & Francis .
  • Gao , Y. 2006 . Comparison of pixel-based and object-oriented image classification approaches-a case study in a coal fire area, Wuda, Inner Mongolia, China . International Journal of Remote Sensing , 27 : 4039 – 4051 .
  • Kjelldahl , L. and Prime , M. 1995 . A study on how depth perception is affected by different presentation methods of 3D objects on a 2D display . Computers & Graphics , 19 ( 2 ) : 199 – 202 .
  • Locke , D. H. 2011 . Prioritizing preferable locations for increasing urban tree canopy in New York City . Cities and the Environment (CATE) , 3 ( 1 ) : 4
  • Lu , D. , Hetrick , S. and Morgan , E. 2010 . Land cover classification in a complex urban-rural landscape with Quickbird imagery . Photogrammetric Engineering and Remote Sensing , 76 ( 10 ) : 1159 – 1168 .
  • Maryland Department of Natural Resources . 2010 . Urban tree canopy goals [online]. Available at: http://www.dnr.state.md.us/forests/programs/urban/urbantreecanopygoals.asp [Accessed 15 January 2012]
  • Myint , S.W . 2011 . Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery . Remote Sensing of Environment , 115 ( 5 ) : 1145 – 1161 .
  • Omernik , J. M. 1987 . Ecoregions of the conterminous United States . Annals of the Association of American Geographers , 77 ( 1 ) : 118 – 125 .
  • O'Neil-Dunne , J. P.M. 2012 . Philadelphia land cover rule set — eCognition community [online]. Available from: http://community.ecognition.com/home/Philadelphia_LandCover.dcp/view [Accessed 21 May 2012]
  • Quinlan , J. R. 1990 . Decision trees and decision-making . IEEE Transactions on Systems, Man and Cybernetics , 20 ( 2 ) : 339 – 346 .
  • Rizvi , I. A. and Mohan , B. K. 2011 . Object-based image analysis of high-resolution satellite images using modified cloud basis function neural network and probabilistic relaxation labeling process . IEEE Transactions on Geoscience and Remote Sensing , 49 ( 12 ) : 4815 – 4820 .
  • Rottensteiner , F. and Briese , C. 2002 . A new method for building extraction in urban areas from high-resolution LIDAR data . International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences , 34 ( 3/A ) : 295 – 301 .
  • Trimble , Geospatial Munich . 2009 . How eCognition server works [online]. Available from: http://www.slideshare.net/Definiens_eCognition/how-definiens-ecognition-server-works?from=ss_embed [Accessed 21 May 2012]
  • Tullis , J.A . 2010 . Spatial scale management experiments using optical aerial imagery and LIDAR data synergy . GIScience & Remote Sensing , 47 ( 3 ) : 338 – 359 .
  • Tzotsos , A. and Argialas , D. 2008 . Support vector machine classification for object-based image analysis . Object-Based Image Analysis , : 663 – 677 .
  • U.S. Census Bureau . 2012 . Summary file 1 [online]. Available from: http://2010.census.gov/news/press-kits/summary-file-1.html [Accessed 15 January 2012]
  • USDA Forest Service . 2011 . Urban tree canopy assessment [online]. Available from: http://nrs.fs.fed.us/urban/utc/ [Accessed 15 January 2012]
  • Verbeeck , K. , Hermy , M. and Van Orshoven , J. 2011 . “ An hierarchical object based image analysis approach to extract impervious surfaces within the domestic garden ” . In Urban remote sensing event (JURSE), 2011 joint IEEE 397 – 400 . Munich, Germany , , 11–13 April,
  • Zhang , J. 2010 . Multi-source remote sensing data fusion: status and trends . Multi-source Remote Sensing Data Fusion: Status and Trends , 1 ( 1 ) : 5 – 24 .
  • Zhang , K. , Yan , J. and Chen , S. C. 2006 . Automatic construction of building footprints from airborne LIDAR data . IEEE Transactions on Geoscience and Remote Sensing , 44 ( 9 ) : 2523 – 2533 .
  • Zhou , W. and Troy , A. 2008 . An object-oriented approach for analysing and characterizing urban landscape at the parcel level . International Journal of Remote Sensing , 29 ( 11 ) : 3119 – 3135 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.