1,185
Views
86
CrossRef citations to date
0
Altmetric
Original Articles

Enhanced evaluation of image segmentation results

, , &
Pages 55-68 | Published online: 09 Jul 2010

References

  • Baatz , M. and Schäpe , A. 2000 . “ Multiresolution Segmentation – an optimization approach for high quality multi-scale image segmentation ” . In Angewandte Geographische Informationsverarbeitung XII , Edited by: Strobl , J. and Griesebner , G. 12 – 23 . Heidelberg : Wichmann .
  • BerkEnviro . 2009 . Berkeley Image Segmentation, available at: www.berkenviro.com/berkeleyimgseg, accessed 20 August 2009
  • Castilla , G. , Hay , G. J. and Ruiz , J. R. 2008 . Size-constrained Region Merging (SCRM): an automated delineation tool for assisted photointerpretation . Photogrammetric Engineering and Remote Sensing , 74 ( 4 ) : 409 – 419 .
  • Comaniciu , D. and Meer , P. Mean shift: a robust approach toward Feature Space Analysis . IEEE Transaction on Pattern Analysis and Machine Intell , 24 ( 5 ) 1 – 18 .
  • Cook , R. , McConnell , I. , Stewart , D. and Oliver , C. 1996 . “ Segmentation and simulated annealing ” . In Microwave Sensing and Synthetic Aperture Radar. Proc. SPIE Edited by: Franceschetti , G. Vol. 2958 , 30 – 35 .
  • Costa , G. A.O.P. , Feitosa , R. Q. , Cazes , T. B. and Feijó , B. 2008 . “ Genetic adaption of segmentation parameters ” . In Object-Based Image Analysis – Spatial Concepts for Knowledge-Driven Remote Sensing Applications. Lecture Notes in Geoinformation & Cartography, 18 , Edited by: Blaschke , T. , Hay , G. and Lang , S. 679 – 695 . Berlin : Springer .
  • Gofman , E. Developing an efficient region growing engine for image segmentation . Proceedings of the 13th International Conference on Image Processing (ICIP) . pp. 2413 – 2416 .
  • Herold , H. 2005 . “ Beiträge zum Vergleich von Segmentierungsprogrammen fernerkundlicher Bilddaten ” . Diploma Thesis (unpublished). Institute of Geography, Technische Universität Dresden
  • ITT Visual Information Solutions . 2007 . ENVI Feature Extraction Module User's Guide
  • Lanser , S. 1993 . “ Kantenbasierte Farbsegmentation im CIE-Lab Raum ” . In Mustererkennung , Edited by: Pöppl , H. 639 – 646 . Heidelberg : Informatik aktuell, Springer .
  • Li , P. and Xiao , B. 2007 . Multispectral image segmentation by a multichannel watershed-based approach . International Journal of Remote Sensing , 28 ( 19 ) : 4429 – 4452 .
  • Liu , W. , Zhai , J. , Dori , D. and Tang , L. A system for performance evaluation of arc segmentation algorithms . Proceedings CVPR Workshop Empirical Evaluation Methods in Computer Vision . available at: http://www.cs.cityu.edu.hk/∼liuwy/ArcContest/NoiseModels.pdf, accessed 20 August 2009
  • Lucieer , A. 2004 . “ Uncertainties in segmentation and their visualisation ” . Ph.D. Thesis. Utrecht University, ITC Dissertation 113, Enschede, available at: <http://www.itc.nl/library/Papers_2004/phd/lucieer.pdf>, accessed 20 August 2009
  • Marpu , P. R. 2009 . “ Geographic object-based image analysis ” . Ph.D. Thesis. TU Bergakadamie Freiberg, Germany, <d-nb.info/994521715/34>, accessed 20 August 2009
  • Meinel , G. and Neubert , M. 2004 . “ A comparison of segmentation programs for high resolution remote sensing data ” . In International Archives of the ISPRS 35 (Part B, Commission 4) 1097 – 1105 .
  • Neubert , M. 2006 . “ Bewertung, Verarbeitung und segmentbasierte Auswertung sehr hoch auflösender Satellitenbilddaten vor dem Hintergrund landschaftsplanerischer und land-schaftsökologischer Anwendungen ” . Fernerkundung und angewandte Geoinformatik, Band 1, Berlin, Rhombos-Verlag, 180 S
  • Neubert , M. and Herold , H. Assessment of remote sensing image segmentation quality . Proceedings GEOBIA 2008 . August 6–7 2008 . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences XXXVIII-4/C1, 5 p, available at: http://www.isprs.org/commission4/geobia2008/Sessions/Session2/6721_Neubert_Proc_pap.pdf, accessed 20 August 2009
  • Neubert , M. and Meinel , G. Evaluation of segmentation programs for high resolution remote sensing applications . Proceedings Joint ISPRS/EARSeL Workshop ‘High Resolution Mapping from Space 2003’ . October 6–8 . available at: http://www.ipi.uni-hannover.de/fileadmin/institut/pdf/neubert.pdf, accessed 20 August 2009
  • Neubert , M. , Herold , H. and Meinel , G. Evaluation of remote sensing image segmentation quality – further results and concepts . Int Arch Photogram Rem Sens Spatial Inform Sci , XXXVI-4/C42 6
  • Neubert , M. , Herold , H. and Meinel , G. 2008 . “ Assessing image segmentation quality - concepts, methods and application ” . In Object-Based Image Analysis – Spatial Concepts for Knowledge-Driven Remote Sensing Applications. Lecture Notes in Geoinformation & Cartography 18 , Edited by: Blaschke , T. , Hay , G. and Lang , S. 769 – 784 . Berlin : Springer .
  • Sousa , M. A. Jr. , Dutra , L. V. and Freitas , C. C. 2003 . “ Desenvolvimento de um Segmentador Incremental Multi-Nível (SIM) para imagens ópticas e de radar ” . In XI. Simpósio Brasileiro de Sensoriamento Remoto. Belo Horizonte, MG. 2003, Anais 2293 – 2300 .
  • Strasters , K. and Gerbrands , J. 1991 . Three-dimensional segmentation using a split, merge and group approach . Pattern Recognition Letters , 12 : 307 – 325 .
  • Sturm , U. and Weidner , U. 2009 . “ Further investigations on segmentation quality assessment for remote sensing applications ” . In ISPRS Hannover Workshop 2009 High-Resolution Earth Imaging for Geospatial Information Hannover, Germany, June 2–5, available at: http://www.ipi.uni-hannover.de/fileadmin/institut/pdf/isprs-hannover2009/Sturm-144.pdf, accessed 20 August 2009
  • Tilton , J. C. 2003 . “ Analysis of hierarchically related image segmentations ” . In Proc IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data 60 – 69 .
  • Yang , L. , Albregtsen , F. , Lønnestad , T. and Grøttum , P. 1995 . A supervised approach to the evaluation of image segmentation methods . Proceedings CAIP, Lecture Notes in Computer Science , 970 : 759 – 765 .
  • Zhang , H. , Fritts , J. A. and Goldman , S. A. 2005 . “ A co-evaluation framework for improving segmentation evaluation ” . In SPIE Signal Processing and Target Recognition XIV 420 – 430 .
  • Zhang , Y. J. 1996 . A survey on evaluation methods for image segmentation . Pattern Recognition , 29 ( 8 ) : 1335 – 1346 .

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.