Image Processing Reference
In-Depth Information
ImageJ & watershed JAVA plugin:
http://rsb.info.nih.gov/ij/
InfoPACK (InfoSAR Ltd.) and CAESAR 3.1 (N.A. Software Ltd.): Both simu-
lated annealing.
http://www.infosar.co.uk/; http://www.nasoftware.co.uk/
SPRING / Freeware:
http://www.dpi.inpe.br/spring/english/
RHSEG (NASA`s Goddard Space Flight Center): linux-based segmentation
algorithm with labeling tool.
http://opensource.gsfc.nasa.gov/projects/HSEG/index.php
Berkeley Image Segmentation - 30 days trial software.
http://berkenviro.com/berkeleyimgseg/
Study Questions
How would you use altitude information to classify settlements in mountainous
areas?
Which scale parameters would you use to classify different categories of roads
(highway, etc.)?
Which semantic description (rule) would you use to tell city green from urban
grassland?
References
Antunes AF, Lingnau C, Da Silva JC (2003) Object oriented analysis and semantic network for
high resolution image classification. In: Proceedings of Anais XI SBSR Conference, Belo
Horizonte, Brazil, 05-10 Apr 2003, INPE, pp 273-279
Baatz M, Schäpe A (1999) Object-oriented and multi-scale image analysis in semantic networks.
In: Proceedings of the 2nd international symposium on operationalization of remote sensing,
Enschede, ITC, 16-20 Aug 1999
Binnig G, Baatz M, Klenk J, Schmidt G (2002) Will machines start to think like humans? Europhy
News 33(2). Online http://www.europhysicsnews.com/full/14/article2/article2.html. Accessed
Sept 2005
Blaschke T, Strobl J (2001) What`s wrong with pixels? Some recent developments interfacing
remote sensing and GIS. GIS Zeitschrift für Geoinformationssysteme 6:12-17
Congalton RG, Green K (1998) Assessing accuracy remotely sensed data principles practices.
Mapping science series. CRC Press, London
Darwish A, Leukert K, Reinhardt W (2003) Urban land-cover classification: an object based per-
spective. In: Proceedings of the 2nd GRSS/ISPRS Joint Workshop on Data Fusion and remote
sensing over urban areas. URBAN 2003, Berlin, pp 277-282
De Kok R, Wever T, Flockelmann R (2003) Analysis of urban structure and development applying
procedures for automatic mapping of large area data. In: Juergens, C (ed) Remote sensing of
urban areas. In: Proceedings of the 4th international symposium held in Regensburg/Germany,
27-29 June 2003. (The International Archives of Photogrammetry, Remote Sensing and
Spatial Information Sciences, vol XXXIV-7/W9) (CD-ROM): 41-46
eCognition User Guide (2004) Munich, Germany. http://www.definiens-imaging.com. Accessed
20 Feb 2009
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