Full text: Proceedings, XXth congress (Part 3)

   
. Istanbul 2004 
for getting the 
on of artificial 
on operator. 
In this situation 
ary data points 
age processing 
algorithm has 
'rpreted in two 
erform further 
In this way the 
n a follow-up 
e network. 
results is their 
1etwork. Using 
Steps can be 
1e independent 
ge, where the 
clatively high. 
n be executed, 
g roads. If the 
its geometric 
ethods. In this 
n the complex 
1S some noisy 
Id be used with 
sn't have any 
io establish an 
ormance under 
using highly 
nage analysis, 
ne steps of the 
rts. If a multi 
entium. PC, or 
nethod can be 
| is to own an 
n could be the 
novel method 
ase) content to 
> method suits 
erpreter type) 
P4 1.7 GHz 
thanks to the 
lage size was 
> performance 
F the original 
s. The newly 
capability in 
g tasks. The 
types of tasks 
e method is 
telligence and 
itability and 
von Humboldt 
e Institute of 
ver; to the 
1 (FKFP) for 
   
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XXXV, Part B3. Istanbul 2004 
  
REFERENCES 
Barsi, A., 2003a. Neural Self-Organization Using Graphs, in: 
Machine Learning and Data Mining in Pattern Recognition, 
Lecture Notes in Computer Science, Vol. 2734, Springer 
Verlag, Heidelberg, pp. 343-352 
Barsi, A., 2003b. Graph Based Neural Self-Organization in 
Analyzing Remotely Sensed Images. [EEE International 
Geoscience and Remote Sensing Symposium (IGARSS) 2003, 
Toulouse, Vol. VI, pp. 3937-3939 
Barsi, A., 2003c. Neural Self-Organization in Processing High- 
Resolution Image Data, /SPRS-Earsel Joint Workshop High 
Resolution Mapping from Space 2003, Hannover, p. 6 
Barsi, A., 2004. Generalization of topology preserving maps: A 
graph approach. /nternational Joint Conference on Neural 
Networks, Budapest, accepted for publication 
Baumgartner, A., Eckstein, W., Mayer, H., Heipke, C., Ebner, 
H., 1997. Context-supported road extraction. Automatic 
Extraction of Man-Made Objects from Aerial and Space Images 
(II) Monte Verità, Birkhàuser Verlag, Basel, pp. 299-308 
Carpenter, G.A., 1989. Neural network models for pattern 
recognition and associative memory. Neural Network, No. 2, 
pp. 243-257 
Doucette, P., Agouris, P., Musavi, M., Stefanidis, A., 1999. 
Automated extraction of linear features from aerial imagery 
using Kohonen learning and GIS data. in: P. Agouris — A. 
Stefanidis (eds): /ntegrated Spatial Databases — Digital Images 
and GIS, Portland, Lecture Notes in Computer Sciences 1737, 
Springer, Berlin, pp. 20-33 
Doucette, P., Agouris, P., Stefanidis, A., Musavi, M., 2001. 
Self-organised clustering for road extraction in classified 
imagery. /SPRS Journal of Photogrammetry & Remote Sensing, 
Vol. 55, No. 5-6, pp. 347-358 
Henley, E.J., Williams, R.A., 1973. Graph theory in modern 
engineering, Academic Press, New York 
Hinz, S., Baumgartner, A., Mayer, H., Wiedemann, C., Ebner, 
H., 2001. Road extraction focussing on urban areas. in: 
Baltsavias et al. (eds): Automatic Extraction of Man-Made 
Objects from Aerial and Space Images (III), Swets & Zeitlinger, 
Lisse, pp. 255-265 
Kohonen, T., 1972. Correlation matrix memories. /EEE 
Transactions on Computers, Vol. 21, pp. 353-359 
Kohonen, T., 1984. Self-organization and associative memory. 
Springer, Berlin 
Kohonen, T., 2001. Self-organizing maps. Springer, Berlin 
Malsburg, C. von der, 1973. Self-organization of orientation 
sensitive cells in the striate cortex. Kybernetik, No. 14, pp. 85- 
100 
Reinhard, E., 2002. http://www.cs.ucf.edu/~reinhard/classes/ 
cop3503/floyd.pdf 
Rosenblatt, F., 1958. The perceptron. A probabilistic model for 
information storage and organization in the brain. Psychological 
Review, Vol. 65, pp. 386-408 
Rojas, R., 1993. Theorie der neuronalen Netze. Eine 
systematische Einfiihrung. Springer, Berlin 
Ruskoné, R., Airault, S., 1997. Toward an automatic extraction 
of the road network by local interpretation of the scene. in: D. 
Fritsch — D. Hobbie (eds): Photogrammetric Week, Wichmann, 
Heidelberg 
Sim, H.C., Damper, R.I, 1997. Two-dimensional object 
matching using Kohonen maps. IEEE International Conference 
on Systems, Man and Cybernetics, Orlando, Vol. 1, Part 1/5, pp. 
620-625 
Swamy, M.N.S., Thulasiraman, K., 1981. Graphs, networks and 
algorithms, Wiley, New York 
Warshall, S., 1962. A theorem on Boolean matrices, Journal of 
the ACM, Vol. 9, No. 1, pp. 11-12 
    
   
  
   
   
  
  
  
  
    
  
  
   
   
  
  
  
   
  
  
   
  
   
   
    
   
  
   
  
   
  
  
   
  
   
  
   
   
  
   
    
   
    
   
   
    
   
   
  
   
   
  
   
  
  
  
  
  
   
   
  
  
	        
Waiting...

Note to user

Dear user,

In response to current developments in the web technology used by the Goobi viewer, the software no longer supports your browser.

Please use one of the following browsers to display this page correctly.

Thank you.