Distortion invariant object recognition in the dynamic link architecture

IEEE Transactions on Computers

Volumn 42, Issue 3, 1993, Pages 300-311

  Lades, Martin ^a   Vorbrueggen, Jan C ^a   Buhmann, Joachim ^a   Lange, Joerg ^a   v d Malsburg, Christoph ^a   Wuertz, Rolf P ^a   Konen, Wolfgang ^a  

^a RUHR UNIVERSITY BOCHUM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER ARCHITECTURE; COMPUTER GRAPHICS; IMAGE PROCESSING; NEURAL NETWORKS; STATISTICAL METHODS; VIDEO RECORDING;

ARTIFICIAL NEURAL NETWORKS; DYNAMIC LINK ARCHITECTURE; MEMORIZED OBJECTS; OBJECT RECOGNITION; PORTRAIT GALLERIES;

PATTERN RECOGNITION;

EID: 0027558293     PISSN: 00189340     EISSN: None     Source Type: Journal    
DOI: 10.1109/12.210173     Document Type: Article

References (34)

1. C. von der Malsburg The correlation theory of brain function 1981 FRG, Göttingen 2841 Max-Planck-Institut für Biophysikalische Chemie
2. C. von der Malsburg How are nervous structures organized? Synergetics of the Brain, Proc, Int. Symp. Synergetics 238 249 Synergetics of the Brain, Proc, Int. Symp. Synergetics Berlin Germany 1983-May
3. C. von der Malsburg Nervous structures with dynamical links Berichte der Bun-sengesellschaft für Physikalische Chemie 89 703 710 1985
4. J. Buhmann J. Lange C. von der Malsburg Distortion invariant object recognition by matching hierarchically labeled graphs Proc. IJCNN Int. Conf. Neural Networks I 155 159 Proc. IJCNN Int. Conf. Neural Networks Washington, DC 1989
5. E. Bienenstock R. Doursat Vision and Vision Research 1991 Cambridge University Press MA, Cambridge Issues of representation in neural networks
6. C. von der Malsburg W. Schneider A neural cocktail-party processor Biol. Cybern. 54 29 40 1986
7. W. Schneider Anwendung der Korrelationstheorie der Hirnfunktion auf das akustische Figur-Hintergrund-Problem (Cocktailparty-Effekt) 1986 Universität Göttingen F.R.G., Göttingen
8. O. Sporns G. Tononi G. Edelman Modeling perceptual grouping and figure-ground segregation by means of active reentrant connections Proc. Nat. Acad. Sci. U.S.A. 88 129 133 1991
9. C. von der Malsburg J. Buhmann Sensory segmentation with coupled neural oscillators Biol. Cybern. 233 242 1992
10. C. M. Gray P. König A. K. Engel W. Singer Oscillatory responses in cat visual cortex exhibit intercolumnar synchronization which reflects global stimulus properties Nature 338 334 337 1989
11. D. J. Burr Elastic matching of line drawings IEEE Trans. Pattern Anal. Machine Intell. 3 708 713 1981
12. D. J. Burr A dynamic model for image registration Comput. Graphics and Image Processing 15 102 112 1981
13. C. von der Malsburg Pattern recognition by labeled graph matching Neural Networks 1 141 148 1988
14. R. Krey A. Zippelius Recognition of topological features of graphs and images in neural networks J. Phys. A 21 813 818 1988
15. D. J. Willshaw C. von der Malsburg How patterned neural connections can be set up by self-organization Proc. Royal Soc., London Β 194 431 445 1976
16. D. J. Willshaw C. von der Malsburg A marker induction mechanism for the establishment of ordered neural mappings Philosophical Trans. Royal Soc., London Β 287 203 243 1979
17. A. F. Häussler C. von der Malsburg Development of retinotopic projections—An analytical treatment J. Theoret. Neurobiol. 2 47 73 1983
18. J. Buhmann M. Lades C. von der Malsburg Size and distortion invariant object recognition by hierarchical graph matching Proc. IJCNN Int. Conf. Neural Networks II 411 416 Proc. IJCNN Int. Conf. Neural Networks San Diego CA 1990
19. D. Field Relations between the statistics of natural images and the response properties of cortical cells J. Opt. Soc. Amer. A 4 12 2379 2394 1987
20. J. Jones L. Palmer An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex J. Neurophysiol. 1233 1258 1987
21. D. Burr M. Morrone D. Spinelli Evidence for edge and bar detectors in human vision Vision Res. 29 4 419 431 1989
22. M. Garey D. Johnson Computers and Intractability 1979 Freeman New York
23. R. Durbin D. Willshaw An analogue approach to the travelling salesman problem using an elastic net method Nature 326 689 691 1987
24. G. Miller Isomorphism testing for graphs of bounded genus Proc. 12th ACM STOC Symp. 218 224 Proc. 12th ACM STOC Symp. 1980
25. R. P. Würtz J. C. Vorbrüggen C. von der Malsburg J. Lange From Pixels to Features II—Parallelism in Image Processing 275 294 1991 North Holland The Netherlands A Transputer-based neural object recognition system
26. C. Hoare Communicating Sequential Processes 1989 Prentice-Hall Int. Hemel Hempstead
27. T. Kohonen Self-organization and Associative Memory 1984 Springer-Verlag Germany, Berlin
28. L. Sirovich M. Kirby Low-dimensional procedure for the characterization of human faces J. Opt. Soc. Amer. A 4 1987
29. M. Kirby L. Sirovich Application of the Karhunen-Loeve procedure for the characterization of human faces IEEE Trans. Pattern Anal. Machine Intell. 12 1990
30. D. Cassasent D. Psaltis Position, rotation and scale invariant optical correlation Appl. Opt. 15 1976
31. A. Fuchs H. Haken Pattern recognition and associative memory as dynamical processes in a synergetic system. Translational invariance, selective attention, and decomposition of scenes Biol. Cybern. 60 17 22 1988
32. A. Fuchs H. Haken Pattern recognition and associative memory as dynamical processes in a synergetic system. II. Decomposition of complex scenes, simultaneous invariance with respect to translation, rotation, and scaling Biol. Cybern. 60 107 109 1988
33. P. Simic Constrained nets for graph matching and other quadratic assignment problems Neural Computation 3 268 281 1991
34. D. Wang J. Buhmann C. von der Malsburg Pattern segmentation in associative memory Neural Computation 2 94 106 1990