A neural network based framework for directional primitive extraction

Neural Processing Letters

Volumn 27, Issue 1, 2008, Pages 67-83

  Penas, Marta ^a   Penedo, Manuel G ^a   Carreira, María J ^b  

^a UNIVERSITY OF A CORUÑA   (Spain)

^b UNIVERSITY OF SANTIAGO DE COMPOSTELA   (Spain)

Author keywords

Chromaticity diagram; Gabor wavelets; Growing cell structures; Growing neural gas; Self organised structures

Indexed keywords

COMPUTATIONAL MECHANICS; EDGE DETECTION; IMAGE PROCESSING; USER INTERFACES; WAVELET DECOMPOSITION;

CHROMATICITY DIAGRAM; DIRECTIONAL PRIMITIVE EXTRACTION; GABOR WAVELETS; GROWING CELL STRUCTURES; GROWING NEURAL GAS; SELF-ORGANISED STRUCTURES;

NEURAL NETWORKS;

EID: 37549029724     PISSN: 13704621     EISSN: 1573773X     Source Type: Journal    
DOI: 10.1007/s11063-007-9060-y     Document Type: Article

References (19)

1. Carreira M, Mirmehdi M, Thomas B, Penas M (2002) Perceptual primitives from an extended 4D Hough transform. Image Vision Comput 20(13-14): 969-980
2. Chen J, Sato Y, Tamura S (2000) Orientation space filtering for multiple orientation line segmentation. IEEE Trans Pattern Anal Mach Intell 22(5): 417-429
3. Daugman JG (1985) Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. J Opt Soc Am 2(7): 1160-1169
4. Deemter JHV, Buf JMHD (2000) Simultaneous detection of lines and edges using compound Gabor filters. Int J Pattern Recogn Artif Intell 14(4): 757-777
5. Foley JD (1990) Computer graphics. Principles and practice. Addison-Wesley
6. Fritzke B (1994) Growing cell structures - a self-organizing network for unsupervised and supervised learning. Neural Networks 7(9): 1441-1460
7. Fritzke B (1996) Growing self-organising networks - Why?. In: 4th European symposium on artificial neural networks. pp. 61-72
8. Gabor D (1946) Theory of communication. J Inst Electr Eng 36(93): 429-457
9. Kohonen T (1982) Self-organised formation of topologically correct feature maps. Biol Cybern 43: 267-273
10. Kohonen T, Hynninen J, Kangas J, Laaksonene J (1996) SOM-PAK: The Self-Organizing Map Program Package. Technical report, Laboratory of Computer and Information Science, Helsinky University of Technology
11. Lampinen J, Oja E (1995) Distortion tolerant pattern recognition based on self-organizing feature extraction. IEEE Trans Neural Networks 6(3): 539-547
12. Lowe DG (1985) Perceptual organization and visual recognition. Kluwer Academic Publishers
13. Lowe DG (1993) Perceptual organisation in computer vision: a review and a proposal for a classificatory structure. IEEE Trans Syst Man Cybern 23(2): 382-399
14. Martinetz T, Schulten K (1991) A Neural-Gas network learns topologies. In: Proceedings of the international conference on neural networks. pp. 397-402
15. Mehrotra R, Namuduri KR, Ranganathan N (1992) Gabor filter-based edge detection. Pattern Recogn 25(12): 479-1494
16. Nestares O, Navarro R, Portilla J, Tabernero A (1998) Efficient spatial-domain implementation of a multiscale image representation based on Gabor functions. J Electr Imaging 7: 166-173
17. Penas M, Carreira MJ, Penedo MG, Barreira N (2005) Comparison of alternative frameworks for directional primitive extraction. Pattern Recogn Image Anal 15(2): 279-282
18. Sarkar S, Boyer KL (1994) Computing perceptual organization in computer vision. World Scientific
19. Sarkar S, Soundararajan P (2000) Supervised learning of large perceptual organization: graph spectral partitioning and learning automata. IEEE Trans Pattern Anal Mach Intell 22(3): 504-517