Crosswalks recognition through CNNs for the bionic camera: Manual vs. automatic design

ECCTD 2009 - European Conference on Circuit Theory and Design Conference Program

Volumn , Issue , 2009, Pages 315-318

  Radványi, Mihály ^a   Pazienza, Giovanni E ^b   Karacs, Kristóf ^a  

^a PÁZMÁNY PÉTER CATHOLIC UNIVERSITY   (Hungary)

^b INSTITUTE FOR COMPUTER SCIENCE AND CONTROL   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DESIGN; AUTOMATICALLY GENERATED; VISUALLY IMPAIRED PEOPLE;

GENETIC PROGRAMMING; ONLINE SEARCHING;

CIRCUIT THEORY;

EID: 71249113589     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ECCTD.2009.5274981     Document Type: Conference Paper

References (16)

1. T. Roska, D. Balya, A. Lazar, K. Karacs, and R. Wagner, "System aspects of a bionic eyeglass," in Proc. IEEE International Symposium on Circuits and Systems (ISCAS'06), 2006.
2. K. Karacs et al., "Bionic eyeglass: The first prototype, a personal navigation device for visually impaired," in Proc. IEEE First Biomedical Circuits and Systems Conference, 2006.
3. -, "Bionic eyeglass: an audio guide for visually impaired," in First International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2008), 2008.
4. A. Zarandy and C. Rekeczky, "Bi-i: a standalone ultra high speed cellular vision system," IEEE Circuits Syst. Mag., vol. 5, no. 2, p. 36.45, 2005.
5. T. Roska and L. O. Chua, "The CNN universal machine: an analogic array computer," IEEE Trans. Circuits Syst. II, vol. 40, pp. 163-173, Mar. 1993.
6. L. O. Chua and T. Roska, Cellular Neural Networks and visual computing. Cambridge, UK: Cambridge University Press, 2002.
7. T. Shioyama, "Computer vision based travel aid for the blind crossing roads," in Proc. IEEE 8th Int. Conf. on Advanced Concepts for Intelligent Vision Systems, 2006.
8. J. Coughlan and H. Shen, "A fast algorithm for finding crosswalks using figure-ground segmentation," in Proc. IEEE 2nd Workshop on Applications of Computer Vision, 2006.
9. V. Preciado, M. Preciado, and M. Jaramillo, Genetic Programming for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture. Springer, 2004, vol. 3040, pp. 374-383.
10. G. E. Pazienza, K. Karacs, and X. Vilasís-Cardona, "An automatic tool to design CNN-UM programs," in Proc. 2007 European Conference on Circuit Theory and Design (ECCTD'07), Seville, Spain, 2007.
11. G. E. Pazienza, R. Poli, and X. Vilasís-Cardona, "An alternative proof of universality of the CNN-UM and its practical consequences," in Proc. 11th International Workshop on Cellular Neural Networks and their Applications (CNNA'08), Santiago de Compostela, Spain, Jul. 14-16 2008.
12. N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Syst. Sci. Cybern., vol. 9, no. 1, pp. 62-66, January 1979.
13. L. Kék, K. Karacs, and T. Roska. (2007) Cellular wave computing library, version 2.1 (templates, algorithms and programs). [Online]. Available: http://cnn-technology.itk.ppke.hu/Library-v2.1b.pdf
14. J. Koza, Genetic programming - on the programming of computers by means of natural selection. Cambridge, MA: MIT-Press, 1992.
15. R. Poli, W. B. Langdon, and N. F. McPhee, A field guide to genetic programming. Lulu.com, 2008, (With contributions by J. R. Koza). [Online]. Available: http://www.gp-field-guide.org.uk
16. (2009) Algorithms and results for the bionic eyeglass. [Online]. Available: http://digitus.itk.ppke.hu/~karacs/Bionic/