MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK

Osman Nuri Uçan; Lokman Ağırman

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MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK

Abstract

In this paper, we have studied moving objects in 2-D images using Delayed Cellular Neural Network DCNN . DCNN was first introduced in 1993. It is shown that for a network whose cells are specified, complete asymptotic stability providing the delay is less than a bound which depends on only the cell parameters. Especially nowadays, only moving part of the whole image is getting more important according to the practical cases such as estimation of biomedical issues which is enlarging due to the cancer property. We have used Java language for our synthetic examples and satisfactory results were obtained.

Keywords

Delayed Cellular Neural Networks (DCNN), Moving Object Detection

References

CIVALLERI, P. P., GILLI M. and PANDOLFI, L. (1993), "On Stability of Cellular Neural Networks with Delay" IEEE Trans. Circuit System.Vol. 40, No.3.
CHUA, L. O. . and YANG, L. (1988), "Cellular Neural Networks: Theory", IEEE Trans. Circuit System.Vol. 33, No.15.
LEON O.C. and LIN Y. (1988), "Cellular Neural Networks: Applications", IEEE Trans. Circuit System.Vol. 35, No.10.
GELGON, M., BOUTHEM Y, P. (1996), "A Region-level Graph Labeling Approach To M otion-Based Segmentation", Institut National de Recherche en Inform atique et en Automatique.
CIMAGALLI, V. and BALSI, M. (1993), "Cellular Neural Networks : Areview" Proceedings of Sixth Italian Workshop on Parallel Architectures an Neural Networks. Vietry sul Mare, Italy, May 12-14, World Scientific.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Osman Nuri Uçan This is me

Lokman Ağırman This is me

Publication Date

July 1, 2000

Submission Date

-

Acceptance Date

-

Published in Issue

Year 2000 Volume: 1 Number: 2

IZ

https://izlik.org/JA84NW78BS

Cite

RIS / Bibtex

APA

Uçan, O. N., & Ağırman, L. (2000). MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK. Doğuş Üniversitesi Dergisi, 1(2), 175-180. https://izlik.org/JA84NW78BS

AMA

1.Uçan ON, Ağırman L. MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK. Doğuş Üniversitesi Dergisi. 2000;1(2):175-180. https://izlik.org/JA84NW78BS

Chicago

Uçan, Osman Nuri, and Lokman Ağırman. 2000. “MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK”. Doğuş Üniversitesi Dergisi 1 (2): 175-80. https://izlik.org/JA84NW78BS.

EndNote

Uçan ON, Ağırman L (July 1, 2000) MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK. Doğuş Üniversitesi Dergisi 1 2 175–180.

IEEE

[1]O. N. Uçan and L. Ağırman, “MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK”, Doğuş Üniversitesi Dergisi, vol. 1, no. 2, pp. 175–180, July 2000, [Online]. Available: https://izlik.org/JA84NW78BS

ISNAD

Uçan, Osman Nuri - Ağırman, Lokman. “MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK”. Doğuş Üniversitesi Dergisi 1/2 (July 1, 2000): 175-180. https://izlik.org/JA84NW78BS.

JAMA

1.Uçan ON, Ağırman L. MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK. Doğuş Üniversitesi Dergisi. 2000;1:175–180.

MLA

Uçan, Osman Nuri, and Lokman Ağırman. “MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK”. Doğuş Üniversitesi Dergisi, vol. 1, no. 2, July 2000, pp. 175-80, https://izlik.org/JA84NW78BS.

Vancouver

1.Osman Nuri Uçan, Lokman Ağırman. MOVING OBJECT DETECTION USING DELAYED-CELLULAR NEURAL NETWORK. Doğuş Üniversitesi Dergisi [Internet]. 2000 Jul. 1;1(2):175-80. Available from: https://izlik.org/JA84NW78BS