A NEW HEBBIAN-TYPE METHOD FOR SOFT DECISION METHOD
Keywords:
Hebb-law, hard decision method, soft informationAbstract
This article presents an information decision method for
information provided by a recognition system composed by two
video cameras and two infrared cameras. From each of the
video and infrared cameras systems, geometric characteristics
are obtained which in are used information fusion. The decision,
for determining the label of the object captured in the images is
made using a hard type method and a soft type rule by
considering an original algorithm based on a modified Hebblaw.
References
] F. Alkoot, J. Kittler, Modified product fusion, Pattern
Recognition Letters, Vol. 23, Nr. 8, 2002;
] A. Bargiera, W, Pedrycz, K. Hiroto, Logic-based granular
prototyping 26-th Annual International Computer Software
COMPSAC 2002;
] C. Barna, An Alarm System Design with PIR using Fuzzy
Sensor Fusion and Genetic Algoritm Program IEEE SOFA 2005
Szeged-Arad pag. 195-199;
] C. Barna, Information fusion method for outdoor alarm
system INES2007 Inter.Conf. on Inteligent Engineering Systems
Budapest, pag.111-114;
] M. Negnevitsky, Artificial Intelligence A guide to intelligent
systems, Ed. Addison-Wesley, London 2002;
] R. Yager, A General approach to the Fusion of Imprecise
Information, Inter’l Journal of Intelligent system, Vol. 12, 1997.