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ISSN: 1023-5086

ru/

ISSN: 1023-5086

Scientific and technical

Opticheskii Zhurnal

A full-text English translation of the journal is published by Optica Publishing Group under the title “Journal of Optical Technology”

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УДК: 535.2

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For Russian citation (Opticheskii Zhurnal):

Лу Ч.К., Перуш М., Бишоф Г. Применение квантовой голографии с нейросетевой предобработкой для распознавания объектов (на английском языке) // Оптический журнал. 2005. Т.72. №5 С. 6-12.

Loo C.K., Peruš M., Bischof H. Object recognition using quantum holography with neural-net preprocessing // Opticheskii Zhurnal. 2005. V. 72. No 5. P. 6-12.

For citation (Journal of Optical Technology):
Loo C.K., Perus M., Bischof H. Object recognition using quantum holography with neural-net preprocessing // Journal of Optical Technology. 2005. V. 72. № 5. P. 358-363. https://doi.org/10.1364/JOT.72.000358
Abstract:

It is computationally demonstrated how Quantum Associative Networks, implemented using quantum holography, could be harnessed for object recognition. These simulited quantum nets alone execute efficient image recognition, i.e. reconstruction of an image selected fom associative memory (hologram). However, optically implementable neural-net preprocesing of object-images is needed for appearance based viewpoint-invariant recognition of objects. We present computer simulation results of two methods: Moore-Penrose orthogonalization and encoding of object-images with Gabor wavelets. A computer-supported quantum Gabor-wavelet holography is suggested.

OCIS codes: 100.5010, 3000.30540, 3000.34260.