УДК: 535.2
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Full text «Opticheskii Zhurnal»
Publication in Journal of Optical Technology
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.
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.