Building Systems for Object Recognition by Multichannel Sensing Systems Based on Neural Networks and Fractal Signatures
Н. С. Акиншин, Alexander A. Potapov, Быстров Рудольф Петрович, О. В. Есиков, А. И. Чернышков · Journal of Communications Technology and Electronics · 2020
Abstract An approach to building a multichannel pattern-recognition system by sensing systems is proposed. A list of problems solved by the sensing systems in the construction of object-recognition systems is specified. The problem of image preprocessing is formulated in the form of an ill-posed problem. The value of the fractal dimension D (the fractal signature) of images of contours of objects is used to create an additional characteristic. The methods for solving the problems of building modern object-recognition systems are evaluated.