OBJECT RECOGNITION METHOD IN VIDEO SURVEILLANCE SYSTEM Russian patent published in 2023 - IPC G06V10/40 G06V10/82 

Abstract RU 2788301 C1

FIELD: object tracking algorithms.

SUBSTANCE: invention relates to an object tracking algorithm using neural networks for processing video streams. The claimed method includes the formation of a training data set consisting of images of an object, bringing the images into a format for input into a neural network, selecting the desired area on the images, introducing the resulting training data set into a convolutional neural network, training the convolutional neural network, obtaining a set of coefficients, introducing the studied images into a trained convolutional neural network, object recognition on the studied images.

EFFECT: increasing the reliability of object detection and increasing the speed of object recognition.

3 cl, 1 dwg

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RU 2 788 301 C1

Authors

Sivkov Sergei Pavlovich

Shalimov Anton Vladimirovich

Shalimova Mariia Anatolevna

Terekhova Mariia Aleksandrovna

Shalimov Aleksandr Antonovich

Shalimov Boris Antonovich

Dates

2023-01-17Published

2022-07-28Filed