Improving correlation method with convolutional neural networks

Dmitriy Goncharov; Rostislav Starikov

Improving correlation method with convolutional neural networks

Computer Vision and Pattern Recognition 2020-04-21 v1 Image and Video Processing

Authors: Dmitriy Goncharov , Rostislav Starikov

Abstract

We present a convolutional neural network for the classification of correlation responses obtained by correlation filters. The proposed approach can improve the accuracy of classification, as well as achieve invariance to the image classes and parameters.

Improving correlation method with convolutional neural networks

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