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JOURNALS // Program Systems: Theory and Applications // Archive

Program Systems: Theory and Applications, 2016 Volume 7, Issue 4, Pages 305–316 (Mi ps244)

Artificial Intelligence, Intelligent Systems, Neural Networks

Data-flow processing of data from surveillance cameras for objects detection using distributed data processing system by image segmentation

E. S. Ivanov

Ailamazyan Program Systems Institute of RAS

Abstract: The paper describes image processing methods that was realized in the distributed data processing system. Basic processing method is image segmentation. Convolutional neural network is used for detection of color and texture information. Results of image segmentation are applied in background regions detection task. (In Russian).

Key words and phrases: image segmentation, data-flow processing, neural networks, surveillance cameras.

UDC: 004.932.2

Received: 24.11.2016
Accepted: 28.12.2016



© Steklov Math. Inst. of RAS, 2024