Real-time video object recognition using convolutional neural network

  • Byungik Ahn
  • Published 2015 in
    2015 International Joint Conference on Neural…

Abstract

A convolutional neural network (CNN) is implemented on a field-programmable gate array (FPGA) and used for recognizing objects in real-time video streams. In this system, an image pyramid is constructed by successively down-scaling the input video stream. Image blocks are extracted from the image pyramid and classified by the CNN core. The detected parts… (More)
DOI: 10.1109/IJCNN.2015.7280718

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