Smart motion detection sensor based on video processing using self-organizing maps

作者：

Highlights：

• A low cost smart motion detector is presented.

• It is based on the Arduino DUE microcontroller.

• The software architecture employs a fixed point arithmetic paradigm.

• The self-organizing map neural network is implemented on chip.

• The performance is substantially higher than that of the traditional detector.

摘要

•A low cost smart motion detector is presented.•It is based on the Arduino DUE microcontroller.•The software architecture employs a fixed point arithmetic paradigm.•The self-organizing map neural network is implemented on chip.•The performance is substantially higher than that of the traditional detector.

论文关键词：Self-organizing map,Microcontroller,Arduino,Image processing,Block processing

论文评审过程：Received 8 March 2016, Revised 13 July 2016, Accepted 2 August 2016, Available online 3 August 2016, Version of Record 10 August 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.08.010