Object Recognition System-on-Chip Using the Support Vector Machines

  title={Object Recognition System-on-Chip Using the Support Vector Machines},
  author={Roberto Reyna-Rojas and Dominique Houzet and Daniela Dragomirescu and Florent Carlier and Salim Ouadjaout},
  journal={EURASIP J. Adv. Sig. Proc.},
The first aim of this work is to propose the design of a system-on-chip (SoC) platform dedicated to digital image and signal processing, which is tuned to implement efficiently multiply-and-accumulate (MAC) vector/matrix operations. The second aim of this work is to implement a recent promising neural network method, namely, the support vector machine (SVM) used for real-time object recognition, in order to build a vision machine. With such a reconfigurable and programmable SoC platform, it is… CONTINUE READING
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