A Hardware-Efficient Recognition Accelerator Using Haar-Like Feature and SVM Classifier

A Hardware-Efficient Recognition Accelerator Using Haar-Like Feature and SVM Classifier

Significantly improved performance of the various learning algorithms has revived the interest in computer vision for recognition applications during the current decade. This paper reports a vision-based hardware recognition architecture combining the Haar-like feature extraction with the support ve...

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Bibliographic Details
Main Authors: Aiwen Luo, Fengwei An, Xiangyu Zhang, Hans Jurgen Mattausch
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Hardware architecture
Haar-like feature extraction
support vector machine (SVM)
object recognition
high-speed processing
flexible memory allocation
Online Access:https://ieeexplore.ieee.org/document/8621001/

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