A New Method of Histogram Computation for Efficient Implementation of the HOG Algorithm

A New Method of Histogram Computation for Efficient Implementation of the HOG Algorithm

In this paper we introduce a new histogram computation method to be used within the histogram of oriented gradients (HOG) algorithm. The new method replaces the arctangent with the slope computation and the classical magnitude allocation based on interpolation with a simpler algorithm. The new metho...

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Bibliographic Details
Main Authors: Mariana-Eugenia Ilas, Constantin Ilas
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Computers
Subjects:
HOG
histogram computation
SVM
classification
efficient implementation
algorithm optimization
arctangent
FPGA
autonomous vehicle
driver assistance systems
Online Access:http://www.mdpi.com/2073-431X/7/1/18

Internet

http://www.mdpi.com/2073-431X/7/1/18

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