Analysis and Comparison of FPGA-Based Histogram of Oriented Gradients Implementations

One of the commonly-used feature extraction algorithms in computer vision is the histogram of oriented gradients. Extracting the features from an image using this algorithm requires a large amount of computations. One way to boost the speed is to implement this algorithm on field programmable gate a...

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Bibliographic Details
Main Authors: Sina Ghaffari, Parastoo Soleimani, Kin Fun Li, David W. Capson
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9075241/