A Study on Pattern Recognition with the Histograms of Oriented Gradients in Distorted and Noisy Images

Histograms of oriented gradients (HOG) are still one of the most frequently used low-level features for pattern recognition in images. Despite their great popularity and simple implementation performance of the HOG features almost always has been measured on relatively high quality data which are fa...

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Bibliographic Details
Main Authors: Andrzej Bukała, Michał Koziarski, Bogusław Cyganek, Osman Koç, Alperen Kara
Format: Article
Language:English
Published: Graz University of Technology 2020-04-01
Series:Journal of Universal Computer Science
Subjects:
Online Access:https://lib.jucs.org/article/24009/download/pdf/