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Connecting The Past And The Present: Histogram Layers For Texture Analysis

July 15, 2022

Abstract: Feature engineering often plays a vital role in the fields of computer vision and machine learning. A few common examples of engineered features include histogram of oriented gradients (HOG) (Dalal and Triggs, 2005), local binary patterns (LBP) (Ojala et al., 1994), and edge histogram descriptors (EHD) (Frigui and Gader, 2008). Features such as pixel […]

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Joshua Peeples

April 16, 2022

Joshua Peeples jpeeples [at] ufl [dot] edu Ph.D.  Personal website Bachelor of Science Electrical Engineering University of Alabama, Birmingham, AL 2017

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