2024
DOI: 10.21203/rs.3.rs-4550343/v1
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Ortho-LBP: Novel Features for Enhanced Pattern Recognition through Bitwise Logical Fusion of Bidirectional Orthogonal Information with LBP

Nithish Kumar K,
Nirmal G,
Maitreya Vaghulade
et al.

Abstract: Local binary patterns (LBPs) have been fundamental in image processing and machine learning, yet they exhibit limitations such as low preference, generalisation issues, and restricted neighbourhood sampling. To address these, we propose three novel feature extraction techniques: horizontal orthogonal information fused LBP (HOI-LBP), vertical orthogonal information fused LBP (VOI-LBP), and multiplied orthogonal information fused LBP (MOI-LBP). These proposed techniques integrate orthogonal information from the … Show more

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