A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures

STM Ataky, AL Koerich - Pattern Recognition, 2022 - Elsevier
Texture can be defined as the change of image intensity that forms repetitive patterns
resulting from the physical properties of an object's roughness or differences in a reflection
on the surface. Considering that texture forms a system of patterns in a non-deterministic
way, biodiversity concepts can help its characterization from an image. This paper proposes
a novel approach to quantify such a complex system of diverse patterns through species
diversity, richness, and taxonomic distinctiveness. The proposed approach considers each …

A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures

S Tsham Mpinda Ataky, A Lameiras Koerich - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Texture can be defined as the change of image intensity that forms repetitive patterns,
resulting from physical properties of the object's roughness or differences in a reflection on
the surface. Considering that texture forms a complex system of patterns in a non-
deterministic way, biodiversity concepts can help texture characterization in images. This
paper proposes a novel approach capable of quantifying such a complex system of diverse
patterns through species diversity and richness and taxonomic distinctiveness. The …
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