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Identification and Characterization of Particle Shapes from Images of Sand Assemblies Using Pattern Recognition
Publisher: American Society of Civil Engineers
Abstract: Pattern recognition was used on images of contacting three-dimensional sand particle assemblies to detect foreground sand grains that exhibit full-particle projections. Once identified, the roundness and sphericity of those ...
Automated Three-Dimensional Sand Particle Shape Classification by PointConv-Transformer
Publisher: American Society of Civil Engineers
Abstract: AbstractThe angularity and sphericity of sand particles significantly influence the shear
strength, compressibility, void structure, and deformation behavior of soils. However,
current computational geometry (CG) algorithms ...
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