GRAIN-SIZE DISTRIBUTION OF GRANULAR SOILS BY COMPUTER VISION

Citation
Sa. Raschke et Rd. Hryciw, GRAIN-SIZE DISTRIBUTION OF GRANULAR SOILS BY COMPUTER VISION, ASTM geotechnical testing journal, 20(4), 1997, pp. 433-442
Citations number
15
ISSN journal
01496115
Volume
20
Issue
4
Year of publication
1997
Pages
433 - 442
Database
ISI
SICI code
0149-6115(1997)20:4<433:GDOGSB>2.0.ZU;2-S
Abstract
A semi-automated technique for obtaining the grain-size distribution ( GSD) of granular soils using computer vision is presented. Backlighted digital images of a soil specimen dispersed over a glass specimen pla te are acquired at three different magnifications. images of the speci men are acquired by placing the specimen plate randomly beneath the fi eld of view of a charged-coupled device (CCD) video camera The size of particles with projected areas from 50 to 2000 pix(2) is measured in each image. Multiple images are acquired at each magnification until t he measured size distribution of particles counted at that magnificati on stabilizes. Probabilistic corrections are then used to obtain a sta tistically unbiased GSD from the image data obtained at all three magn ifications. A comparison of GSD data for two uniform and two nonunifor m soils using both computer vision and sieving is presented.