2012
DOI: 10.1111/j.1556-4029.2012.02126.x
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Automated Texture Recognition of Quartz Sand Grains for Forensic Applications*

Abstract: Quartz sand surface texture analysis has been automated for the first time for forensic application. The derived Basic Image Features (BIFs) provide computer-generated texture recognition from preexisting data sets. The technique was applied to two distinct classification problems; first, the ability of the system to discriminate between (quartz) sand grains with upturned plate features (indicative of eolian, global sand sea environments) and grains that do not exhibit these features. A success rate of grain c… Show more

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Cited by 13 publications
(3 citation statements)
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“…To complement this study into the discriminatory value of the organic components of the soil, analysis of the inorganic fraction of the samples was also undertaken. Quartz grains are highly persistent and abundant in soil samples and analysis of quartz grain surface texture by SEM can be used to reconstruct the geological history of the quartz grains present in soils and sediments 41 . The technique has previously been demonstrated to be highly informative in the investigation of the provenance of geoforensic samples 18,42 and offers a number of advantages in forensic investigations since it requires very small quantities and a simple and non-destructive sample preparation, which aids the interpretation of data derived from samples comprising mixtures of material from different provenances 16 .…”
Section: Introductionmentioning
confidence: 99%
“…To complement this study into the discriminatory value of the organic components of the soil, analysis of the inorganic fraction of the samples was also undertaken. Quartz grains are highly persistent and abundant in soil samples and analysis of quartz grain surface texture by SEM can be used to reconstruct the geological history of the quartz grains present in soils and sediments 41 . The technique has previously been demonstrated to be highly informative in the investigation of the provenance of geoforensic samples 18,42 and offers a number of advantages in forensic investigations since it requires very small quantities and a simple and non-destructive sample preparation, which aids the interpretation of data derived from samples comprising mixtures of material from different provenances 16 .…”
Section: Introductionmentioning
confidence: 99%
“…A wide variety of methods have been used for the sample analysis, including inorganic (e.g. Newell et al, 2012), organic, diatoms (Cameron, 2004) or a combination approach (Dawson and Hillier, 2012;Pye et al, 2005;Pye, 2007;Ritz et al, 2009), with ongoing improvements being developed all the time (e.g. Ruffell and Sandiford, 2006).…”
Section: Trace Evidencementioning
confidence: 99%
“…A growing area of research is directed towards improving the range and efficiency of those techniques available for the analysis of geoforensic evidence types. Recent studies have focused upon the development of automated scanning techniques for the rapid identification and quantification of the minerals or quartz grains in a soil sample (Pirrie et al 2009;Newell et al 2012); as well as the use of biogeochemical and genetic techniques, testing the extracted eDNA or rRNA from a homogenized soil or microbial profile (Young et al 2015(Young et al , 2016.…”
Section: The Scope Of Forensic Geosciencementioning
confidence: 99%