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Examination of Firearms Review: 2007 to 2010 - Interpol

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Studies on general characteristics<br />

A study on two populations (two cities in the same country) using a classification and<br />

regression tree algorithm is presented (103); here, the goal is <strong>to</strong> use only finger<br />

number and general pattern for the prediction <strong>of</strong> a population that an individual<br />

belongs <strong>to</strong>. The classification is expected <strong>to</strong> be correct, when using all ten fingers,<br />

90.8% <strong>of</strong> the time if all ten general patterns <strong>of</strong> the individual are left loops or whorls<br />

with only the right ridge count, and 98.4% if all general patterns <strong>of</strong> the individual are<br />

whorls with two ridge counts.<br />

Frequencies <strong>of</strong> various derma<strong>to</strong>glyphic measures for males and females <strong>of</strong> Kavalan<br />

(one <strong>of</strong> the Taiwan aboriginal populations) are reported by Chen et al. (104). These<br />

include general patterns, identical patterns on the corresponding fingers <strong>of</strong> the right<br />

and left hand, corresponding patterns on all fingers <strong>of</strong> one hand and on both hands,<br />

ridge counts, atd angle, tPD, palmar interdigital, thenar and hypothenar patterns,<br />

different combinations <strong>of</strong> palmar interdigital, thenar and hypothenar patterns on left<br />

and right corresponding hands, angles and simian line on palms.<br />

Ridge density in a sample <strong>of</strong> Spanish Caucasians is also reported (105). Ridge<br />

densities <strong>of</strong> 16/25 mm 2 or less in the radial area considered are more likely <strong>to</strong> be <strong>of</strong><br />

male origin when using equal priors, while ridge densities <strong>of</strong> 17/25mm 2 or more are<br />

more likely <strong>to</strong> be <strong>of</strong> female origin; for the ulnar area these numbers are <strong>of</strong> 14/25mm 2<br />

or less for males and 17/25mm 2 or more for females. Sex-differences in an Indian<br />

population are reported by Nayak et al. (106) ; here, a mean ridge count <strong>of</strong> 12/25mm 2<br />

or less is more likely <strong>to</strong> be <strong>of</strong> male origin while a greater ridge count is more likely <strong>to</strong><br />

be <strong>of</strong> female origin. Ridge densities for a South-Indian population are reported by<br />

Gungadin (107), where 13/25mm 2 or less are more likely if the impression is <strong>of</strong> male<br />

origin, while 14/25mm 2 or more are more likely if the impression is <strong>of</strong> female origin.<br />

Nayak et al. also report on ridge densities for Chinese and Malaysian populations<br />

(108, 109) ; here, in the Chinese population, a ridge density <strong>of</strong> less than 12/25mm 2 is<br />

more likely <strong>to</strong> be <strong>of</strong> male origin while ridge densities above 13/25mm 2 are more likely<br />

<strong>to</strong> be <strong>of</strong> female origin. In Malaysian subjects, it is a ridge density <strong>of</strong> 11/25mm 2 or less<br />

that is more likely <strong>to</strong> be <strong>of</strong> male origin, and a fingerprint with a ridge density <strong>of</strong> more<br />

than 13/25mm 2 is more likely <strong>to</strong> be <strong>of</strong> female origin. The relationship between ridge<br />

density and stature has however not been investigated. Furthermore, fingerprint<br />

classification and gender distribution was studied in a South Indian population (110),<br />

and no difference by sex between general patterns was highlighted in this study. The<br />

reason for the observed difference between sexes as <strong>to</strong> ridge density is the object <strong>of</strong><br />

a letter <strong>to</strong> the edi<strong>to</strong>r (111). Data in relation <strong>to</strong> the general pattern present in the feet<br />

have also been published (142). Duta (112) shows the selectivity <strong>of</strong> the hand-shape<br />

as a biometric.<br />

Creases<br />

An au<strong>to</strong>mated extraction and comparison procedure for palmar flexion creases,<br />

carried out on a sample <strong>of</strong> 100 palms with 10 images <strong>of</strong> each one, achieves a<br />

genuine acceptance rate <strong>of</strong> 100%, for a false acceptance rate <strong>of</strong> 0.0045% (113),<br />

thereby illustrating the selectivity <strong>of</strong> this characteristic. Crease detection has been<br />

investigated by Zhou and co-workers (114), with particular application <strong>to</strong> the<br />

fingerprints <strong>of</strong> elderly people. The stability <strong>of</strong> creases is investigated, and matching<br />

based on creases and minutiae carried out. Also, the creases are used <strong>to</strong> remove<br />

233

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