Generation of a midsize-male headform by statistical analysis of shape data

Show simple item record Reed, Matthew P. en_US Corner, Brian D. en_US 2016-01-08T20:45:21Z NO_RESTRICTION en_US 2016-01-08T20:45:21Z 2013-10
dc.identifier 103233 en_US
dc.identifier.other UMTRI-2013-39 en_US
dc.description.abstract Human surrogates for safety applications, such as crash dummies, are often constructed to represent the mean or average of individuals within a population. Generating accurate mean headforms is particularly challenging, even with three-dimensional (3D) surface measurement technology, because hair limits the ability to accurately represent the shape of the head. This report presents a new midsizemale headform generated using statistical analysis of head dimensions and landmark data, combined with a reference shape obtained by averaging the head shapes of two men close in size to the target stature and body weight. The locations of 26 head and face landmarks from 1747 men were extracted from the 1988 U.S. Army Anthropometric Survey (ANSUR) and registered using a Procrustes superimposition. A linear regression predicted landmark locations as a function of stature and body mass index, using target values of 1755 mm and 27.3 kg/m2. To construct a reference head shape, two bald men whose head and face dimensions were within 2% of the target mean values were extracted from a large database of head scans. The scans were visually aligned using landmark locations, then resampled cylindrically and averaged. The reference head shape was then morphed to match the target landmark locations using a radial-basisfunction (RBF) morphing method with a multiquadric kernel. A second morphing step was performed to match the desired head length, head breadth, and the distance from the tragion landmarks to the top of the head. In contrast with headforms obtained solely by averaging individuals close to the desired body size, the current headform is generated from a statistical model that represents a large range of head size and shape, and hence a broad set of statistically consistent headforms can be generated programmatically without additional analysis. Approved for public release. en_US
dc.description.sponsorship US Army Tank Automotive Research, Development, and Engineering Center (TARDEC) en_US
dc.format.extent 14 en_US
dc.language English en_US
dc.publisher University of Michigan, Ann Arbor, Transportation Research Institute en_US
dc.subject.other Head en_US
dc.subject.other Statistical analysis en_US
dc.subject.other Anthropometry en_US
dc.subject.other Anatomical models en_US
dc.subject.other Military personnel en_US
dc.title Generation of a midsize-male headform by statistical analysis of shape data en_US
dc.type Technical Report en_US
dc.subject.hlbsecondlevel Transportation
dc.subject.hlbtoplevel Engineering
dc.description.filedescription Description of 103233.pdf : Final report
dc.owningcollname Transportation Research Institute (UMTRI)
 Show simple item record

This item appears in the following Collection(s)

Search Deep Blue

Advanced Search

Browse by

My Account


Coming Soon

MLibrary logo