Applied multivariate statistical analysis
Applied multivariate statistical analysis
SIGGRAPH '92 Proceedings of the 19th annual conference on Computer graphics and interactive techniques
Active shape models—their training and application
Computer Vision and Image Understanding
Rigid, affine and locally affine registration of free-form surfaces
International Journal of Computer Vision
Shape and the information in medical images: a decade of the morphometric synthesis
Computer Vision and Image Understanding
Generation of point-based 3D statistical shape models for anatomical objects
Computer Vision and Image Understanding - Special issue on analysis of volumetric image
Proceedings of the sixth ACM symposium on Solid modeling and applications
Non-rigid Registration by Geometry-Constrained Diffusion
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
Free-Form Surface Registration Using Surface Signatures
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Shape Analysis of Brain Ventricles Using SPHARM
MMBIA '01 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'01)
Dense Surface Point Distribution Models of the Human Face
MMBIA '01 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'01)
M-Reps: A New Object Representation for Graphics
M-Reps: A New Object Representation for Graphics
A new scheme for automated 3D PDM construction using deformable models
Image and Vision Computing
Customized Design of Hearing Aids Using Statistical Shape Learning
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Analysis of Surfaces Using Constrained Regression Models
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Some issues of biological shape modelling with applications
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Analysis of deformation of the human ear and canal caused by mandibular movement
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Generating shapes by analogies: An application to hearing aid design
Computer-Aided Design
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Toward automation in hearing aid design
Computer-Aided Design
A novel 3d statistical shape model for segmentation of medical images
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Statistical surface recovery: a study on ear canals
MeshMed'12 Proceedings of the 2012 international conference on Mesh Processing in Medical Image Analysis
3D anatomical shape atlas construction using mesh quality preserved deformable models
Computer Vision and Image Understanding
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Today the design of custom in-the-ear hearing aids is based on personal experience and skills and not on a systematic description of the variation of the shape of the ear canal. In this paper it is described how a dense surface point distribution model of the human ear canal is built based on a training set of laser scanned ear impressions and a sparse set of anatomical landmarks placed by an expert. The landmarks are used to warp a template mesh onto all shapes in the training set. Using the vertices from the warped meshes, a 3D point distribution model is made. The model is used for testing for gender related differences in size and shape of the ear canal.