Компьютерная оптика, 2021 We consider the statistical properties of different mosaic filters. We demonstrate that in Pitiev's morphology, the measure of shape complexity is directly related to the shape simplicity measure based on morphological correlation coefficient (MCC ...
Y.V. Vizilter +2 more
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Linear Regression vs. Deep Learning: A Simple Yet Effective Baseline for Human Body Measurement
Sensors, 2022 We propose a linear regression model for the estimation of human body measurements. The input to the model only consists of the information that a person can self-estimate, such as height and weight.
Kristijan Bartol +4 more
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Object segmentation by fitting statistical shape models : a Kernel-based approach with application to wisdom tooth segmentation from CBCT images [PDF]
, 2014 Image segmentation is an important and challenging task in medical image analysis. Especially from low-quality images, segmentation algorithms have to cope with misleading background clutter, insufficient object boundaries and noise in the image ...
Jud, Christoph
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A Radiation-Free Classification Pipeline for Craniosynostosis Using Statistical Shape Modeling
Diagnostics, 2022 Background: Craniosynostosis is a condition caused by the premature fusion of skull sutures, leading to irregular growth patterns of the head. Three-dimensional photogrammetry is a radiation-free alternative to the diagnosis using computed tomography ...
Matthias Schaufelberger +10 more
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Facial Expression Biometrics Using Statistical Shape Models
EURASIP Journal on Advances in Signal Processing, 2009 This paper describes a novel method for representing different facial expressions based on the shape space vector (SSV) of the statistical shape model (SSM) built from 3D facial data.
Djamel Ait-Boudaoud +3 more
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A statistical model for mapping morphological shape [PDF]
Theoretical Biology and Medical Modelling, 2010 AbstractBackgroundLiving things come in all shapes and sizes, from bacteria, plants, and animals to humans. Knowledge about the genetic mechanisms for biological shape has far-reaching implications for a range spectrum of scientific disciplines including anthropology, agriculture, developmental biology, evolution and biomedicine.ResultsWe derived a ...
Fu, Guifang +5 more
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Statistical Modeling of Craniofacial Shape and Texture [PDF]
International Journal of Computer Vision, 2019 Abstract We present a fully-automatic statistical 3D shape modeling approach and apply it to a large dataset of 3D images, the Headspace dataset, thus generating the first public shape-and-texture 3D morphable model (3DMM) of the full human head. Our approach is the first to employ a template that adapts to the dataset subject before dense morphing ...
Dai, Hang +3 more
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Statistical Multi-Object Shape Models [PDF]
International Journal of Computer Vision, 2007 The shape of a population of geometric entities is characterized by both the common geometry of the population and the variability among instances. In the deformable model approach, it is described by a probabilistic model on the deformations that transform a common template into various instances.
Conglin Lu +3 more
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Cumulative variation explained by the femur and tibia statistical shape models.
, 2023 Cumulative variation explained by the femur and tibia statistical shape models.
Adam H. Biedrzycki (16475013) +2 more
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3D statistical shape models of human bones : their construction using a finite element registration algorithm, formulation on Hilbert spaces, and application to medical image analysis [PDF]
, 2011 Statistical shape models have become a widely used tool in computer vision and medical image analysis. They are constructed from a representative set of example shapes and represent the normal shape variations of a class of objects, in our case of human
Albrecht, Thomas
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