Learning a correlated model of identity and pose-dependent body
We present a method for learning a model of human body shape variation from a ... both identity-dependent and pose-dependent shape variation in a correlated ...
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A Statistical Model of Human Pose and Body Shape - Computer
unified model that describes both, human pose and body shape is introduced which allows us to accurately ..... tors with the smallest variation in the space of body shapes ..... A.: Learning a correlated model of identity and pose-dependent.
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Breathing Life into Shape: Capturing, Modeling and Animating 3D
We learn a model of body shape deformations due to breathing for differ- ent breathing ... scans to a statistical model of body shape and pose variation. We compute a ... find postural changes that were significantly correlated with breath- ing and that ..... identity-dependent deformations S into two parts: one due to the in-.
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Semantic Parametric Reshaping of Human Body Models
editing of human shapes. One approach to editing body meshes is to learn a model of how the mesh ... identity and pose-dependent body shape variation. However ... correlations between body and shape are encoded. Chen et al.  present ...
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Tensor-Based Human Body Modeling - The Computer Vision
ent people under different poses. Allen  used maximum posteriori estimation to learn a correlated model of identity and pose-dependent body shape variation.
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3D Semantic Parameterization for Human Shape Modeling
static 3D human body shapes and poses and are applied to many ... space of possible body shape variations in a more intu- ..... Learn- ing a correlated model of identity and pose-dependent body shape variation for real-time synthesis.
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Dyna: A Model of Dynamic Human Shape in Motion - Body Labs
Instead we take a learning-based approach to modeling the deformation of ... pose-dependent deformations of SCAPE, the soft-tissue ones are a function of full .... They ap- proximate these soft-tissue motions as shape variations within the ... dynamics or the correlations between body shape and deformation. 3 Dynamic ...
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Shape and Pose Space Deformation for Subject Specific Animation
and pose variation from registered whole-body 3D scans. Our goal is to ... capture the correlations between the shape and pose space. In order to satisfy the .... model is acquired by embedding an articulated skeleton and learning how the ... model identity and pose dependent body shape deformations. In this approach an ...
[ Shape-and-Pose-Space-Deformation-for-Subject-Specific-Animation.pdf - Read/Download File
Semi-Automatic Prediction of Landmarks on Human Models in
network to predict the landmark locations on human body ...  used a variation ..... Learn- ing a correlated model of identity and pose-dependent body shape ...
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Landmark-Free Posture Invariant Human Shape Correspondence
and posture variation. ... the human body shape use known landmark positions when ..... Learning a correlated model of identity and pose-dependent body.
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Building Statistical Shape Spaces for 3D Human Modeling - HAL-Inria
Mar 27, 2015 ... Abstract—Statistical models of 3D human shape and pose learned from scan databases ... Statistical human shape models represent variations in ...... Learning a correlated model of identity and pose-dependent body shape.
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Parametric Reshaping of Human Bodies in Images - CiteSeerX
view-dependent matching between the 3D model and the image. Second, the .... capture full-body shape variations across different people, but only in similar poses. .... a 3D human body shape of any identity in any pose by specifying proper values for θ and β ..... Learning a correlated model of identity and pose- dependent ...
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SCAPE: Shape Completion and Animation of People - Stanford
model that spans variation in both subject shape and pose. The method is ... model of variation based on body shape. Our two ... a body part is dependent only on the adjacent joints. Therefore, it .... muscle-based, and is not correlated with the skeleton. ..... We applied this method to learn a SCAPE pose deformation model.
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Detection and Pose Estimation of People in Images - CiteSeerX
dimensionality of articulated body models and also the important field in Image, Signal and Vision ..... Hertzmann.2006." Learning a correlated model of identity and pose- dependent body shape variation for real-time synthesis," Eurographics /.
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Automatic Posing of a Meshed Human Model Using Point Clouds
Jan 30, 2015 ... istration of two body shapes under large deformation. Using .....  B. Allen, B. Curless, Z. Popovic, A. Hertzmann, Learning a correlated model of identity and pose-dependent body shape variation for real-time synthesis, in: ...
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Capture and Stylization of Human Models
Before we can learn the parametric models, the scans have to be brought ..... “ Learning a correlated model of identity and pose-dependent body shape variation.
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Avatar Reshaping and Automatic Rigging Using a Deformable Model
of a morphable model allows us to reshape and resize the 3D scan according to approximate .... generate a human body shape of any identities and poses. .... body shape variations. The input is a ... learning a set of parameters for both pose and shape dependent de- ..... Learning a correlated model of identity and pose-.
[ AvatarRiggingAndReshaping_FengCasasShapiro.pdf - Read/Download File
Video-based Reconstruction of Animatable Human Characters
, who learn a deformation model of ... pose- dependent body deformations by using marker-based motion cap- ... variations in human body shape and surface deformation from laser ...... Learning a correlated model of identity and pose-.
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A Framework for Image-based Asset Generation and Animation
Also, they mainly focus on a realistic modeling of shape and deformation but do not ... variations. Hence, our ..... mann, “Learning a correlated model of identity and pose- dependent body shape variation for real-time synthesis,” in. Proceedings ...
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Combined discriminative and generative articulated pose and non
Discriminative approaches to pose estimation attempt to learn a direct ... The SCAPE model captures correlated body shape deformations of the body due to the identity of the person and their non-rigid muscle deformation .... S(ν) is the linear 3×3 transformation matrix modeling subject-specific shape variation as a function.
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