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01/12/2022
Virtual Elastic Objects
We present Virtual Elastic Objects (VEOs): virtual objects that not only...
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11/13/2021
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor
In current biological and medical research, statistical shape modeling (...
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10/14/2021
DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models
Statistical shape modeling (SSM) characterizes anatomical variations in ...
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02/15/2021
Capturing Detailed Deformations of Moving Human Bodies
We present a new method to capture detailed human motion, sampling more ...
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02/11/2021
Differentiable Implicit Soft-Body Physics
We present a differentiable soft-body physics simulator that can be comp...
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07/18/2020
Unsupervised Shape Normality Metric for Severity Quantification
This work describes an unsupervised method to objectively quantify the a...
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06/13/2020
Self-Supervised Discovery of Anatomical Shape Landmarks
Statistical shape analysis is a very useful tool in a wide range of medi...
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08/16/2019
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration
Spatial transformations are enablers in a variety of medical image analy...
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08/16/2019
A Cooperative Autoencoder for Population-BasedRegularization of CNN Image Registration
Spatial transformations are enablers in a variety of medical image analy...
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06/13/2019
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets
Deep networks are an integral part of the current machine learning parad...
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09/28/2018
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images
Statistical shape modeling is an important tool to characterize variatio...
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05/15/2018
Building Anatomically Realistic Jaw Kinematics Model from Data
This paper considers a different aspect of anatomical face modeling: kin...
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04/25/2016
Towards Real-time Simulation of Hyperelastic Materials
We present a new method for real-time physics-based simulation supportin...
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06/20/2014