Geodesic shape regression with multiple geometries and sparse parameters

[1]  P. Thomas Fletcher,et al.  A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction , 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

[2]  Joan Alexis Glaunès Transport par difféomorphismes de points, de mesures et de courants pour la comparaison de formes et l'anatomie numérique , 2005 .

[3]  P. Thomas Fletcher,et al.  Population Shape Regression from Random Design Data , 2007, 2007 IEEE 11th International Conference on Computer Vision.

[4]  R. Tingley,et al.  Desiccation Risk Drives the Spatial Ecology of an Invasive Anuran (Rhinella marina) in the Australian Semi-Desert , 2011, PloS one.

[5]  Guido Gerig,et al.  Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets , 2009, MICCAI.

[6]  Joan Alexis Glaunès,et al.  Surface Matching via Currents , 2005, IPMI.

[7]  Guido Gerig,et al.  Estimation of Smooth Growth Trajectories with Controlled Acceleration from Time Series Shape Data , 2011, MICCAI.

[8]  P. Thomas Fletcher,et al.  Intrinsic Polynomials for Regression on Riemannian Manifolds , 2014, Journal of Mathematical Imaging and Vision.

[9]  Alain Trouvé,et al.  The Varifold Representation of Nonoriented Shapes for Diffeomorphic Registration , 2013, SIAM J. Imaging Sci..

[10]  Alain Trouvé,et al.  Geodesic Shooting for Computational Anatomy , 2006, Journal of Mathematical Imaging and Vision.

[11]  Dinggang Shen,et al.  4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement , 2012, STIA.

[12]  John H. Gilmore,et al.  Group analysis of DTI fiber tract statistics with application to neurodevelopment , 2009, NeuroImage.

[13]  Guido Gerig,et al.  Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms , 2013, GSI.

[14]  Alain Trouvé,et al.  Diffeomorphisms Groups and Pattern Matching in Image Analysis , 1998, International Journal of Computer Vision.

[15]  Daniel Rueckert,et al.  Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation , 2011, International Journal of Computer Vision.

[16]  Guido Gerig,et al.  Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling , 2012, MICCAI.

[17]  J. Gilmore,et al.  Infant Brain Atlases from Neonates to 1- and 2-Year-Olds , 2011, PloS one.

[18]  Guido Gerig,et al.  Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data , 2012, International Journal of Computer Vision.

[19]  Jane S. Paulsen,et al.  Brain Structure in Preclinical Huntington’s Disease , 2006, Biological Psychiatry.

[20]  M. Niethammer,et al.  DTI Longitudinal Atlas Construction as an Average of Growth Models , 2010 .

[21]  Brian B. Avants,et al.  Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain , 2008, Medical Image Anal..

[22]  Guido Gerig,et al.  Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis , 2011, IPMI.

[23]  Franccois-Xavier Vialard,et al.  Shape Splines and Stochastic Shape Evolutions: A Second Order Point of View , 2010, 1003.3895.

[24]  Guido Gerig,et al.  Morphometry of anatomical shape complexes with dense deformations and sparse parameters , 2014, NeuroImage.

[25]  P. Fletcher Geodesic Regression on Riemannian Manifolds , 2011 .

[26]  Nuno Vasconcelos,et al.  Parametric Regression on the Grassmannian , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[27]  Guido Gerig,et al.  Valmet: A New Validation Tool for Assessing and Improving 3D Object Segmentation , 2001, MICCAI.

[28]  Jane S. Paulsen,et al.  Striatal and white matter predictors of estimated diagnosis for Huntington disease , 2010, Brain Research Bulletin.

[29]  P. Thomas Fletcher,et al.  Geodesic Regression and the Theory of Least Squares on Riemannian Manifolds , 2012, International Journal of Computer Vision.

[30]  Stanley Durrleman,et al.  Sparse Adaptive Parameterization of Variability in Image Ensembles , 2012, International Journal of Computer Vision.

[31]  D. Kendall SHAPE MANIFOLDS, PROCRUSTEAN METRICS, AND COMPLEX PROJECTIVE SPACES , 1984 .

[32]  Rudrasis Chakraborty,et al.  Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis , 2015, MICCAI.

[33]  A. Benraiss,et al.  Cellular Therapy and Induced Neuronal Replacement for Huntington’s Disease , 2011, Neurotherapeutics.

[34]  Milan Sonka,et al.  3D Slicer as an image computing platform for the Quantitative Imaging Network. , 2012, Magnetic resonance imaging.

[35]  Guido Gerig,et al.  Geodesic Shape Regression in the Framework of Currents , 2013, IPMI.

[36]  Stephen R. Marsland,et al.  Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images , 2004, IEEE Transactions on Medical Imaging.

[37]  Guido Gerig,et al.  Unbiased diffeomorphic atlas construction for computational anatomy , 2004, NeuroImage.

[38]  Guido Gerig,et al.  Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy , 2012, STIA.

[39]  Guido Gerig,et al.  Geodesic regression of image and shape data for improved modeling of 4D trajectories , 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

[40]  Guido Gerig,et al.  Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters , 2012, MICCAI.

[41]  Nuno Vasconcelos,et al.  Geodesic Regression on the Grassmannian , 2014, ECCV.

[42]  François-Xavier Vialard,et al.  Splines for diffeomorphisms , 2015, Medical Image Anal..

[43]  François-Xavier Vialard,et al.  Geodesic Regression for Image Time-Series , 2011, MICCAI.

[44]  Guido Gerig,et al.  Particle Based Shape Regression of Open Surfaces with Applications to Developmental Neuroimaging , 2009, MICCAI.

[45]  P. Thomas Fletcher,et al.  Hierarchical Geodesic Models in Diffeomorphisms , 2015, International Journal of Computer Vision.

[46]  Martin Styner,et al.  Subcortical structure segmentation using probabilistic atlas priors , 2007, SPIE Medical Imaging.

[47]  Michael I. Miller,et al.  Landmark matching via large deformation diffeomorphisms , 2000, IEEE Trans. Image Process..