Geometric Analysis of Continuous, Planar Shapes. - Anuj Srivastava; Washington Mio; Eric Klassen; Shantanu H. Joshi (EMMCVPR, 2003)

Geometric Analysis of Constrained Curves. - Anuj Srivastava; Xiuwen Liu; Washington Mio; Eric Klassen (NIPS, 2003)

Elastic-String Models for Representation and Analysis of Planar Shapes. - Washington Mio; Anuj Srivastava (CVPR (2), 2004)

Hierarchical Organization of Shapes for Efficient Retrieval. - Shantanu H. Joshi; Anuj Srivastava; Washington Mio; Xiuwen Liu (ECCV (3), 2004)

Learning and Bayesian Shape Extraction for Object Recognition. - Washington Mio; Anuj Srivastava; Xiuwen Liu (ECCV (4), 2004)

Some approaches to shape analysis. - Anuj Srivastava; Washington Mio (EUSIPCO, 2004)

Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces. - Eric Klassen; Anuj Srivastava; Washington Mio; Shantanu H. Joshi (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Kernel Methods for Nonlinear Discriminative Data Analysis. - Xiuwen Liu; Washington Mio (EMMCVPR, 2005)

A Computational Approach to Fisher Information Geometry with Applications to Image Analysis. - Washington Mio; Dennis Badlyans; Xiuwen Liu (EMMCVPR, 2005)

Non-parametric information geometry and multi-scale models of texture. - Washington Mio; Dennis Badlyans; Xiuwen Liu (EUSIPCO, 2005)

3D curve interpolation and object reconstruction. - Sajjad Baloch; Hamid Krim; Washington Mio; Anuj Srivastava (ICIP (2), 2005)

Nonlinearity and optimal component analysis. - Washington Mio; Qiang Zhang; Xiuwcn Liu (IJCNN, 2005)

Elastic Shape Models for Interpolations of Curves in Image Sequences. - Shantanu H. Joshi; Anuj Srivastava; Washington Mio (IPMI, 2005)

Statistical Shape Analysis: Clustering, Learning, and Testing. - Anuj Srivastava; Shantanu H. Joshi; Washington Mio; Xiuwen Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences. - Shantanu H. Joshi; David Kaziska; Anuj Srivastava; Washington Mio (Statistics and Analysis of Shapes, 2006)

Recognition using Rapid Classification Tree. - Keith Haynes; Xiuwen Liu; Washington Mio (ICIP, 2006)

Splitting Factor Analysis and Multi-Class Boosting. - Xiuwen Liu; Washington Mio (ICIP, 2006)

Landmark Representation of Shapes and Fisher-Rao Geometry. - Washington Mio; Xiuwen Liu (ICIP, 2006)

Contour Inferences for Image Understanding. - Washington Mio; Anuj Srivastava; Xiuwen Liu (Int. J. Comput. Vis., 2006)

Modeling Brain Anatomy with 3D Arrangements of Curves. - Washington Mio; John Christopher Bowers; Monica K. Hurdal; Xiuwen Liu (ICCV, 2007)

Content-Based Image Categorization and Retrieval using Neural Networks. - Yuhua Zhu; Xiuwen Liu; Washington Mio (ICME, 2007)

Scalable optimal linear representation for face and object recognition. - Yiming Wu; Xiuwen Liu; Washington Mio (ICMLA, 2007)

Multi-Stage Optimal Component Analysis. - Yiming Wu; Xiuwen Liu; Washington Mio (IJCNN, 2007)

Parametrization, alignment and shape of spherical surfaces. - Xiuwen Liu; John Bowers; Washington Mio (VISAPP (1), 2007)

A learning approach to content-based image categorization and retrieval. - Washington Mio; Yuhua Zhu; Xiuwen Liu (VISAPP (2), 2007)

Optimal Factor Analysis and Applications to Content-Based Image Retrieval. - Yuhua Zhu; Washington Mio; Xiuwen Liu (VISIGRAPP (Selected Papers), 2007)

On Shape of Plane Elastic Curves. - Washington Mio; Anuj Srivastava; Shantanu H. Joshi (Int. J. Comput. Vis., 2007)

Kernel functions for robust 3D surface registration with spectral embeddings. - Xiuwen Liu; Arturo Donate; Matthew Jemison; Washington Mio (ICPR, 2008)

Transductive optimal component analysis. - Yuhua Zhu; Yiming Wu; Xiuwen Liu; Washington Mio (ICPR, 2008)

Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. - Xinyang Liu; Washington Mio; Yonggang Shi; Ivo D. Dinov; Xiuwen Liu; Natasha Leporé; Franco Lepore; Madeleine Fortin; Patrice Voss; Maryse Lassonde; Paul M. Thompson (MICCAI (2), 2008)

Two-stage optimal component analysis. - Yiming Wu; Xiuwen Liu; Washington Mio; Kyle A. Gallivan (Comput. Vis. Image Underst., 2008)

Learning representations for object classification using multi-stage optimal component analysis. - Yiming Wu; Xiuwen Liu; Washington Mio (Neural Networks, 2008)

Linear Representation Learning Using Sphere Factor Analysis. - Yiming Wu; Xiuwen Liu; Washington Mio (ICMLA, 2009)

Image retrieval based on intrinsic spectral histogram representation. - Yuhua Zhu; Xiuwen Liu; Washington Mio (IJCNN, 2009)

Optimal dimension reduction for image retrieval with correlation metrics. - Yuhua Zhu; Washington Mio; Xiuwen Liu (IJCNN, 2009)

Registration of Contours of Brain Structures Through a Heat-Kernel Representation of Shape. - Jonathan Bates; Ying Wang; Xiuwen Liu; Washington Mio (ISBI, 2009)

Mapping Hippocampal Atrophy with a Multi-Scale Model of Shape. - Xinyang Liu; Yonggang Shi; Jonathan H. Morra; Xiuwen Liu; Paul M. Thompson; Washington Mio (ISBI, 2009)

Spherical Representations of Shape Using Parametrizations with Minimal Distortion. - Yue Qiu; Ying Wang; Xiuwen Liu; Washington Mio (ISBI, 2009)

Shape of Elastic Strings in Euclidean Space. - Washington Mio; John Christopher Bowers; Xiuwen Liu (Int. J. Comput. Vis., 2009)

On generalization of performance of classifiers for steganalysis. - Josef D. Allen; Xiuwen Liu; Liam M. Mayron; Washington Mio (CSIIRW, 2010)

A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data. - Xinyang Liu; Xiuwen Liu; Yonggang Shi; Paul M. Thompson; Washington Mio (ECCV (3), 2010)

Scale-Space Spectral Representation of Shape. - Jonathan Bates; Xiuwen Liu; Washington Mio (ICPR, 2010)

Learning Metrics for Shape Classification and Discrimination. - Yu Fan; David Houle; Washington Mio (ICPR, 2010)

A Riemannian model of regional degeneration of the hippocampus in Alzheimer's disease. - Xiuwen Liu; Yonggang Shi; Ying Wang; Paul M. Thompson; Washington Mio (ISBI, 2010)

Spatial Sampling for Image Segmentation. - Mariano Rivera; Oscar Dalmau Cedeño; Washington Mio (ISCIS, 2010)

A Computational Model of Multidimensional Shape. - Xiuwen Liu; Yonggang Shi; Ivo D. Dinov; Washington Mio (Int. J. Comput. Vis., 2010)

Early detection of Alzheimer's based on intrinsic measurements. - Prabesh Kanel; Xiuwen Liu; Washington Mio (BIBM Workshops, 2011)

A hybrid PCA-LDA model for dimension reduction. - Nan Zhao; Washington Mio; Xiuwen Liu (IJCNN, 2011)

Spectral signatures of point clouds and applications to detection of Alzheimer's Disease through Neuroimaging. - Jonathan Bates; Dominic Pafundi; Prabesh Kanel; Xiuwen Liu; Washington Mio (ISBI, 2011)

Spatial Sampling for Image Segmentation. - Mariano Rivera; Oscar Dalmau Cedeño; Washington Mio; Alonso Ramirez-Manzanares (Comput. J., 2012)

Multiscale Covariance Fields, Local Scales, and Shape Transforms. - Diego H. Diaz Martinez; Facundo Mémoli; Washington Mio (GSI, 2013)

Density Estimators of Gaussian Type on Closed Riemannian Manifolds. - Jonathan Bates; Washington Mio (J. Math. Imaging Vis., 2014)

A topological study of functional data and Fréchet functions of metric measure spaces. - Haibin Hang; Facundo Mémoli; Washington Mio (J. Appl. Comput. Topol., 2019)

Learning shape metrics with Monte Carlo optimization. - Serdar Cellat; Yu Fan; Washington Mio; Giray Ökten (J. Comput. Appl. Math., 2019)

Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. - Shaeke Salman; Canlin Zhang; Xiuwen Liu; Washington Mio (IJCNN, 2020)

Decorated merge trees for persistent topology. - Justin Curry; Haibin Hang; Washington Mio; Tom Needham; Osman Berat Okutan (J. Appl. Comput. Topol., 2022)

Topologically Attributed Graphs for Shape Discrimination. - Justin Curry; Washington Mio; Tom Needham; Osman Berat Okutan; Florian Russold (TAG-ML, 2023)

Stability and Approximations for Decorated Reeb Spaces. - Justin Curry; Washington Mio; Tom Needham; Osman Berat Okutan; Florian Russold (SoCG, 2024)