Publications

Models of Normal Variation and Local Contrasts in Hippocampal Anatomy

Xinyang Liu, W. Mio, Y. Shi, I. Dinov, Xiuwen Liu, N. Lepore, F. Lepore, M. Fortin, P. Voss, M. Lassonde, P. Thompson
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), New York, NY, 2008.

Shape of Elastic Strings in Euclidean Space: An Infinite-Dimensional Family of Metrics (pdf)

W. Mio, J. C. Bowers, and X. Liu
Submitted for publication, 2007.

Modeling Brain Anatomy with 3D Arrangements of Curves

W. Mio, J. C. Bowers, M. Hurdal, and X. Liu
Proc. Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), Rio de Janeiro, Brazil, 2007.

Learning Representations for Object Recognition Using Multi-Stage Optimal Component Analysis

Y. Wu, X. Liu, and W. Mio
Neural Networks 21 (2008), 214-221.

Two-Stage Optimal Component Analysis via Dimensional Reduction

Y. Wu, X. Liu, W. Mio, K. Gallivan
Computer Vision and Image Understanding 110 (2008), 91-101.

Scalable Optimal Linear Representation for Face and Object Recognition

Y. Wu, X. Liu, and W. Mio
International Conference on Machine Learning and Applications (ICMLA), Cincinnati, OH, 2007.

Multi-Stage Optimal Component Analysis

Y. Wu, X. Liu, and W. Mio
International Joint Conference on Machine Neural Networks (IJCNN), Orlando, FL, 2007, 2545-2550.

Parametrization, Alignment and Shape of Spherical Surfaces

X. Liu, J. Bowers, and W. Mio
Proc. 2nd International Conference on Computer Vision Theory and Applications (VISAPP, Barcelona, Spain) vol. 1, 2007, 199-206.

A Learning Approach to Content-Based Image Categorization and Retrieval

W. Mio. Y. Zhu, and X. Liu
Proc. 2nd International Conference on Computer Vision Theory and Applications (VISAPP, Barcelona, Spain) vol. 2, 2007, 36-43.

Landmark Representation of Shapes and Fisher-Rao Geometry

W. Mio and X. Liu
Proc. 13th International Conference on Image Processing (ICIP), Atlanta, GA, 2006.

Splitting Factor Analysis and Multi-Class Boosting

X. Liu and W. Mio
Proc. 13th International Conference on Image Processing (ICIP), Atlanta, GA, 2006.

Recognition Using Rapid Classification Trees

K. Haynes, X. Liu, and W. Mio
Proc. 13th International Conference on Image Processing (ICIP), Atlanta, GA, 2006.

Two-Stage Optimal Component Analysis

Y. Wu, X. Liu, W. Mio, and K. Gallivan
Proc. 13th International Conference on Image Processing (ICIP), Atlanta, GA, 2006, 2041-2044.

Riemnnian Structures on Shape Spaces: a Framework for Statistical Inferences

S. Joshi, D. Kaziska, A. Srivastava, and W. Mio
In Statistics and Analysis of Shapes; eds. H. Krim and A. Yezzi, Birkhauser, Boston, 2006.

On Shape of Plane Elastic Curves

W. Mio, A. Srivastava, and S. Joshi
International Journal of Computer Vision, 73(3), 307-324, 2007.

A Computational Approach to Fisher Information Geometry with Applications to Image Analysis

W. Mio, D. Badlyans, and X. Liu
Proc. of EMMCVPR 2005 (St. Augustine, FL), Lecture Notes in Computer Science 3757 (2005), 18-33.

Kernel Methods for Nonlinear Discriminative Data Analysis

X. Liu and W. Mio
Proc. of 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), St. Augustine, FL, 2005.

3D Curve Interpolation and Object Reconstruction

S. Baloch, H. Krim, W. Mio, and A. Srivastava
Proc. of the International Conference on Image Processing (ICIP), Genoa, Italy, 2005 .

Elastic Shape Models for Interpolations of Curves in Image Sequences

S. Joshi, A. Srivastava, and W. Mio
Proc. of the Conference on Information Processing in Medical Imaging (IPMI), Glenwood Springs, CO, 2005.

Non-Parametric Information Geometry and Multi-Scale Models of Texture

W. Mio, D. Badlyans, and X. Liu
Proc. 13th European Signal Processing Conference (EUSIPCO), Antalya, Turkey, 2005.

Nonlinearity and Optimal Component Analysis

W. Mio, Q. Zhang, and X. Liu
Proc. of the International Joint Conference on Neural Networks (IJCNN), Montreal, Canada, 2005.

Contour Inferences for Image Understanding

W. Mio, A. Srivastava, and X. Liu
International Journal of Computer Vision 69 (2006), 137-144.

Elastic-String Models for Representation and Analysis of Planar Shapes

W. Mio and A. Srivastava
Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR), Washington, DC, 2004.

Learning and Bayesian Shape Extraction for Object Recognition

W. Mio, A. Srivastava, and X. Liu
Proceedings of the 8th European Conference on Computer Vision (ECCV), Prague, Czech Republic, 2004.

Hierarchical Organization of Shapes for Efficient Retrieval

S. Joshi, A. Srivastava, W. Mio, and X. Liu
Proceedings of the 8th European Conference on Computer Vision (ECCV), Prague, Czech Republic, 2004.

Statistical Shape Analysis: Clustering, Learning and Testing

A. Srivastava, S. Joshi, W. Mio, and X. Liu
IEEE Trans. Pattern Analysis and Machine Intelligence 27 (2005), 590-602.

Some Approaches to Shape Analysis

A. Srivastava and W. Mio
Proc. 12th Europena Conference on Signal Processing (EUSIPCO), Vienna, Austria, 2004.

Computational Approaches to a Statistical Theory of Shapes

A. Srivastava, W. Mio, X. Liu, and E. Klassen
Proc. 17th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, Canada, 2003.

Geometric Analysis of Constrained Curves for Image Understanding

A. Srivastava, W. Mio, E. Klassen, and X. Liu
Proc. 2nd IEEE International Workshop on Variational, Geometric and Level-Set Methods in Computer Vision (VLSM), Nice, France, 2003.

Geometric Analysis of Continuous, Planar Shapes

A. Srivastava, W. Mio, E. Klassen, and S. Joshi
Proc. 4th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Lisbon, Portugal, 2003.

Interpolations with Elasticae in Euclidean Spaces

W. Mio, A. Srivastava, and E. Klassen (pdf)
Quarterly of Applied Mathematics 62 (2004), 359-378.

Analysis of Planar Shapes Using Geodesic Paths in Shape Spaces

E. Klassen, A. Srivastava, W. Mio, and S. Joshi
IEEE Trans. Pattern Analysis and Machine Intelligence 26 (2004), 372-383.