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» Image processing and data analysis: The multiscale approach
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TMI
2011
127views more  TMI 2011»
14 years 11 months ago
Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach
Abstract—Many practical applications require the reconstruction of images from irregularly sampled data. The spline formalism offers an attractive framework for solving this prob...
Oleksii Vyacheslav Morozov, Michael Unser, Patrick...
ICCV
2011
IEEE
14 years 4 months ago
Localized Principal Component Analysis based Curve Evolution: A Divide and Conquer Approach
We propose a novel localized principal component analysis (PCA) based curve evolution approach which evolves the segmenting curve semi-locally within various target regions (divis...
Vikram Appia, Balaji Ganapathy, Tracy Faber, Antho...
IPMI
2009
Springer
16 years 5 months ago
Tractography Segmentation Using a Hierarchical Dirichlet Processes Mixture Model
In this paper, we propose a new nonparametric Bayesian framework to cluster white matter fiber tracts into bundles using a hierarchical Dirichlet processes mixture (HDPM) model. Th...
Carl-Fredrik Westin, W. Eric L. Grimson, Xiaogang ...
ICIP
2008
IEEE
16 years 6 months ago
Evaluation and benchmark for biological image segmentation
This paper describes ongoing work on creating a benchmarking and validation dataset for biological image segmentation. While the primary target is biological images, we believe th...
Elisa Drelie Gelasca, Jiyun Byun, Boguslaw Obara, ...
BILDMED
2007
135views Algorithms» more  BILDMED 2007»
15 years 6 months ago
A New Class of Distance Measures for Registration of Tubular Models to Image Data
In some registration applications additional user knowledge is available, which can improve and accelerate the registration process, especially for non-rigid registration. This is ...
Thomas Lange, Hans Lamecker, Michael Hünerbei...