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ISBI
2009
IEEE
14 years 3 months ago
Automatic Segmentation of Head Structures on Fetal MRI
Recent improvements of fetal MRI acquisitions now allow threedimensional segmentation of fetal structures, to extract biometrical measures for pregnancy follow-up. Automation of t...
Jérémie Anquez, Elsa D. Angelini, Is...
IDA
2009
Springer
14 years 2 months ago
Bayesian Non-negative Matrix Factorization
Abstract. We present a Bayesian treatment of non-negative matrix factorization (NMF), based on a normal likelihood and exponential priors, and derive an efficient Gibbs sampler to ...
Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen
ICIP
2008
IEEE
14 years 2 months ago
Rate-efficient visual correspondences using random projections
We consider the problem of establishing visual correspondences in a distributed and rate-efficient fashion by broadcasting compact descriptors. Establishing visual correspondence...
Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran
ICIP
2007
IEEE
14 years 2 months ago
Classification by Cheeger Constant Regularization
This paper develops a classification algorithm in the framework of spectral graph theory where the underlying manifold of a high dimensional data set is described by a graph. The...
Hsun-Hsien Chang, José M. F. Moura
ISBI
2007
IEEE
14 years 2 months ago
Semi-Automatic Coronary Artery Centerline Extraction in Computed Tomography Angiography Data
This paper presents a semi-automatic coronary centerline extraction algorithm for computed tomography angiography data. The method applies region growing to computed tomography an...
Coert Metz, Michiel Schaap, Alina G. van der Giess...