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ISBI
2009
IEEE
15 years 10 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
15 years 10 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
15 years 10 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
15 years 10 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
15 years 10 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...