Volume 65, Issue 3

Search all Journal of Signal Processing Systems articles

December 2011

Machine Learning for Signal Processing

Issue Editors:

Jocelyn Chanussot,
Christian Jutten

20 articles in this issue

Special Issue on Machine Learning for Signal Processing
Jocelyn Chanussot
Christian Jutten
Editorial 21 October 2011 Pages: 287 - 288
A Closed-form Solution for the Pre-image Problem in Kernel-based Machines
Paul Honeine
Cédric Richard
OriginalPaper 17 April 2010 Pages: 289 - 299
Structured Output SVM for Remote Sensing Image Classification
Devis Tuia
Jordi Muñoz-Marí
Gustavo Camps-Valls
OriginalPaper 28 April 2010 Pages: 301 - 310
Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors
Leonardo Tomazeli Duarte
Christian Jutten
Saïd Moussaoui
OriginalPaper 07 May 2010 Pages: 311 - 323
Min-max Extrapolation Scheme for Fast Estimation of 3D Potts Field Partition Functions. Application to the Joint Detection-Estimation of Brain Activity in fMRI
Laurent Risser
Thomas Vincent
Philippe Ciuciu
OriginalPaper 20 July 2010 Pages: 325 - 338
Single-Channel Source Separation of Audio Signals Using Bark Scale Wavelet Packet Decomposition
Yevgeni Litvin
Israel Cohen
OriginalPaper 06 August 2010 Pages: 339 - 350
Correlated Noise: How it Breaks NMF, and What to Do About it
Sergey M. Plis
Vamsi K. Potluru
Vince D. Calhoun
OriginalPaper 04 August 2010 Pages: 351 - 359
Missing Data Imputation for Time-Frequency Representations of Audio Signals
Paris Smaragdis
Bhiksha Raj
Madhusudana Shashanka
OriginalPaper 04 August 2010 Pages: 361 - 370
Novelty Detection with Multivariate Extreme Value Statistics
David Andrew Clifton
Samuel Hugueny
Lionel Tarassenko
OriginalPaper 13 August 2010 Pages: 371 - 389
Online SVR Training by Solving the Primal Optimization Problem
Dominik Brugger
Wolfgang Rosenstiel
Martin Bogdan
OriginalPaper 05 August 2010 Pages: 391 - 402
Regularized Pre-image Estimation for Kernel PCA De-noising
Trine Julie Abrahamsen
Lars Kai Hansen
OriginalPaper 11 August 2010 Pages: 403 - 412
Information–Theoretic Multiclass Classification Based on Binary Classifiers
Sviatoslav Voloshynovskiy
Oleksiy Koval
Taras Holotyak
OriginalPaper 17 September 2010 Pages: 413 - 430
Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach
Carsten Stahlhut
Morten Mørup
Lars Kai Hansen
OriginalPaper 01 October 2010 Pages: 431 - 444
Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity
Steven Le Cam
Christophe Collet
Fabien Salzenstein
OriginalPaper 01 October 2010 Pages: 445 - 456
Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features
Bin Luo
Jocelyn Chanussot
OriginalPaper 22 October 2010 Pages: 457 - 468
Fixed-Interval Kalman Smoothing Algorithms in Singular State–Space Systems
Boujemaa Ait-El-Fquih
François Desbouvries
OriginalPaper 02 October 2010 Pages: 469 - 478
Unmixing of Hyperspectral Images using Bayesian Non-negative Matrix Factorization with Volume Prior
Morten Arngren
Mikkel N. Schmidt
Jan Larsen
OriginalPaper 01 October 2010 Pages: 479 - 496
Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI
Pedro A. Rodriguez
Nicolle M. Correa
Tülay Adalı
OriginalPaper 30 September 2010 Pages: 497 - 508
Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations
Miguel Vega
Javier Mateos
Aggelos K. Katsaggelos
OriginalPaper 18 November 2010 Pages: 509 - 523
Blind Deconvolution of Multi-Input Single-Output Systems Using the Distribution of Point Distances
Konstantinos Diamantaras
Theophilos Papadimitriou
OriginalPaper 13 November 2010 Pages: 525 - 534

Volume 65, Issue 3

Search

Navigation