2008 |
18 | EE | Robert Jenssen,
Torbjørn Eltoft:
A new information theoretic analysis of sum-of-squared-error kernel clustering.
Neurocomputing 72(1-3): 23-31 (2008) |
2007 |
17 | EE | Robert Jenssen,
Deniz Erdogmus,
Jose C. Principe,
Torbjørn Eltoft:
The Laplacian Classifier.
IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007) |
16 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
Jose C. Principe,
Torbjørn Eltoft:
Information cut for clustering using a gradient descent approach.
Pattern Recognition 40(3): 796-806 (2007) |
2006 |
15 | EE | Taesu Kim,
Torbjørn Eltoft,
Te-Won Lee:
Independent Vector Analysis: An Extension of ICA to Multivariate Components.
ICA 2006: 165-172 |
14 | EE | Torbjørn Eltoft,
Taesu Kim,
Te-Won Lee:
Multivariate Scale Mixture of Gaussians Modeling.
ICA 2006: 799-806 |
13 | EE | Robert Jenssen,
Torbjørn Eltoft,
Mark Girolami,
Deniz Erdogmus:
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm.
NIPS 2006: 633-640 |
12 | EE | Torbjørn Eltoft:
Modeling the amplitude statistics of ultrasonic images.
IEEE Trans. Med. Imaging 25(2): 229-240 (2006) |
11 | EE | Robert Jenssen,
Torbjørn Eltoft,
Deniz Erdogmus,
Jose C. Principe:
Some Equivalences between Kernel Methods and Information Theoretic Methods.
VLSI Signal Processing 45(1-2): 49-65 (2006) |
2005 |
10 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
EMMCVPR 2005: 34-45 |
9 | EE | Torbjørn Eltoft:
The Rician inverse Gaussian distribution: a new model for non-Rayleigh signal amplitude statistics.
IEEE Transactions on Image Processing 14(11): 1722-1735 (2005) |
2004 |
8 | EE | Robert Jenssen,
Deniz Erdogmus,
José Carlos Príncipe,
Torbjørn Eltoft:
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
NIPS 2004 |
2003 |
7 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Information Force Clustering Using Directed Trees.
EMMCVPR 2003: 68-82 |
6 | | Torbjørn Eltoft:
A new statistical model for nonRayleigh amplitude signals.
ICIP (1) 2003: 233-236 |
5 | EE | Robert Jenssen,
Torbjørn Eltoft:
Independent component analysis for texture segmentation.
Pattern Recognition 36(10): 2301-2315 (2003) |
1999 |
4 | EE | Tor Berger,
Jan-Olov Strömberg,
Torbjørn Eltoft:
Adaptive regularized constrained least squares image restoration.
IEEE Transactions on Image Processing 8(9): 1191-1203 (1999) |
1998 |
3 | EE | Torbjørn Eltoft,
Rui J. P. deFigueiredo:
A new neural network for cluster-detection-and-labeling.
IEEE Transactions on Neural Networks 9(5): 1021-1035 (1998) |
1996 |
2 | EE | Torbjørn Eltoft,
Rui J. P. de Figueiredo:
Pattern classification of non-sparse data using optimal interpolative nets.
Neurocomputing 10(4): 385-403 (1996) |
1995 |
1 | EE | Torbjørn Eltoft,
Rui J. P. de Figueiredo:
Illumination control as a means of enhancing image features in active vision systems.
IEEE Transactions on Image Processing 4(11): 1520-1530 (1995) |