2008 |
13 | EE | Deniz Erdogmus,
Umut Ozertem,
Tian Lan:
Information Theoretic Feature Selection and Projection.
Speech, Audio, Image and Biomedical Signal Processing using Neural Networks 2008: 1-22 |
12 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Mean shift spectral clustering.
Pattern Recognition 41(6): 1924-1938 (2008) |
11 | EE | Puskal P. Pokharel,
Umut Ozertem,
Deniz Erdogmus,
Jose C. Principe:
Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK.
Signal Processing 88(6): 1368-1381 (2008) |
2007 |
10 | EE | Deniz Erdogmus,
Umut Ozertem:
Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS.
ICONIP (2) 2007: 488-497 |
9 | EE | Umut Ozertem,
Andras Gruber,
Deniz Erdogmus:
Automatic Brain Image Segmentation for Evaluation of Experimental Ischemic Stroke Using Gradient vector flow and kernel annealing.
IJCNN 2007: 1397-1400 |
8 | EE | Umut Ozertem,
Deniz Erdogmus:
A Nonparametric Approach for Active Contours.
IJCNN 2007: 1407-1410 |
7 | EE | Umut Ozertem,
Deniz Erdogmus:
Nonparametric Snakes.
IEEE Transactions on Image Processing 16(9): 2361-2368 (2007) |
6 | EE | Umut Ozertem,
Deniz Erdogmus:
Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors.
VLSI Signal Processing 49(2): 291-299 (2007) |
2006 |
5 | EE | Umut Ozertem,
Deniz Erdogmus,
Tian Lan:
Recursive Generalized Eigendecomposition for Independent Component Analysis.
ICA 2006: 198-205 |
4 | EE | Umut Ozertem,
Deniz Erdogmus:
Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution.
IJCNN 2006: 4892-4897 |
3 | EE | Tian Lan,
Deniz Erdogmus,
Umut Ozertem,
Yonghong Huang:
Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection.
IJCNN 2006: 5034-5039 |
2 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Spectral feature projections that maximize Shannon mutual information with class labels.
Pattern Recognition 39(7): 1241-1252 (2006) |
1 | EE | Anant Hegde,
José Carlos Príncipe,
Deniz Erdogmus,
Umut Ozertem,
Yadunandana N. Rao,
Hemanth Peddaneni:
Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis.
VLSI Signal Processing 45(1-2): 85-95 (2006) |