Jouko Lampinen

According to our database1, Jouko Lampinen authored at least 41 papers between 1992 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2018
Reproducibility of importance extraction methods in neural network based fMRI classification.
NeuroImage, 2018

2016
Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment.
IEEE Trans. Geoscience and Remote Sensing, 2016

2009
Probabilistic View on Self-organizing Maps and Dimension Reduction.
Proceedings of the IJCCI 2009, 2009

Incremental Object Matching with Bayesian Methods and Particle Filters.
Proceedings of the DICTA 2009, 2009

Incremental Bayesian learning of feature points from natural images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2007
On steerability of Gabor-type filters for feature detection.
Pattern Recognition Letters, 2007

Automatic relevance determination based hierarchical Bayesian MEG inversion in practice.
NeuroImage, 2007

Hierarchical Bayesian estimates of distributed MEG sources: Theoretical aspects and comparison of variational and MCMC methods.
NeuroImage, 2007

Rao-Blackwellized particle filter for multiple target tracking.
Information Fusion, 2007

CATS benchmark time series prediction by Kalman smoother with cross-validated noise density.
Neurocomputing, 2007

2006
Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005
Bayesian analysis of the neuromagnetic inverse problem with ℓp-norm priors.
NeuroImage, 2005

Shape analysis of concrete aggregates for statistical quality modeling.
Mach. Vis. Appl., 2005

Joint Modeling of Facial Expression and Shape from Video.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Approximate Steerability of Gabor Filters for Feature Detection.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

2004
Efficient proposal distributions for MCMC image segmentation.
Proceedings of the 2004 International Conference on Image Processing, 2004

A Bayesian Occlusion Model for Sequential Object Matching.
Proceedings of the British Machine Vision Conference, 2004

2003
Reversible jump MCMC for two-state multivariate Poisson mixtures.
Kybernetika, 2003

Cam shape optimisation by genetic algorithm.
Computer-Aided Design, 2003

Learning an Object Model for Feature Matching in Clutter.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Modeling of Pose Effects in Oriented Filter Responses for Head Pose Estimation.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

2002
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities.
Neural Computation, 2002

On the generative probability density model in the self-organizing map.
Neurocomputing, 2002

2001
Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison.
Neural Processing Letters, 2001

Bayesian approach for neural networks--review and case studies.
Neural Networks, 2001

Modeling of audiovisual speech perception in noise.
Proceedings of the Auditory-Visual Speech Processing, 2001

2000
Bayesian MLP neural networks for image analysis.
Pattern Recognition Letters, 2000

On MCMC Sampling in Bayesian MLP Neural Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Improved Rotational Invariance for Statistical Inverse in Electrical Impedance Tomography.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Bayesian techniques for neural networks - Review and case studies.
Proceedings of the 10th European Signal Processing Conference, 2000

Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map.
Proceedings of the ESANN 2000, 2000

Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation.
Proceedings of the ESANN 2000, 2000

1999
Bayesian neural networks with correlating residuals.
Proceedings of the International Joint Conference Neural Networks, 1999

Application of Bayesian neural network in electrical impedance tomography.
Proceedings of the International Joint Conference Neural Networks, 1999

Selection of training samples for learning with hints.
Proceedings of the International Joint Conference Neural Networks, 1999

Overtraining and model selection with the self-organizing map.
Proceedings of the International Joint Conference Neural Networks, 1999

1997
Experiments on Regularizing MLP Models with Background Knowledge.
Proceedings of the Artificial Neural Networks, 1997

1996
Self-Organizing Feature Extraction in Recognition of Wood Surface Defects and Color Images.
IJPRAI, 1996

1995
Distortion tolerant pattern recognition based on self-organizing feature extraction.
IEEE Trans. Neural Networks, 1995

Multilayer perceptron training with inaccurate derivative information.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1992
Clustering properties of hierarchical self-organizing maps.
Journal of Mathematical Imaging and Vision, 1992


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