Jouko Lampinen

45 papers A 1B 9C 2Misc 2Journal 20Unranked 11

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Reproducibility of importance extraction methods in neural network based fMRI classification. NeuroImage Athanasios Gotsopoulos, Heini Saarimäki, Enrico Glerean, Iiro P. Jääskeläinen, Mikko Sams, Lauri Nummenmaa, Jouko Lampinen
2016	J	`jnl`	Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment. IEEE Trans. Geosci. Remote. Sens. Matti Lehtomäki, Anttoni Jaakkola, Juha Hyyppä, Jouko Lampinen, Harri Kaartinen, Antero Kukko, Eetu Puttonen, Hannu Hyyppä
2009	—	`conf`	Incremental Bayesian learning of feature points from natural images. CVPR Workshops Miika Toivanen, Jouko Lampinen
2009	Misc	`conf`	Incremental Object Matching with Bayesian Methods and Particle Filters. DICTA Miika Toivanen, Jouko Lampinen
2009	C	`conf`	Probabilistic View on Self-organizing Maps and Dimension Reduction. IJCCI Jouko Lampinen
2007	J	`jnl`	Automatic relevance determination based hierarchical Bayesian MEG inversion in practice. NeuroImage Aapo Nummenmaa, Toni Auranen, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Mikko Sams, Aki Vehtari, Jouko Lampinen
2007	J	`jnl`	CATS benchmark time series prediction by Kalman smoother with cross-validated noise density. Neurocomputing Simo Särkkä, Aki Vehtari, Jouko Lampinen
2007	J	`jnl`	Hierarchical Bayesian estimates of distributed MEG sources: Theoretical aspects and comparison of variational and MCMC methods. NeuroImage Aapo Nummenmaa, Toni Auranen, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Jouko Lampinen, Mikko Sams, Aki Vehtari
2007	J	`jnl`	On steerability of Gabor-type filters for feature detection. Pattern Recognit. Lett. Ilkka Kalliomäki, Jouko Lampinen
2007	J	`jnl`	Rao-Blackwellized particle filter for multiple target tracking. Inf. Fusion Simo Särkkä, Aki Vehtari, Jouko Lampinen
2006	J	`jnl`	Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions. IEEE Trans. Pattern Anal. Mach. Intell. Toni Tamminen, Jouko Lampinen
2005	—	`conf`	Approximate Steerability of Gabor Filters for Feature Detection. SCIA Ilkka Kalliomäki, Jouko Lampinen
2005	J	`jnl`	Bayesian analysis of the neuromagnetic inverse problem with ℓ NeuroImage Toni Auranen, Aapo Nummenmaa, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Jouko Lampinen, Aki Vehtari, Mikko Sams
2005	—	`conf`	Joint Modeling of Facial Expression and Shape from Video. SCIA Toni Tamminen, Jari Kätsyri, Michael Frydrych, Jouko Lampinen
2005	J	`jnl`	Shape analysis of concrete aggregates for statistical quality modeling. Mach. Vis. Appl. Ilkka Kalliomäki, Aki Vehtari, Jouko Lampinen
2004	A	`conf`	A Bayesian Occlusion Model for Sequential Object Matching. BMVC Toni Tamminen, Jouko Lampinen
2004	B	`conf`	Efficient proposal distributions for MCMC image segmentation. ICIP Timo Kostiainen, Jouko Lampinen
2004	B	`conf`	Time series prediction by Kalman smoother with cross-validated noise density. IJCNN Simo Särkkä, Aki Vehtari, Jouko Lampinen
2004	B	`conf`	Time series prediction by Kalman smoother with cross-validated noise density. IJCNN Simo Särkkä, Aki Vehtari, Jouko Lampinen
2003	J	`jnl`	Cam shape optimisation by genetic algorithm. Comput. Aided Des. Jouko Lampinen
2003	—	`conf`	Learning an Object Model for Feature Matching in Clutter. SCIA Toni Tamminen, Jouko Lampinen
2003	—	`conf`	Modeling of Pose Effects in Oriented Filter Responses for Head Pose Estimation. SCIA Ilkka Kalliomäki, Jouko Lampinen
2003	J	`jnl`	Reversible jump MCMC for two-state multivariate Poisson mixtures. Kybernetika Jani Lahtinen, Jouko Lampinen
2002	J	`jnl`	Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities. Neural Comput. Aki Vehtari, Jouko Lampinen
2002	J	`jnl`	On the generative probability density model in the self-organizing map. Neurocomputing Timo Kostiainen, Jouko Lampinen
2001	J	`jnl`	Bayesian approach for neural networks--review and case studies. Neural Networks Jouko Lampinen, Aki Vehtari
2001	—	`conf`	Modeling of audiovisual speech perception in noise. AVSP Tobias S. Andersen, Kaisa Tiippana, Jouko Lampinen, Mikko Sams
2001	J	`jnl`	Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. Neural Process. Lett. Markus Varsta, Jukka Heikkonen, Jouko Lampinen, José del R. Millán
2000	B	`conf`	Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. ESANN Markus Varsta, Jukka Heikkonen, Jouko Lampinen
2000	J	`jnl`	Bayesian MLP neural networks for image analysis. Pattern Recognit. Lett. Aki Vehtari, Jouko Lampinen
2000	—	`conf`	Bayesian techniques for neural networks - Review and case studies. EUSIPCO Jouko Lampinen, Aki Vehtari
2000	—	`conf`	Improved Rotational Invariance for Statistical Inverse in Electrical Impedance Tomography. IJCNN (2) Jani Lahtinen, Tomas Martinsen, Jouko Lampinen
2000	—	`conf`	On MCMC Sampling in Bayesian MLP Neural Networks. IJCNN (1) Aki Vehtari, Simo Särkkä, Jouko Lampinen
2000	B	`conf`	Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation. ESANN Jouko Lampinen, Timo Kostiainen
1999	B	`conf`	Application of Bayesian neural network in electrical impedance tomography. IJCNN Jouko Lampinen, Aki Vehtari, Kimmo Leinonen
1999	B	`conf`	Bayesian neural networks with correlating residuals. IJCNN Aki Vehtari, Jouko Lampinen
1999	B	`conf`	Overtraining and model selection with the self-organizing map. IJCNN Jouko Lampinen, Timo Kostiainen
1999	B	`conf`	Selection of training samples for learning with hints. IJCNN Jouko Lampinen, Paula Litkey, Harri Hakkarainen
1997	C	`conf`	Experiments on Regularizing MLP Models with Background Knowledge. ICANN Arto Selonen, Jouko Lampinen
1996	J	`jnl`	Self-Organizing Feature Extraction in Recognition of Wood Surface Defects and Color Images. Int. J. Pattern Recognit. Artif. Intell. Jouko Lampinen, Seppo Smolander
1995	J	`jnl`	Distortion tolerant pattern recognition based on self-organizing feature extraction. IEEE Trans. Neural Networks Jouko Lampinen, Erkki Oja
1995	—	`conf`	Multilayer perceptron training with inaccurate derivative information. ICNN Jouko Lampinen, Arto Selonen
1992	J	`jnl`	Clustering properties of hierarchical self-organizing maps. J. Math. Imaging Vis. Jouko Lampinen, Erkki Oja
1989	—	`conf`	Fast Computation of Kohonen Self-Organization. NATO Neurocomputing Jouko Lampinen, Erkki Oja
1986	Misc	`conf`	A fast local PPF restoration filter. ICASSP Erkki Oja, Jouko Lampinen