PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Jorma Laaksonen

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Number of EPrints submitted by this user: 34

Interactive retrieval in facial image database using Self-Organizing Maps
Zhirong Yang and Jorma Laaksonen
In: IAPR Conference on Machine Vision Applications, 16-18 May 2005, Tsukuba Science City, Japan.

Emergence of semantic concepts in visual databases
Jorma Laaksonen, Ville Viitaniemi and Markus Koskela
In: International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, 15-17 Jun 2005, Espoo, Finland.

Application of Self-Organizing Maps and automatic image segmentation to 101 object categories database
Jorma Laaksonen, Ville Viitaniemi and Markus Koskela
In: Fourth International Workshop on Content-Based Multimedia Indexing, 21-23 Jun 2005, Riga, Latvia.

Approximated classification in interactive facial image retrieval
Zhirong Yang and Jorma Laaksonen
In: 14th Scandinavian Conference on Image Analysis, 19-22 Jun 2005, Joensuu, Finland.

Semantic annotation of image groups with Self-Organizing Maps
Markus Koskela and Jorma Laaksonen
In: 4th International Conference on Image and Video Retrieval, 20-22 Jul 2005, Singapore.

Partial relevance in interactive facial image retrieval
Zhirong Yang and Jorma Laaksonen
In: 3rd International Conference on Advances in Pattern Recognition, 22-25 Aug 2005, Bath, United Kingdom.

Content-based retrieval of web pages and other hierarchical objects with Self-Organizing Maps
Mats Sjöberg and Jorma Laaksonen
In: 15th International Conference on Artificial Neural Networks, 11-15 Sep 2005, Warsaw, Poland.

Self-organizing map application for retrieval of man-made structures in remote sensing data
Matthieu Molinier, Jorma Laaksonen, Jussi Ahola and Tuomas Häme
In: ESA-EUSC 2005: Image Information Mining - Theory and Application to Earth Observation, 5-7 Oct 2005, Frascati, Italy.

Keyword-detection approach to automatic image annotation
Ville Viitaniemi and Jorma Laaksonen
In: 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies, 30 Nov - 01 Dec 2005, London, United Kingdom.

PicSOM experiments in TRECVID 2005
Markus Koskela, Jorma Laaksonen, Mats Sjöberg and Hannes Muurinen
In: TRECVID 2005 Workshop, 14-15 Nov 2005, Gaithersburg, MD, USA.

Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities
Ramunas Girdziusas and Jorma Laaksonen
In: 16th European Conference on Machine Learning, 3-7 Oct 2005, Porto, Portugal.

Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression
Ramunas Girdziusas and Jorma Laaksonen
In: 3rd International Conference on Advances in Pattern Recognition, 22-25 Aug 2005, Bath, United Kingdom.

Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering
Ramunas Girdziusas and Jorma Laaksonen
In: 15th International Conference on Artificial Neural Networks, 11-15 Sep 2005, Warsaw, Poland.

Gaussian Processes of Nonlinear Diffusion Filtering
Ramunas Girdziusas and Jorma Laaksonen
In: International Joint Conference on Neural Networks, 31 Jul - 4 Aug 2005, Montreal, Canada.

Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms
Ramunas Girdziusas and Jorma Laaksonen
In: 14th Scandinavian Conference on Image Analysis, 19-22 Jun 2005, Joensuu, Finland.

Semantic concept detection from news videos with self-organizing maps
Markus Koskela and Jorma Laaksonen
In: 3rd IFIP Conference on Artificial Intelligence Applications and Innovations, 7-9 June 2006, Athens, Greece.

A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery
Matthieu Molinier, Jorma Laaksonen and Tuomas Häme
In: IEEE International Geoscience And Remote Sensing Symposium, 31 Jul - 4 Aug 2006, Denver, Colorado.

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors
Mats Sjöberg, Jorma Laaksonen, Matti Pöllä and Timo Honkela
In: 16th International Conference on Artificial Neural Networks (ICANN 2006), 10 Sep - 14 Sep 2006, Athens, Greece.

A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction
Zhirong Yang and Jorma Laaksonen
In: 16th International Conference on Artificial Neural Networks (ICANN 2006), 10 Sep - 14 Sep 2006, Athens, Greece.

Self-organising maps for change detection and monitoring of human activity in satellite imagery
Matthieu Molinier, Jorma Laaksonen and Tuomas Häme
In: ESA-EUSC 2006: Image Information Mining for Security and Intelligence, 27-29 Nov 2006, Madrid, Spain.

PicSOM Experiments in TRECVID 2006
Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen and Markus Koskela
In: TRECVID 2006 Workshop, 13 Nov 2006, Gaithersburg, MD.

Multiplicative updates for nonnegative projections
Zhirong Yang and Jorma Laaksonen
Neurocomputing Volume 71, Number 1-3, pp. 363-373, 2007.

Detecting man-made structures and changes in satellite imagery with a content-based information retrieval system built on self-organizing maps
Matthieu Molinier, Jorma Laaksonen and Tuomas Häme
IEEE Transactions on Geoscience and Remote Sensing Volume 45, Number 4, pp. 861-874, 2007.

Measuring concept similarities in multimedia ontologies: Analysis and evaluations
Markus Koskela, Alan F. Smeaton and Jorma Laaksonen
IEEE Transactions on Multimedia, Volume 9, Number 5, pp. 912-922, 2007.

Projective non-negative matrix factorization with applications to facial image processing
Zhirong Yang, Zhijian Yuan and Jorma Laaksonen
International Journal on Pattern Recognition and Artificial Intelligence Volume 21, Number 8, pp. 1353-1362, 2007.

Video segmentation and shot boundary detection using self-organizing maps.
Hannes Muurinen and Jorma Laaksonen
In: 15th Scandinavian Conference on Image Analysis (SCIA 2007), 10-14 June 2007, Aalborg, Denmark.

Regularized neighborhood component analysis
Zhirong Yang and Jorma Laaksonen
In: 15th Scandinavian Conference on Image Analysis (SCIA 2007), 10-14 June 2007, Aalborg, Denmark.

Detecting changes in polarimetric SAR data with content-based image retrieval.
Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste and Tuomas Häme
In: IEEE International Geoscience And Remote Sensing Symposium, 23-27 Jul 2007, Barcelona, Spain.

Approximated geodesic updates with principal natural gradients
Zhirong Yang and Jorma Laaksonen
In: The 2007 International Joint Conference on Neural Networks (IJCNN 2007), 12-17 Aug 2007, Orlando, USA.

Face recognition using Parzenfaces
Zhirong Yang and Jorma Laaksonen
In: International Conference on Artificial Neural Networks (ICANN’07), 9-13 Sep 2007, Porto, Portugal.

Combining local feature histograms of different granularities
Ville Viitaniemi and Jorma Laaksonen
In: 16th Scandinavian Conference on Image Analysis, 15-18 Jun 2009, Oslo, Norway.

The effect of motion blur and signal noise on image quality in low light imaging
Eero Kurimo, Leena Lepistö, Jarno Nikkanen, Juuso Grön, Iivari Kunttu and Jorma Laaksonen
In: 16th Scandinavian Conference on Image Analysis, 15-18 Jun 2009, Oslo, Norway.

Improving automatic video retrieval with semantic concept detection
Markus Koskela, Mats Sjöberg and Jorma Laaksonen
In: 16th Scandinavian Conference on Image Analysis, 15-18 Jun 2009, Oslo, Norway.

Optimal combination of SOM search in best-matching units and map neighborhood
Mats Sjöberg and Jorma Laaksonen
In: 7th International Workshop on Self-Organizing Maps, 8-10 Jun 2009, St. Augustine, Florida, USA.