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Publications of Author

1. Markus Koskela, Jorma Laaksonen
   Semantic Annotation of Image Groups with Self-organizing Maps. [Citation Graph (0, 0)][DBLP]
   CIVR, 2005, pp:518-527 [Conf]
   
2. Markus Koskela, Jorma Laaksonen, Erkki Oja
   Use of Image Subset Features in Image Retrieval with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
   CIVR, 2004, pp:508-516 [Conf]
   
3. Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, Erkki Oja
   Task-Based User Evaluation of Content-Based Image Database Browsing Systems. [Citation Graph (0, 0)][DBLP]
   CIVR, 2004, pp:234-242 [Conf]
   
4. Mika Rummukainen, Jorma Laaksonen, Markus Koskela
   An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM. [Citation Graph (0, 0)][DBLP]
   CIVR, 2003, pp:500-509 [Conf]
   
5. Markus Koskela, Jorma Laaksonen, Erkki Oja
   Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
   ICANN, 2002, pp:981-986 [Conf]
   
6. Markus Koskela, Jorma Laaksonen, Erkki Oja
   Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
   ICPR (2), 2002, pp:1049-1052 [Conf]
   
7. Markus Koskela, Jorma Laaksonen, Erkki Oja
   Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval. [Citation Graph (0, 0)][DBLP]
   ICPR (2), 2004, pp:1005-1009 [Conf]
   
8. Markus Koskela, Jorma Laaksonen
   Semantic Concept Detection from News Videos with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
   AIAI, 2006, pp:591-599 [Conf]
   
9. Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc J. Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang
   The 2005 PASCAL Visual Object Classes Challenge. [Citation Graph (0, 0)][DBLP]
   MLCW, 2005, pp:117-176 [Conf]
   
10. Markus Koskela, Jorma Laaksonen
    Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    PRIS, 2003, pp:72-79 [Conf]
    
11. Markus Koskela, Jorma Laaksonen, Sami Laakso, Erkki Oja
    Evaluating the Performance of Content-Based Image Retrieval Systems. [Citation Graph (0, 0)][DBLP]
    VISUAL, 2000, pp:430-441 [Conf]
    
12. Markus Koskela, Jorma Laaksonen, Erkki Oja
    MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System. [Citation Graph (0, 0)][DBLP]
    VISUAL, 2002, pp:247-258 [Conf]
    
13. Jorma Laaksonen, Markus Koskela, Erkki Oja
    Content-Based Image Retrieval Using Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    VISUAL, 1999, pp:541-548 [Conf]
    
14. Jorma Laaksonen, Markus Koskela, Erkki Oja
    Class distributions on SOM surfaces for feature extraction and object retrieval. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2004, v:17, n:8-9, pp:1121-1133 [Journal]
    
15. Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
    Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2001, v:4, n:2-3, pp:140-152 [Journal]
    
16. Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
    PicSOM - content-based image retrieval with self-organizing maps. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2000, v:21, n:13-14, pp:1199-1207 [Journal]
    
17. 
    An empirical study of inter-concept similarities in multimedia ontologies. [Citation Graph (, )][DBLP]
    
    
18. 
    Image Theft Detection with Self-Organising Maps. [Citation Graph (, )][DBLP]
    
    
19. 
    Clustering-Based Analysis of Semantic Concept Models for Video Shots. [Citation Graph (, )][DBLP]
    
    
20. 
    Rushes summarization with self-organizing maps. [Citation Graph (, )][DBLP]
    
    
21. 
    Improving Automatic Video Retrieval with Semantic Concept Detection. [Citation Graph (, )][DBLP]
    
    
22. 
    Evaluation of a Video Annotation Tool Based on the LSCOM Ontology. [Citation Graph (, )][DBLP]
    
    
23. 
    PicSOM Experiments in TRECVID 2008. [Citation Graph (, )][DBLP]
    
    
24. 
    PicSOM Experiments in TRECVID 2007. [Citation Graph (, )][DBLP]