Markus Koskela

	2009
24		Philip Prentis, Mats Sjöberg, Markus Koskela, Jorma Laaksonen: Image Theft Detection with Self-Organising Maps. ICANN (1) 2009: 495-504
23		Markus Koskela, Mats Sjöberg, Jorma Laaksonen: Improving Automatic Video Retrieval with Semantic Concept Detection. SCIA 2009: 480-489
	2008
22		Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen: PicSOM Experiments in TRECVID 2008. TRECVID 2008
	2007
21		Markus Koskela, Alan F. Smeaton: An empirical study of inter-concept similarities in multimedia ontologies. CIVR 2007: 464-471
20		Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi, Hannes Muurinen: Rushes summarization with self-organizing maps. TVS 2007: 45-49
19		Markus Koskela, Alan F. Smeaton, Jorma Laaksonen: Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations. IEEE Transactions on Multimedia 9(5): 912-922 (2007)
	2006
18		Markus Koskela, Jorma Laaksonen: Semantic Concept Detection from News Videos with Self-Organizing Maps. AIAI 2006: 591-599
17		Markus Koskela, Alan F. Smeaton: Clustering-Based Analysis of Semantic Concept Models for Video Shots. ICME 2006: 45-48
16		Emilie Garnaud, Alan F. Smeaton, Markus Koskela: Evaluation of a Video Annotation Tool Based on the LSCOM Ontology. SAMT (Posters and Demos) 2006
	2005
15		Markus Koskela, Jorma Laaksonen: Semantic Annotation of Image Groups with Self-organizing Maps. CIVR 2005: 518-527
14		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. MLCW 2005: 117-176
	2004
13		Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, Erkki Oja: Task-Based User Evaluation of Content-Based Image Database Browsing Systems. CIVR 2004: 234-242
12		Markus Koskela, Jorma Laaksonen, Erkki Oja: Use of Image Subset Features in Image Retrieval with Self-Organizing Maps. CIVR 2004: 508-516
11		Markus Koskela, Jorma Laaksonen, Erkki Oja: Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval. ICPR (2) 2004: 1005-1009
10		Jorma Laaksonen, Markus Koskela, Erkki Oja: Class distributions on SOM surfaces for feature extraction and object retrieval. Neural Networks 17(8-9): 1121-1133 (2004)
	2003
9		Mika Rummukainen, Jorma Laaksonen, Markus Koskela: An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM. CIVR 2003: 500-509
8		Markus Koskela, Jorma Laaksonen: Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval. PRIS 2003: 72-79
	2002
7		Markus Koskela, Jorma Laaksonen, Erkki Oja: Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. ICANN 2002: 981-986
6		Markus Koskela, Jorma Laaksonen, Erkki Oja: Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps. ICPR (2) 2002: 1049-1052
5		Markus Koskela, Jorma Laaksonen, Erkki Oja: MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System. VISUAL 2002: 247-258
	2001
4		Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja: Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval. Pattern Anal. Appl. 4(2-3): 140-152 (2001)
	2000
3		Markus Koskela, Jorma Laaksonen, Sami Laakso, Erkki Oja: Evaluating the Performance of Content-Based Image Retrieval Systems. VISUAL 2000: 430-441
2		Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja: PicSOM - content-based image retrieval with self-organizing maps. Pattern Recognition Letters 21(13-14): 1199-1207 (2000)
	1999
1		Jorma Laaksonen, Markus Koskela, Erkki Oja: Content-Based Image Retrieval Using Self-Organizing Maps. VISUAL 1999: 541-548

Coauthor Index

1	Moray Allan	[14]
2	Christopher M. Bishop	[14]
3	Olivier Chapelle	[14]
4	Navneet Dalal	[14]
5	Thomas Deselaers	[14]
6	Gyuri Dorkó	[14]
7	Stefan Duffner	[14]
8	Jan Eichhorn	[14]
9	Mark Everingham	[14]
10	Jason D. R. Farquhar	[14]
11	Mario Fritz	[14]
12	Christophe Garcia	[14]
13	Emilie Garnaud	[16]
14	Luc J. Van Gool	[14]
15	Tom Griffiths	[14]
16	Frédéric Jurie	[14]
17	Daniel Keysers	[14]
18	Sami Laakso	[2] [3] [4]
19	Jorma Laaksonen	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [18] [19] [20] [22] [23] [24]
20	Diane Larlus	[14]
21	Bastian Leibe	[14]
22	Esa Matinmikko	[13]
23	Hongying Meng	[14]
24	Hannes Muurinen	[20]
25	Hermann Ney	[14]
26	Erkki Oja	[1] [2] [3] [4] [5] [6] [7] [10] [11] [12] [13]
27	Timo Ojala	[13]
28	Philip Prentis	[24]
29	Mika Rautiainen	[13]
30	Mika Rummukainen	[9]
31	Bernt Schiele	[14]
32	Cordelia Schmid	[14]
33	Edgar Seemann	[14]
34	John Shawe-Taylor	[14]
35	Mats Sjöberg	[20] [22] [23] [24]
36	Alan F. Smeaton	[16] [17] [19] [21]
37	Amos J. Storkey	[14]
38	Sándor Szedmák	[14]
39	Bill Triggs	[14]
40	Ilkay Ulusoy	[14]
41	Ville Viitaniemi	[14] [20] [22]
42	Christopher K. I. Williams	[14]
43	Jianguo Zhang	[14]
44	Andrew Zisserman	[14]