Mats Sjöberg

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  1. MediaEval 2016 Predicting Media Interestingness Task

    Demarty, C-H., Sjöberg, M. V., Ionescu, B., Do, T-T., Wang, H., Duong, N. Q. K. & Lefèbvre, F. 22 Nov 2016 In : CEUR Workshop Proceedings. 1739, 3 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  2. The MediaEval 2016 Emotional Impact of Movies Task

    Dellandrea, E., Chen, L., Baveye, Y., Sjöberg, M. V. & Chamaret, C. 22 Nov 2016 In : CEUR Workshop Proceedings. 1739, 3 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  3. Digital Me: Controlling and making sense of my digital footprint

    Sjöberg, M. V., Chen, H-H., Floreen, P. B. J., Koskela, J. M., Kuikkaniemi, K., Lehtiniemi, T. & Peltonen, J. 2017

    Publication: Conference contributionA4 Article in conference publication (refereed)

  4. Digital Me server

    Sjöberg, M. V. 2016

    Publication: Sound and image mediaI2 ICT programs or applications

  5. The MediaEval 2015 Affective Impact of Movies Task

    Sjöberg, M., Baveye, Y., Wang, H., Quang, V. L., Ionescu, B., Dellandréa, E., Schedl, M., Demarty, C-H. & Chen, L. 30 Sep 2015 3 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  6. RFA at MediaEval 2015 Affective Impact of Movies Task: A Multimodal Approach

    Mironică, I., Ionescu, B., Sjöberg, M. V., Schedl, M. & Skowron, M. 13 Sep 2015 3 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  7. VSD2014: A dataset for violent scenes detection in hollywood movies and web videos

    Schedl, M., Sjöberg, M., Mironica, I., Ionescu, B., Quang, V. L., Jiang, Y-G. & Demarty, C-H. 1 Jun 2015 p. 1-6 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  8. Advances in visual concept detection: Ten years of TRECVID

    Viitaniemi, V., Sjöberg, M. V., Koskela, J. M., Ishikawa, S. & Laaksonen, J. 2015 Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). Amsterdam: Elsevier Scientific Publ. Co, p. 249-278 30 p. 12

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  9. Concept-based Video Search with the PicSOM Multimedia Retrieval System

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. Dec 2010

    Publication: Book/anthologyD4 Published development or research report

  10. PicSOM Experiments in TRECVID 2011

    Sjöberg, M., Ishikawa, S., Koskela, M., Laaksonen, J. & Oja, E. 1 Dec 2011

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  11. Analysing the structure of semantic concepts in visual databases

    Sjöberg, M. & Laaksonen, J. 2011 6731, p. 338-347 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  12. A Multimodal Information Collector for Content-Based Image Retrieval System

    Zhang, H., Sjöberg, M., Laaksonen, J. & Oja, E. 2011

    Publication: Conference contributionA4 Article in conference publication (refereed)

  13. PicSOM Experiments in TRECVID 2010

    Sjöberg, M., Koskela, M., Chechev, M. & Laaksonen, J. 1 Nov 2010

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  14. Indoor Location Recognition Using Fusion of SVM-based Visual Classifiers

    Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J. 1 Aug 2010 p. 343-348 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  15. PicSOM Experiments in ImageCLEF RobotVision

    Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J. 1 Aug 2010 6388, p. 190-199 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  16. Automatic video search using semantic concepts

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. 1 Jun 2010

    Publication: Conference contributionA4 Article in conference publication (refereed)

  17. PicSOM Experiments in TRECVID 2009

    Sjöberg, M., Viitaniemi, V., Koskela, M. & Laaksonen, J. 1 Nov 2009

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  18. Image Theft Detection with Self-Organising Maps

    Prentis, P., Sjöberg, M., Koskela, M. & Laaksonen, J. 2009 5768, p. 495-504 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  19. Optimal combination of SOM search in best-matching units and map neighborhood

    Sjöberg, M. & Laaksonen, J. 2009 5629, p. 281-289 9 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  20. Improving automatic video retrieval with semantic concept detection

    Koskela, M., Sjöberg, M. & Laaksonen, J. 2009 5575, p. 480-489 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  21. PicSOM Experiments in TRECVID 2008

    Koskela, M., Sjöberg, M., Viitaniemi, V. & Laaksonen, J. 1 Nov 2008

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  22. Exploiting Temporal and Inter-Concept Co-Occurrence Structure to Detect High-Level Features in Broadcast Videos

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. 1 May 2008 p. 12-15 4 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  23. Inferring Semantics from Textual Information in Multimedia Retrieval

    Sjöberg, M., Laaksonen, J., Honkela, T. & Pöllä, M. 2008 In : Neurocomputing. 71, 13--15, p. 2576-2586 11 p.

    Publication: Contribution to journalA1 Refereed journal article

  24. PicSOM Experiments in TRECVID 2007

    Koskela, M., Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Prentis, P. 1 Nov 2007

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  25. Rushes Summarization with Self-Organizing Maps

    Koskela, M., Sjöberg, M., Laaksonen, J., Viitaniemi, V. & Muurinen, H. 1 Sep 2007 p. 45-49 5 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  26. Video Summarization with SOMs

    Laaksonen, J., Koskela, M., Sjöberg, M., Viitaniemi, V. & Muurinen, H. 2007

    Publication: Conference contributionA4 Article in conference publication (refereed)

  27. PicSOM Experiments in TRECVID 2006

    Sjöberg, M., Muurinen, H., Laaksonen, J. & Koskela, M. 1 Nov 2006

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  28. Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors

    Sjöberg, M., Laaksonen, J., Pöllä, M. & Honkela, T. 1 Sep 2006 p. 75-83 9 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  29. Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data

    Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Honkela, T. 1 Jun 2006 p. 600-608 9 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  30. PicSOM Experiments in TRECVID 2005

    Koskela, M., Laaksonen, J., Sjöberg, M. & Muurinen, H. 1 Nov 2005 p. 262-270 9 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  31. Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-Organizing Maps

    Sjöberg, M. & Laaksonen, J. 1 Sep 2005 p. 841-846 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  32. Using Image Segments in PicSOM CBIR System

    Sjöberg, M., Laaksonen, J. & Viitaniemi, V. 1 Jun 2003 2749, p. 1106-1113 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  33. Emergence of Semantics from Multimedia Databases

    Oja, E., Sjöberg, M., Viitaniemi, V. & Laaksonen, J. 2006 IEEE Computational Intelligence Society.

    Publication: Book/anthologyC2 Edited book, compilation, conference proceeding or special issue of journal

  34. Real-Time Large-Scale Visual Concept Detection with Linear Classifiers

    Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J. 1 Nov 2012

    Publication: Conference contributionA4 Article in conference publication (refereed)

  35. PicSOM Experiments in TRECVID 2012

    Sjöberg, M., Ishikawa, S., Koskela, M., Laaksonen, J. & Oja, E. 1 Nov 2012

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  36. Large-Scale Visual Concept Detection with Explicit Kernel Maps and Power Mean SVM

    Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J. 1 Apr 2013 p. 239-246 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  37. FAR at MediaEval 2013 Violent Scenes Detection: Concept-based Violent Scenes Detection in Movies

    Sjöberg, M., Schlüter, J., Ionescu, B. & Schedl, M. 1 Oct 2013

    Publication: Conference contributionA4 Article in conference publication (refereed)

  38. Learning Semantics of Movement

    Honkela, T., Kohonen, O., Laaksonen, J., Lagus, K., Förger, K., Sjöberg, M., Takala, T., Valpola, H. & Wagner, P. 1 Dec 2011 p. 22 1 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  39. PicSOM Experiments in TRECVID 2013

    Ishikawa, S., Koskela, M., Sjöberg, M., Laaksonen, J., Oja, E., Amid, E., Palomäki, K., Mesaros, A. & Kurimo, M. 1 Nov 2013

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  40. PicSOM Experiments in TRECVID 2014

    Ishikawa, S., Koskela, M., Sjöberg, M., Anwer, R. M., Laaksonen, J. & Oja, E. 1 Nov 2014

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  41. Content-Based Prediction of Movie Style, Aesthetics, and Affect: Data Set and Baseline Experiments

    Tarvainen, J., Sjöberg, M., Westman, S., Laaksonen, J. & Oittinen, P. 1 Dec 2014 In : IEEE Transactions on Multimedia. 16, 8, p. 2085-2098 14 p.

    Publication: Contribution to journalA1 Refereed journal article

  42. From pixels to semantics: visual concept detection and its applications

    Sjöberg, M. 1 Nov 2014

    Publication: Book/anthologyG4 Doctoral Thesis, monography

  43. The MediaEval 2014 Affect Task: Violent Scenes Detection

    Sjöberg, M., Ionescu, B., Jiang, Y-G., Quang, V. L., Schedl, M. & Demarty, C-H. 1 Oct 2014

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  44. Content-based retrieval of hierarchical objects with PicSOM

    Sjöberg, M. 2006

    Publication: Book/anthologyG2 Master's thesis, diploma work, upper higher vocational diploma

  45. Using semantic features to detect novel visual concepts

    Sjöberg, M. & Laaksonen, J. 1 Jun 2014 p. 1-6 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  46. FAR at MediaEval 2014 Violent Scenes Detection: A Concept-based Fusion Approach

    Sjöberg, M., Mironică, I., Schedl, M. & Ionescu, B. 18 Oct 2014 2 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)