Mats Sjöberg

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  1. PicSOM Experiments in TRECVID 2010

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

    Research output: ScientificConference contribution

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

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

    Research output: Scientific - peer-reviewConference contribution

  3. 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 Unknown host publication.

    Research output: ScientificConference contribution

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

    Sjöberg, M. & Laaksonen, J. 2009 Unknown host publication. p. 281-289 9 p.

    Research output: Scientific - peer-reviewConference contribution

  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 MediaEval 2015 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2015 Workshop Wurzen, Germany, September 14-15, 2015. Larson, M., Ionescu, B., Sjöberg, M., Anguera, X., Poignant, J., Riegler, M., Eskevich, M., Hauff, C., Sutchliff, R., Jones, G. J. F., Yang, Y-H., Soleymani, M. & Papadopoulos, S. (eds.). CEUR, 3 p. (CEUR Workshop Proceedings ; vol. 1436)

    Research output: ScientificConference contribution

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

    Sjöberg, M., Chen, H-H., Floréen, P., Koskela, M., Kuikkaniemi, K., Lehtiniemi, T. & Peltonen, J. 2017 Symbiotic Interaction: 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29–30, 2016, Revised Selected Papers. Gamberini, L., Spagnolli, A., Jacucci, G., Blankertz, B. & Freeman, J. (eds.). Cham: Springer, p. 155-167 13 p. (Lecture Notes in Computer Science; vol. 9961)

    Research output: Scientific - peer-reviewConference contribution

  7. PicSOM Experiments in TRECVID 2011

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

    Research output: ScientificConference contribution

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

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

    Research output: ProfessionalCommissioned report

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

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

    Research output: Scientific - peer-reviewConference contribution

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

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

    Research output: Scientific - peer-reviewConference contribution

  11. PicSOM Experiments in TRECVID 2006

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

    Research output: ScientificConference contribution

  12. Image Theft Detection with Self-Organising Maps

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

    Research output: Scientific - peer-reviewConference contribution

  13. Emergence of Semantics from Multimedia Databases

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

    Research output: Scientific - peer-reviewAnthology

  14. 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 Unknown host publication. p. 22 1 p.

    Research output: ScientificConference contribution

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

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

    Research output: Scientific - peer-reviewConference contribution

  16. 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.

    Research output: Scientific - peer-reviewArticle

  17. PicSOM Experiments in TRECVID 2009

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

    Research output: ScientificConference contribution

  18. PicSOM Experiments in ImageCLEF RobotVision

    Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J. 1 Aug 2010 Unknown host publication. Ünay, D., Cataltepe, Z. & Aksoy, S. (eds.). p. 190-199 10 p.

    Research output: Scientific - peer-reviewConference contribution

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

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

    Research output: Scientific - peer-reviewConference contribution

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

    Sjöberg, M. 1 Nov 2014

    Research output: MonographDoctoral thesis

  21. 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 Unknown host publication.

    Research output: Scientific - peer-reviewConference contribution

  22. Automatic video search using semantic concepts

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

    Research output: Scientific - peer-reviewConference contribution

  23. PicSOM Experiments in TRECVID 2012

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

    Research output: ScientificConference contribution

  24. 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 Unknown host publication. p. 12-15 4 p.

    Research output: Scientific - peer-reviewConference contribution

  25. 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.

    Research output: Scientific - peer-reviewArticle

  26. Content-based retrieval of hierarchical objects with PicSOM

    Sjöberg, M. 2006

    Research output: ScientificG2 Master's thesis, diploma work, upper higher vocational diploma

  27. Analysing the structure of semantic concepts in visual databases

    Sjöberg, M. & Laaksonen, J. 2011 Unknown host publication. Laaksonen, J. & Honkela, T. (eds.). p. 338-347 10 p.

    Research output: Scientific - peer-reviewConference contribution

  28. Using Image Segments in PicSOM CBIR System

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

    Research output: Scientific - peer-reviewConference contribution

  29. Rushes Summarization with Self-Organizing Maps

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

    Research output: Scientific - peer-reviewConference contribution

  30. Using semantic features to detect novel visual concepts

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

    Research output: Scientific - peer-reviewConference contribution

  31. PicSOM Experiments in TRECVID 2008

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

    Research output: ScientificConference contribution

  32. Improving automatic video retrieval with semantic concept detection

    Koskela, M., Sjöberg, M. & Laaksonen, J. 2009 Unknown host publication. p. 480-489 10 p.

    Research output: Scientific - peer-reviewConference contribution

  33. PicSOM Experiments in TRECVID 2005

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

    Research output: ScientificConference contribution

  34. Predicting Interestingness of Visual Content

    Demarty, C-H., Sjöberg, M., Constantin, M. G., Duong, N. Q. K., Ionescu, B., Do, T-T. & Wang, H. 2017 Visual Content Indexing and Retrieval with Psycho-Visual Models. Benois-Pineau, J. & Le Callet, P. (eds.). Cham: Springer International Publishing, p. 233-265 33 p.

    Research output: ScientificChapter

  35. 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.

    Research output: ScientificConference article

  36. 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.

    Research output: ScientificConference article

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

    Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Honkela, T. 1 Jun 2006 Unknown host publication. Maglogiannis, I., Karpouzis, K. & Bramer, M. (eds.). p. 600-608 9 p.

    Research output: Scientific - peer-reviewConference contribution

  38. Video Summarization with SOMs

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

    Research output: Scientific - peer-reviewConference contribution

  39. PicSOM Experiments in TRECVID 2014

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

    Research output: ScientificConference contribution

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

    Sjöberg, M., Mironică, I., Schedl, M. & Ionescu, B. 18 Oct 2014 Working Notes Proceedings of the MediaEval 2014 Workshop: Barcelona, Catalunya, Spain, October 16-17, 2014. CEUR Workshop Proceedings, 2 p. (CEUR Workshop Proceedings; vol. 1263)

    Research output: Scientific - peer-reviewConference contribution

  41. 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

    Research output: Scientific - peer-reviewChapter

  42. 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 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI): June 10-12, 2015 in Prague, Czech Republic. Piscataway, NJ: IEEE, p. 1-6 6 p. ( Proceedings (International Workshop on Content-Based Multimedia Indexing))

    Research output: Scientific - peer-reviewConference contribution

  43. PicSOM Experiments in TRECVID 2007

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

    Research output: ScientificConference contribution

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

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

    Research output: Scientific - peer-reviewConference contribution

  45. 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 Unknown host publication.

    Research output: ScientificConference contribution

  46. Digital Me server

    Sjöberg, M. V. 2016

    Research output: ScientificSoftware

  47. 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 MediaEval 2015 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2015 Workshop Wurzen, Germany, September 14-15, 2015. Larson, M., Ionescu, B., Sjöberg, M., Anguera, X., Poignant, J., Riegler, M., Eskevich, M., Hauff, C., Sutchliff, R., Jones, G. J. F., Yang, Y-H., Soleymani , M. & Papadopoulos, S. (eds.). CEUR, 3 p. (CEUR Workshop Proceedings; vol. 1436)

    Research output: Scientific - peer-reviewConference contribution