Mats Sjöberg

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  1. 2018
  2. Proactive Information Retrieval by Capturing Search Intent from Primary Task Context

    Koskela, M., Luukkonen, P., Ruotsalo, T., Sjöberg, M. & Floréen, P., Aug 2018, In : ACM Transactions on Interactive Intelligent Systems (TiiS). 8, 3, 25 p., 20

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2017
  4. Predicting Interestingness of Visual Content

    Demarty, C-H., Sjöberg, M., Constantin, M. G., Duong, N. Q. K., Ionescu, B., Do, T-T. & Wang, H., 16 Oct 2017, Visual Content Indexing and Retrieval with Psycho-Visual Models. Benois-Pineau, J. & Le Callet, P. (eds.). Cham: Springer International Publishing AG, p. 233-265 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  5. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. MediaEval 2017 Predicting Media Interestingness Task

    Demarty, C-H., Sjöberg, M., Ionescu, B., Do, T-T., Gygli, M. & Duong, N. O. K., 2017, In : CEUR Workshop Proceedings. 1984

    Research output: Contribution to journalConference articleScientific

  7. The MediaEval 2017 Emotional Impact of Movies Task

    Dellandréa, E., Huigsloot, M., Chen, L., Baveye, Y. & Sjöberg, M., 2017, In : CEUR Workshop Proceedings. 1984

    Research output: Contribution to journalConference articleScientific

  8. 2016
  9. 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: Contribution to journalConference articleScientific

  10. 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: Contribution to journalConference articleScientific

  11. Digital Me server

    Sjöberg, M. V., 2016

    Research output: Non-textual formSoftwareScientific

  12. 2015
  13. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  14. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. 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: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  17. 2014
  18. 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: Contribution to journalArticleScientificpeer-review

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

    Sjöberg, M., 1 Nov 2014

    Research output: ThesisDoctoral ThesisMonograph

  20. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  21. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  23. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. 2013
  25. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  26. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  27. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  28. 2012
  29. PicSOM Experiments in TRECVID 2012

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  30. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. 2011
  32. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  33. PicSOM Experiments in TRECVID 2011

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

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

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  36. 2010
  37. Concept-based Video Search with the PicSOM Multimedia Retrieval System

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

    Research output: Book/ReportCommissioned reportProfessional

  38. PicSOM Experiments in TRECVID 2010

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  39. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Automatic video search using semantic concepts

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. 2009
  43. PicSOM Experiments in TRECVID 2009

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  44. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  45. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  46. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  47. 2008
  48. PicSOM Experiments in TRECVID 2008

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  49. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. 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: Contribution to journalArticleScientificpeer-review

  51. 2007
  52. PicSOM Experiments in TRECVID 2007

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  53. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  54. Video Summarization with SOMs

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  55. 2006
  56. PicSOM Experiments in TRECVID 2006

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  57. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  58. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  59. Content-based retrieval of hierarchical objects with PicSOM

    Sjöberg, M., 2006

    Research output: ThesisMaster's thesisTheses

  60. Emergence of Semantics from Multimedia Databases

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

    Research output: Book/ReportAnthology or special issueScientificpeer-review

  61. 2005
  62. 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: Chapter in Book/Report/Conference proceedingConference contributionScientific

  63. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  64. 2003
  65. 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: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review