Mats Sjöberg

Postdoctoral Researcher

Research outputs

  1. 2017
  2. Published

    Predicting Interestingness of Visual Content

    Demarty, C-H., Sjöberg, M., Constantin, G. G., Duong, N. Q. K., Ionescu, B., Do, T-T. & Wang, H. 1 Mar 2017 Visual Content Indexing and Retrieval with Psycho-Visual Models.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  3. Published

    Digital Me: Controlling and Making Sense of My Digital Footprint

    Sjöberg, M., Chen, H-H., Floreen, 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, p. 155-167 (Lecture Notes in Computer Science; vol. 9961)

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

  4. Published

    Mediaeval 2017 predicting media interestingness task

    Demarty, C. H., Sjöberg, M., Ionescu, B., Do, T. T., Gygli, M. & Duong, N. Q. K. 2017 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2017 Workshop, co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), Dublin, Ireland, September 13-15, 2017. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 1984) (CEUR Workshop Proceedings).

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

  5. Published

    The MediaEval 2017 Emotional Impact of Movies Task

    Dellandra, E., Huigsloot, M., Chen, L., Baveye, Y. & Sjoberg, M. 2017 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2017 Workshop, co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), Dublin, Ireland, September 13-15, 2017. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 1984) (CEUR Workshop Proceedings).

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

  6. 2016
  7. Published

    MediaEval 2016 predicting media interestingness task

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

    Research output: Contribution to journalConference article

  8. Published

    The MediaEval 2016 emotional impact of movies task

    Dellandréa, E., Chen, L., Baveye, Y., Sjöberg, M. & Chamaret, C. 2016 In : CEUR Workshop Proceedings. 1739

    Research output: Contribution to journalConference article

  9. 2015
  10. Published

    VSD2014: A dataset for violent scenes detection in Hollywood movies and web videos

    Schedl, M., Sjöberg, M., Mironicə, I., Ionescu, B., Quang, V. L., Jiang, Y. G. & Demarty, C. H. 9 Jul 2015 2015 13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015. Vol. 2015-July, 7153604

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

  11. Published

    Advances in Visual Concept Detection: Ten Years of TRECVID

    Viitaniemi, V., Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J. 2015 Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). 1st Edition ed. Amsterdam, The Netherlands, p. 249-278

    Research output: Chapter in Book/Report/Conference proceedingChapter

  12. Published

    PicSOM Content-Based Information Retrieval System

    Laaksonen, J., Koskela, M., Sjöberg, M. & Viitaniemi, V. 2015

    Research output: Artistic and non-textual formSoftware

  13. Published

    RFA at MediaEval 2015 affective impact of movies task: A multimodal approach

    Mironica, I., Ionescu, B., Sjöberg, M., Schedl, M. & Skowron, M. 2015 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 1436) (CEUR Workshop Proceedings).

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

  14. Published

    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. 2015 Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 1436) (CEUR Workshop Proceedings).

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

  15. 2014
  16. Published

    Content-based prediction of movie style, aesthetics and affect: Data set and baseline experiments

    Tarvainen, J., Sjöberg, M., Westman, S., Laaksonen, J. & Oittinen, P. 2014 In : IEEE TRANSACTIONS ON MULTIMEDIA. 16, 8, p. 2085-2098

    Research output: Contribution to journalArticle

  17. Published

    Far at MediaEval 2014 Violent Scenes Detection: A concept-Based fusion approach

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

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

  18. Published

    From pixels to semantics: visual concept detection and its applications

    Sjöberg, M. 2014 Aalto University. 202 p.

    Research output: ThesisDoctoral Thesis

  19. Published

    PicSOM Experiments in TRECVID 2014

    Ishikawa, S., Koskela, M., Sjöberg, M., Anwer, R. M., Laaksonen, J. & Oja, E. 2014 TRECVID workshop, TRECVID, Orlando, USA, November 10-12 2014.

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

  20. Published

    The MediaEval 2014 Affect Task: Violent Scenes Detection

    Sjöberg, M., Ionescu, B., Jiang, Y-G., Quang, V. L., Schedl, M. & Demarty, C-H. 2014 MediaEval 2014 Workshop, Barcelona, Spain, October 16-17, 2014. Barcelona: CEUR WORKSHOP PROCEEDINGS

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

  21. Published

    Using semantic features to improve large-scale visual concept detection

    Sjöberg, M. & Laaksonen, J. 2014 2014 12th International Workshop on Content-Based Multimedia Indexing, CBMI 2014. 6 p. 6849817. (International Workshop on Content-Based Multimedia Indexing)

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

  22. 2013
  23. Published

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

    Sjöberg, M., Schlüter, J., Ionescu, B. & Schedl, M. 2013 MediaEval 2013 Workshop, Barcelona, Spain, October 18-19, 2013. Barcelona: CEUR WORKSHOP PROCEEDINGS

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

  24. Published

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

    Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J. 2013 ACM International Conference on Multimedia Retrieval, Dallas, Texas, USA, April 16 - 19, 2013. Dallas, p. 239-246

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

  25. Published

    PicSOM Experiments in TRECVID 2013

    Ishikawa, S., Koskela, M., Sjöberg, M., Laaksonen, J., Oja, E., Amid, E., Palomäki, K., Mesaros, A. & Kurimo, M. 2013 TRECVID 2013 Workshop, Gaithersburg, USA, November 20-22, 2013. Gaithersburg

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

  26. 2012
  27. Published

    PicSOM Experiments in TRECVID 2012

    Sjöberg, M., Ishikawa, S., Koskela, M., Laaksonen, J. & Oja, E. 2012 TRECVID 2012 Workshop, Gaithersburg, USA, November 26-28, 2012. Gaithersburg

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

  28. Published

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

    Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J. 2012 ICPR 21st International Conference on Pattern Recognition (ICPR 2012) ICPR, Tsukuba, Japan, November 11-15, 2012. Tsukuba

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

  29. 2011
  30. Published

    A Multimodal Information Collector for Content-Based Image Retrieval System

    Zhang, H., Sjöberg, M., Laaksonen, J. & Oja, E. 2011 ICONIP 18th International Conference on Neural Information Processing (ICONIP 2011) ICONIP. p. 737-746

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

  31. Published

    Analysing the structure of semantic concepts in visual databases

    Sjöberg, M. & Laaksonen, J. 2011 WSOM Advances in Self-Organizing Maps (WSOM 2011) WSOM. Laaksonen, J. & Honkela, T. (eds.). p. 338-347 (Lecture Notes in Computer Science; vol. 6731)

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

  32. Published

    PicSOM Experiments in TRECVID 2011

    Sjöberg, M., Ishikawa, S., Koskela, M., Laaksonen, J. & Oja, E. 2011 The TRECVID 2011 Workshop. Gaithersburg

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

  33. 2010
  34. Published

    Automatic video search using semantic concepts

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. 2010 8th European Conference on Interactive TV and Video (EuroITV 2010). Tampere

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

  35. Published

    Concept-based Video Search with the PicSOM Multimedia Retrieval System

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. 2010 Espoo, p. 48 (TKK Reports in Information and Computer Science; no. TKK-ICS-R39)

    Research output: Working paper

  36. Published

    Indoor Location Recognition Using Fusion of SVM-based Visual Classifiers

    Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J. 2010 2010 IEEE International Workshop on Machine Learning for Signal Processing. Kittilä

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

  37. Published

    PicSOM Experiments in ImageCLEF RobotVision

    Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J. 2010 Recognizing Patterns in Signals, Speech, Images and Videos. Istanbul: Springer Berlin / Heidelberg, p. 190-199

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

  38. Published

    PicSOM Experiments in TRECVID 2010

    Sjöberg, M., Koskela, M., Chechev, M. & Laaksonen, J. 2010 The TRECVID 2010 Workshop. Gaithersburg

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

  39. 2009
  40. Published

    Image Theft Detection with Self-Organising Maps

    Prentis, P., Sjöberg, M., Koskela, M. & Laaksonen, J. 2009 19th International Conference on Artificial Neural Networks (ICANN 2009). Limassol, p. 495-504

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

  41. Published

    Improving automatic video retrieval with semantic concept detection

    Koskela, M., Sjöberg, M. & Laaksonen, J. 2009 16th Scandinavian Conference on Image Analysis (SCIA 2009). Oslo, p. 480-489

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

  42. Published

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

    Sjöberg, M. & Laaksonen, J. 2009 7th International Workshop on Self-Organizing Maps (WSOM 2009). St. Augustine, p. 281-289

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

  43. Published

    PicSOM Content-Based Information Retrieval System

    Laaksonen, J., Koskela, M., Viitaniemi, V., Sjöberg, M., Zhang, H., Hussain, Z. & Leung, A. 2009

    Research output: Artistic and non-textual formSoftware

  44. Published

    PicSOM Experiments in TRECVID 2009

    Sjöberg, M., Viitaniemi, V., Koskela, M. & Laaksonen, J. 2009 The TRECVID 2009 Workshop. Gaithersburg

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

  45. Published

    PinView Mozilla Browser extension

    Laaksonen, J., Sjöberg, M., Zhang, H. & Ajanki, A. 2009

    Research output: Artistic and non-textual formSoftware

  46. 2008
  47. Published

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

    Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J. 2008 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008). Klagenfurt, p. 12-15

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

  48. Published

    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

    Research output: Contribution to journalArticle

  49. Published

    PicSOM Experiments in TRECVID 2008

    Koskela, M., Sjöberg, M., Viitaniemi, V. & Laaksonen, J. 2008 The TRECVID 2008 Workshop. Gaithersburg, p. 408-416

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

  50. 2007
  51. Published

    PicSOM Experiments in TRECVID 2007

    Koskela, M., Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Prentis, P. 2007 The TRECVID 2007 Workshop. Gaithersburg

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

  52. Published

    Rushes Summarization with Self-Organizing Maps

    Koskela, M., Sjöberg, M., Laaksonen, J., Viitaniemi, V. & Muurinen, H. 2007 The TRECVID Workshop on Video Summarization (TVS'07). Augsburg: ACM Press, p. 45-49

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

  53. Published

    Video Summarization with SOMs

    Laaksonen, J., Koskela, M., Sjöberg, M., Viitaniemi, V. & Muurinen, H. 2007 The 6th Int. Workshop on Self-Organizing Maps (WSOM 2007). Bielefeld

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

  54. 2006
  55. Published

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

    Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Honkela, T. 2006 3rd IFIP Conference on Artificial Intelligence Applications and Innovations, Athens, Greece, 2006. Maglogiannis, I., Karpouzis, K. & Bramer, M. (eds.). Athens: IFIP, p. 600-608

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

  56. Published

    Emergence of Semantics from Multimedia Databases

    Oja, E., Sjöberg, M., Viitaniemi, V. & Laaksonen, J. 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 2006. IEEE Computational Intelligence Society

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

  57. Published

    PicSOM Experiments in TRECVID 2006

    Sjöberg, M., Muurinen, H., Laaksonen, J. & Koskela, M. 2006 TRECVID 2006 Workshop, Gaithersburg, MD, USA, 2006. p. 262-270

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

  58. Published

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

    Sjöberg, M., Laaksonen, J., Pöllä, M. & Honkela, T. 2006 16th International Conference on Artificial Neural Networks (ICANN 2006), Athens, Greece, 2006. p. 75-83

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

  59. 2005
  60. Published

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

    Sjöberg, M. & Laaksonen, J. 2005 15th International Conference on Artificial Neural Networks ICANN 2005, Warsaw, Poland, September 2005. p. 841-846

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

  61. Published

    PicSOM Experiments in TRECVID 2005

    Koskela, M., Laaksonen, J., Sjöberg, M. & Muurinen, H. 2005 TRECVID 2005 Workshop, Gaithersburg, MD, USA, November 2005. p. 262-270

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

  62. 2003
  63. Published

    Using Image Segments in PicSOM CBIR System

    Sjöberg, M., Laaksonen, J. & Viitaniemi, V. 2003 13th Scandinavian Conference on Image Analysis (SCIA 2003), Göteborg, Sweden, June 29-July 2, 2003. p. 1106-1113

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

ID: 82362