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: ScientificChapter

  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: Scientific - peer-reviewConference 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)

    Research output: Scientific - peer-reviewConference 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)

    Research output: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewChapter

  12. Published

    PicSOM Content-Based Information Retrieval System

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

    Research output: ScientificSoftware

  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)

    Research output: Scientific - peer-reviewConference 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)

    Research output: Scientific - peer-reviewConference 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: Scientific - peer-reviewArticle

  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)

    Research output: Scientific - peer-reviewConference contribution

  18. Published

    From pixels to semantics: visual concept detection and its applications

    Sjöberg, M. 2014 Aalto University. 202 p.

    Research output: Collection of ArticlesDoctoral 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: ProfessionalConference 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: ProfessionalConference 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: Scientific - peer-reviewConference 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: ProfessionalConference 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: Scientific - peer-reviewConference 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: ProfessionalConference 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: ProfessionalConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: ProfessionalConference 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: Scientific - peer-reviewConference 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: ProfessionalWorking 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: Scientific - peer-reviewConference 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: ScientificConference contribution

  38. Published

    PicSOM Experiments in TRECVID 2010

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

    Research output: ProfessionalConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: ScientificSoftware

  44. Published

    PicSOM Experiments in TRECVID 2009

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

    Research output: Scientific - peer-reviewConference contribution

  45. Published

    PinView Mozilla Browser extension

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

    Research output: ScientificSoftware

  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: Scientific - peer-reviewConference 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: Scientific - peer-reviewArticle

  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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference 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: Scientific - peer-reviewConference contribution

ID: 82362