Jorma Laaksonen

Teaching Researcher, Senior University Lecturer

Research outputs

  1. 2019
  2. Published

    Multi-stream Convolutional Networks for Indoor Scene Recognition

    Anwer, R. M., Khan, F. S., Laaksonen, J. & Zaki, N., 1 Jan 2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). Springer Verlag, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 LNCS).

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

  3. 2018
  4. Published

    PicSOM Content-Based Information Retrieval System: software source release version 0.37

    Laaksonen, J., 17 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  5. Published

    DeepCaption: PyTorch-based framework for image captioning research using deep learning

    Sjöberg, M., Polis, A., Surikuchi, A. & Laaksonen, J., 5 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  6. Published

    Two-stream part-based deep representation for human attribute recognition

    Anwer, R. M., Khan, F. S. & Laaksonen, J., 13 Jul 2018, Proceedings - 2018 International Conference on Biometrics, ICB 2018. Institute of Electrical and Electronics Engineers, p. 90-97 8 p.

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

  7. Published

    Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

    Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74-85 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Film mood and its quantitative determinants in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., 8 Jan 2018, In : IEEE Transactions on Affective Computing.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    VisualLabel: An integrated multimedia content management and access framework

    Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S. & 4 othersKallio, J., Saarinen, J. P., Gabbouj, M. & Soini, J., 1 Jan 2018, Information Modelling and Knowledge Bases XXIX. Yoshida, N., Koopipat, C., Kiyoki, Y., Chawakitchareon, P., Hansuebsai, A., Sornlertlamvanich, V., Thalheim, B. & Jaakkola, H. (eds.). p. 321-342 22 p. (Frontiers in Artificial Intelligence and Applications; vol. 301).

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

  10. Published

    Image and Video Captioning with Augmented Neural Architectures

    Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2018, In : IEEE Multimedia. 25, 2, p. 34-46 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    The MeMAD submission to the WMT18 multimodal translation task

    Grönroos, S-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & 1 othersVázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Vol. 2. p. 609-617 9 p.

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

  12. 2017
  13. Published

    Computational and perceptual determinants of film mood in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., Dec 2017, Proceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017. IEEE, p. 185-192

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

  14. Published

    PicSOM Content-Based Information Retrieval System: software source release version 0.36

    Laaksonen, J., 28 Nov 2017

    Research output: Artistic and non-textual formSoftwareScientific

  15. Published

    Fixation Prediction in Videos using Unsupervised Hierarchical Features

    Wang, J., Rezazadegan Tavakoli, H. & Laaksonen, J., 22 Aug 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE, p. 2225-2232 8 p. 8015010. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops).

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

  16. Published

    Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map

    Ishikawa, S., Laaksonen, J. & Karhunen, J., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers, p. 1305-1312 8 p. 7966003

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

  17. Published

    Understanding quantitative determinants of film mood in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., 13 Jun 2017.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  18. Published

    TEX-Nets: Binary patterns encoded convolutional neural networks for texture recognition

    Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 6 Jun 2017, ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. p. 125-132 8 p.

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

  19. Published

    VisualLabel: An Integrated Multimedia Content Management and Access Framework

    Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S. & 4 othersKallio, J., Saarinen, J. P., Gabbouj, M. & Soini, J., 5 Jun 2017, The Proceedings of the 27th International Conference on Information Modelling and Knowledge Bases, EJC 2017. Sornlertlamvanich, V., Chawakitchareon, P., Hansuebsai, A., Koopipat, C., Kiyoki, Y., Kangassalo, H., Thalheim, B. & Yoshida, N. (eds.). Thailand, p. 332-353 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  20. Published

    Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features

    Rezazadegan Tavakoli, H., Borji, A., Laaksonen, J. & Rahtu, E., 2017, In : Neurocomputing. 244, p. 10-18

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Paying Attention to Descriptions Generated by Image Captioning Models

    Rezazadegan Tavakoli, H., Shetty, R., Borji, A. & Laaksonen, J., 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. IEEE, p. 2506-2515 8237534. (IEEE International Conference on Computer Vision).

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

  22. Published

    Saliency Revisited: Analysis of Mouse Movements versus Fixations

    Rezazadegan Tavakoli, H., Ahmed, F., Borji, A. & Laaksonen, J., 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, p. 6354-6362 (IEEE Conference on Computer Vision and Pattern Recognition).

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

  23. Published

    Scale coding bag of deep features for human attribute and action recognition

    Khan, F. S., van de Weijer, J., Anwer, R. M., Bagdanov, A. D., Felsberg, M. & Laaksonen, J., 2017, In : MACHINE VISION AND APPLICATIONS. 29, 1, p. 55–71 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Top-down deep appearance attention for action recognition

    Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 2017, Image Analysis - 20th Scandinavian Conference, SCIA 2017, Proceedings. Springer-Verlag, p. 297-309 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10269 LNCS).

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

  25. Published

    Towards Gaze-Based Video Annotation

    Soliman, M., Rezazadegan Tavakoli, H. & Laaksonen, J., 2017, 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) . IEEE, 5 p. (International Conference on Image Processing Theory Tools and Applications).

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

  26. Published

    Uni- and multimodal methods for single- and multi-label recognition

    Ishikawa, S. & Laaksonen, J., 2017, In : Multimedia Tools and Applications. 76, 21, p. 22405–22423 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. 2016
  28. Published

    PicSOM Content-Based Information Retrieval System: software source release version 0.34

    Laaksonen, J., 19 Dec 2016

    Research output: Artistic and non-textual formSoftwareScientific

  29. Published

    Frame-and segment-level features and candidate pool evaluation for video caption generation

    Shetty, R. & Laaksonen, J., 1 Oct 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. p. 1073-1076 4 p.

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

  30. Published

    Comparing and combining unimodal methods for multimodal recognition

    Ishikawa, S. & Laaksonen, J., 27 Jun 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing, CBMI 2016. IEEE Computer Society, Vol. 2016-June. 7500253

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

  31. Published

    Combining holistic and part-based deep representations for computational painting categorization

    Anwer, R. M., Khan, F. S., Van De Weijer, J. & Laaksonen, J., 6 Jun 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. p. 339-342 4 p.

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

  32. Published

    Annotated Video Corpus on FinSL with Kinect and Computer-Vision Data

    Jantunen, T., Pippuri, O., Wainio, T., Puupponen, A. & Laaksonen, J., 28 May 2016, Proceedings of the 7th Workshop on the Representation and Processing of Sign Languages: Corpus Mining: Language Resources and Evaluation Conference (LREC). p. 93-100 8 p.

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

  33. Published

    Bottom-up Fixation Prediction Using Unsupervised Hierarchical Models

    Rezazadegan Tavakoli, H. & Laaksonen, J., 2016, Computer Vision – ACCV 2016 Workshops: ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part I. Chen, C-S., Jiwen, L. & Ma, K-K. (eds.). p. 287–302 16 p. (Lecture Notes in Computer Science; vol. 10116).

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

  34. Published

    Exploiting Scene Context for Image Captioning

    Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2016, Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion . ACM, p. 1-8

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

  35. Published

    On the Contribution of Saliency in Visual Tracking

    Alikhani, I., Rezazadegan Tavakoli, H., Rahtu, E. & Laaksonen, J., 2016, Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress, Vol. 4. p. 17-21

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

  36. Published

    On the rhythm of head movements in Finnish and Swedish sign language sentences

    Jantunen, T., Mesch, J., Puupponen, A. & Laaksonen, J., 2016, Proceedings of the International Conference on Speech Prosody: 8th Speech Prosody 2016. International Speech Communication Association, Vol. 2016-January. p. 850-853 4 p. (Speech prosody : an international conference).

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

  37. Published

    Preliminary studies on personalized preference prediction from gaze in comparing visualizations

    Rezazadegan Tavakoli, H., Poostchimohammadabadi, H., Peltonen, J., Laaksonen, J. & Kaski, S., 2016, Advances in Visual Computing: 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II. p. 576-585 (Lecture Notes in Computer Science; vol. 10073).

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

  38. 2015
  39. Published

    Advances in Independent Component Analysis and Learning Machines

    Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J., 2015, Academic Press: Elsevier.

    Research output: Book/ReportAnthologyScientificpeer-review

  40. 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 proceedingChapterScientificpeer-review

  41. Published

    Compact color-texture description for texture classification

    Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, In : Pattern Recognition Letters. 51, 1, p. 16-22

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Deep Semantic Pyramids for Human Attributes and Action Recognition

    Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, 19th Scandinavian Conference on Image Analysis (SCIA 2015), Copenhagen, Denmark, June 2015. Paulsen, R. R. & Pedersen, K. S. (eds.). Switzerland: Springer International Publishing, p. 341-353

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

  43. Published

    neuraltalkTheano

    Shetty, R. & Laaksonen, J., 2015

    Research output: Artistic and non-textual formSoftwareScientific

  44. Published

    PicSOM Content-Based Information Retrieval System

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

    Research output: Artistic and non-textual formSoftwareScientific

  45. Published

    PicSOM Experiments in TRECVID 2015

    Ishikawa, S., Anwer, R. M., Koskela, M. & Laaksonen, J., 2015, TRECVID 2015 Workshop. Gaithersburg, MD, USA: NIST

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

  46. Published

    Towards Reliable Automatic Multimodal Content Analysis

    Lautenbacher, O-P., Tiittula, L., Hirvonen, M., Laaksonen, J. & Kurimo, M., 2015, Conference on Empirical Methods for Natural Language Processing, Fourth Workshop on Vision and Language. Lisbon, Portugal, p. 6-7

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

  47. Published

    Video captioning with recurrent networks based on frame- and video-level features and visual content classification

    Shetty, R. & Laaksonen, J., 2015, Santiago, Chile, (ICCV 2015 Workshop on Describing and Understanding Video & The Large Scale Movie Description Challenge).

    Research output: Working paperProfessional

  48. 2014
  49. Published

    2D Appearance Based Techniques for Tracking the Signer Configuration in Sign Language Video Recordings

    Viitaniemi, V., Karppa, M. & Laaksonen, J., 2014, International conference on image analysis and recognition, ICIAR, Vilamoura, Portugal, October 22-24 2014. p. 29-38

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

  50. 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 journalArticleScientificpeer-review

  51. Published

    Convolutional Network Features for Scene Recognition

    Koskela, M. & Laaksonen, J., 2014, ACM multimedia conference, MULTIMEDIA, Orlando, USA, November 3-7 2014.

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

  52. Published

    Estimating Head Pose and State of Facial Elements for Sign Language Video

    Luzardo, M., Viitaniemi, V., Karppa, M., Laaksonen, J. & Jantunen, T., 2014, International conference on language resources and evaluation, LREC, Reykjavik, Iceland, May 26-31 2014.

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

  53. Published

    Experiments on Recognising the Handshape in Blobs Extracted from Sign Language Videos

    Viitaniemi, V., Karppa, M. & Laaksonen, J., 2014, International conference on pattern recognition, ICPR, Stockholm, Sweden, August 24-28 2014.

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

  54. 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 contributionProfessional

  55. Published

    SLMotion - An extensible sign language oriented video analysis tool

    Karppa, M., Viitaniemi, V., Luzardo, M., Laaksonen, J. & Jantunen, T., 2014, International conference on language resources and evaluation, LREC, Reykjavik, Iceland, May 26-31 2014. p. 1886-1891

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

  56. Published

    S-pot - a benchmark in spotting signs within continuous signing

    Viitaniemi, V., Jantunen, T., Savolainen, L., Karppa, M. & Laaksonen, J., 2014, International conference on language resources and evaluation, LREC, Reykjavik, Iceland, May 26-31 2014. p. 1892-1897

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

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