• Aalto SCI Computer Science Konemiehentie 2

20042020

Research output per year

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Personal profile

Artistic and research interests

Prof. Juho Kannala (PhD 2010) is an Assistant Professor and Academy Research Fellow at Aalto University. He is also a Co-Founder and Technical Advisor of IndoorAtlas Ltd. He defended his PhD thesis in 2010 in the University of Oulu. From 2011 until 2014 he was a postdoctoral researcher funded by the Academy of Finland. In 2012 he was a visiting researcher in INRIA Grenoble working with Dr. Peter Sturm and in 2014 he visited the Mathematical Imaging Group at Lund University. His scientific research is focused on computer vision and covers geometric aspects in 3D vision as well as topics in recognition and semantic image analysis. His work on geometric camera calibration is widely cited and the related software is used by researchers and practitioners worldwide. He has authored or co-authored more than 70 peer-reviewed scientific articles and his H-index is 18 according to Google Scholar.

Keywords

  • computer vision
  • machine learning

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Research Output

Automated structure discovery in atomic force microscopy

Alldritt, B., Hapala, H., Oinonen, N., Urtev, F., Krejci, O., Federici Canova, F., Kannala, J., Schulz, F., Liljeroth, P. & Foster, A., 26 Feb 2020, In : Science Advances. 6, 9, 10 p., eaay6913.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
  • 3 Citations (Scopus)
    20 Downloads (Pure)

    Geometric Image Correspondence Verification by Dense Pixel Matching

    Laskar, Z., Melekhov, I., Rezazadegan Tavakoli, H., Ylioinas, J. & Kannala, J., 2020, (Accepted/In press) IEEE Winter Conference on Applications of Computer Vision.

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

    GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning

    Verma, V., Qu, M., Lamb, A., Bengio, Y., Kannala, J. & Jian, T., 2020, (In preparation).

    Research output: Working paperScientific

  • Iterative path reconstruction for large-scale inertial navigation on smartphones

    Cortes Reina, S., Hou, Y., Kannala, J. & Solin, A., Feb 2020, Proceedings of the International Conference on Information Fusion (FUSION). IEEE

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

    Open Access
  • Multi-view stereo by temporal nonparametric fusion

    Hou, Y., Kannala, J. & Solin, A., Feb 2020, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. IEEE, p. 2651–2660 9008539. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

    Open Access

    Projects

    REPEAT: Robust and Efficient PErception for Autonomous Things

    Kannala, J., Zardikan, O. & Parviainen, A.

    01/01/202031/12/2022

    Project: Academy of Finland: Other research funding

    Computational tomographic atomic force microscopy

    Boney, R., Kannala, J., Urtev, F., Viitala, A. & Paavilainen, P.

    01/01/201831/12/2021

    Project: Academy of Finland: Other research funding

    Compact and efficient deep neural networks for ubiquitous computer vision

    Laskar, Z., Ylioinas, J., Kannala, J., Tigunova, A., Verma, V., Shershebnev, A., Viitala, A., Kaivola, M. & Zhao, Y.

    01/09/201731/08/2021

    Project: Academy of Finland: Other research funding

    Image-based modeling and semantic image analysis

    Cortes Reina, S., Melekhov, I. & Kannala, J.

    01/09/201724/09/2019

    Project: Academy of Finland: Other research funding

    Image-based modeling and semantic image analysis

    Melekhov, I., Cortes Reina, S., Kannala, J. & Ylioinas, J.

    01/01/201622/09/2017

    Project: Academy of Finland: Other research funding

    Prizes

    Primus Young Doctor in the Conferment Seremony of the University of Oulu

    Juho Kannala (Recipient), 2013

    Prize: Award or honor granted for academic career

    Tobii best paper award

    Markus Ylimäki (Recipient), Juho Kannala (Recipient) & Janne Heikkilä (Recipient), 2017

    Prize: Award or honor granted for a specific work

    Activities

    • 1 Membership of an editorial board
    • 1 Pre-examination of dissertation or acting as opponent to doctoral students

    IET COMPUTER VISION (Journal)

    Juho Kannala (Editor)
    2017 → …

    Activity: Publication peer-review and editorial work typesMembership of an editorial board

    Pre-examiner and a member of the Ph.D. thesis committee, University of Lorraine / INRIA Nancy

    Juho Kannala (Examiner)
    2015

    Activity: Examination typesPre-examination of dissertation or acting as opponent to doctoral students

    Press / Media