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Iaroslav Melekhov

  • Aalto SCI Computer Science Konemiehentie 2

20162020

Research output per year

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Research Output

  • 10 Conference contribution
  • 1 Doctoral Thesis

Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio

Solovyev, R., Melekhov, I., Lesonen, T., Vaattovaara, E., Tervonen, O. & Tiulpin, A., 2020, (Accepted/In press) Advanced Concepts for Intelligent Vision Systems (ACIVS).

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

Deep Learning Methods for Image Matching and Camera Relocalization

Melekhov, I., 2020, Aalto University. 145 p.

Research output: ThesisDoctoral ThesisCollection of Articles

  • 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

    DGC-Net: Dense Geometric Correspondence Network

    Melekhov, I., Tiulpin, A., Sattler, T., Pollefeys, M., Rahtu, E. & Kannala, J., 4 Mar 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. IEEE, p. 1034-1042 9 p. 8658868. (IEEE Winter Conference on Applications of Computer Vision).

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

    Open Access
    6 Citations (Scopus)

    KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks

    Tiulpin, A., Melekhov, I. & Saarakkala, S., 2019, (Accepted/In press) The IEEE International Conference on Computer Vision (ICCV) Workshops. IEEE

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

  • Projects

    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

    Nokia Foundation Scholarship

    Iaroslav Melekhov (Recipient), 1 Nov 2018

    Prize: Award or honor granted for academic career

    Nokia scholarship

    Iaroslav Melekhov (Recipient), 2018

    Prize: Award or honor granted for academic career

    Activities

    • 2 Visit abroad

    Wayve Technologies (wayve.ai)

    Iaroslav Melekhov (Visiting researcher)
    1 Oct 20181 Mar 2019

    Activity: Visiting an external institution typesVisit abroad

    Swiss Federal Institute of Technology Zurich

    Iaroslav Melekhov (Visiting researcher)
    1 Dec 20171 Apr 2018

    Activity: Visiting an external institution typesVisit abroad