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About

Currently, I am working as a Project Assistant at the Institute of Computer Graphics and Vision at Graz University of Technology, Austria.

I am also pursuing a PhD in Computer Science under the supervision of Prof. Dr. Horst Bischof, the current rector of Graz University of Technology, and I am proud to work under his guidance.

I received my master’s degree in Mathematics from M.V.Lomonosov Moscow State University (MSU), graduating from the Faculty of Mechanics and Mathematics, which is also the alma mater of such outstanding mathematicians as Kolmogorov, Chebyshev, and many others.

My primary research interests focus on Deep Neural Networks in the field of Computer Vision, particularly in Multiple Object Detection and Tracking, Human Attribute Recognition, Human Pose Estimation, and Domain Adaptation, with applications to Intelligent Video Surveillance Systems, Autonomious Driving, and Robotics.

Publications

  • IntoFog2024

    Into the Fog: Evaluating Robustness of Multiple Object Tracking

    N. Kirillova, M. J. Mirza, H. Bischof, H. Possegger

    In Proc. of the British Machine Vision Conference (BMVC), 2024

    PaperProceedings Cite this paper

    BibTeX:

    @inproceedings{Kirillova_2024_BMVC,

    title = {{Into the Fog: Evaluating Robustness of Multiple Object Tracking}},

    author = {Kirillova, Nadezda** and Mirza, M. Jehanzeb and Bischof, Horst and Possegger, Horst},

    booktitle = {In Proc. of the British Machine Vision Conference (BMVC)},

    year = {2024}

    }

    Code
  • BMVC2023

    A Comprehensive Crossroad Camera Dataset to Improve Traffic Safety of Mobility Aid Users

    L. Mohr, N. Kirillova, H. Possegger, H. Bischof

    In Proc. of the British Machine Vision Conference (BMVC), 2023

    Paper Cite this paper

    BibTeX:

    @inproceedings{mohr23a,

    title = {{A Comprehensive Crossroad Camera Dataset to Improve Traffic Safety of Mobility Aid Users}},

    author = {Mohr, Ludwig and Kirillova, Nadezda and Possegger, Horst and Bischof, Horst},

    booktitle = {In Proc. of the British Machine Vision Conference (BMVC)},

    year = {2023}

    }

    SupplementaryPosterVideoCodeDataset
  • ITSC2023

    Identifying and Extracting Pedestrian Behavior in Critical Traffic Situations

    M. Schachner, B. Schneider, F. Weißenbacher, N. Kirillova, H. Possegger, H. Bischof, C. Klug

    In Proc. of the IEEE International Conference on Intelligent Transportation Systems (ITSC), 2023

    Paper Cite this paper

    BibTeX:

    @inproceedings{schachner23b,

    title = {{Identifying and Extracting Pedestrian Behavior in Critical Traffic Situations}},

    author = {Schachner, Martin and Schneider, Bernd and Wei{\ss}enbacher, Fabian and Kirillova, Nadezda and Possegger, Horst and Bischof, Horst and Klug, Corina},

    booktitle = {In Proc. of the IEEE International Conference on Intelligent Transportation Systems (ITSC)},

    year = {2023}

    }

  • ESV2023

    Observation-based Pedestrian Scenario Extraction for Virtual Testing

    M. Schachner, N. Kirillova, F. Weißenbacher, B. Schneider, H. Possegger, H. Bischof, A. Aichberger, Z. F. Magosi, J. Dobberstein, T. Lich, M. Kirchengast, M. Hennecke, C. Klug

    In Proc. of the International Technical Conference on the Enhanced Safety of Vehicles (ESV), 2023

    Proceedings Cite this paper

    BibTeX:

    @inproceedings{schachner23a,

    title = {{Observation-based Pedestrian Scenario Extraction for Virtual Testing}},

    author = {Schachner, Martin and Kirillova, Nadezda and Wei{\ss}enbacher, Fabian and Schneider, Bernd and Possegger, Horst and Bischof, Horst and Aichberger, Arno and Magosi, Zoltan Ferenc and Dobberstein, Jan and Lich, Thomas and Kirchengast, Martin and Hennecke, Marcus and Klug, Corina},

    booktitle = {In Proc. of the International Technical Conference on the Enhanced Safety of Vehicles (ESV)},

    year = {2023}

    }

  • AVSS2022

    A Visual Surveillance System to Observe Realistic Road User Behavior for Improved Pedestrian and Cyclist Safety at Crossroads

    N. Kirillova, H. Possegger, H. Bischof

    In Proc. of the IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2022

    Paper Cite this paper

    BibTeX:

    @inproceedings{kirillova22a,

    title = {{A Visual Surveillance System to Observe Realistic Road User Behavior for Improved Pedestrian and Cyclist Safety at Crossroads}},

    author = {Kirillova, Nadezda and Possegger, Horst and Bischof, Horst},

    booktitle = {In Proc. of the IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},

    year = {2022}

    }