20192023

Research activity per year

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  • 2023

    IFMix: Utilizing Intermediate Filtered Images for Domain Adaptation in Classification

    Bakhshi Germi, S. & Rahtu, E., 26 Mar 2023, Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SCITEPRESS, Vol. 5. p. 205 - 211 7 p. (VISIGRAPP).

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

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    11 Downloads (Pure)
  • 2022

    A Practical Overview of Safety Concerns and Mitigation Methods for Visual Deep Learning Algorithms

    Bakhshi Germi, S. & Rahtu, E., 17 Feb 2022, SafeAI 2022: Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022). Pedroza, G., Hernández-Orallo, J., Chen, X. C., Huang, X., Espinoza, H., Castillo-Effen, M., McDermid, J., Mallah, R. & Ó hÉigeartaigh, S. (eds.). (CEUR Workshop Proceedings; vol. 3087).

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

    Open Access
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    4 Downloads (Pure)
  • Enhanced Data-Recalibration: Utilizing Validation Data to Mitigate Instance-Dependent Noise in Classification

    Bakhshi Germi, S. & Rahtu, E., 15 May 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Springer, p. 621-632 12 p. (Lecture Notes in Computer Science; vol. 13231 LNCS).

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

    Open Access
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    9 Downloads (Pure)
  • 2021

    Effect of Label Noise on Robustness of Deep Neural Network Object Detectors

    Adhikari, B., Peltomäki, J., Bakhshi Germi, S., Rahtu, E. & Huttunen, H., 2021, Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops: DECSoS, MAPSOD, DepDevOps, USDAI, and WAISE, York, UK, September 7, 2021, Proceedings. Habli, I., Sujan, M., Gerasimou, S., Schoitsch, E. & Bitsch, F. (eds.). Springer, p. 239-250 12 p. (Lecture Notes in Computer Science; vol. 12853).

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

    Open Access
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    26 Downloads (Pure)
  • Selective Probabilistic Classifier Based on Hypothesis Testing

    Bakhshi Germi, S., Rahtu, E. & Huttunen, H., 2021, Proceedings of the 2021 9th European Workshop on Visual Information Processing, EUVIP 2021. Beghdadi, A., Cheikh, F. A., Tavares, J. M. R. S., Mokraoui, A., Valenzise, G., Oudre, L. & Qureshi, M. A. (eds.). IEEE, 6 p. 9483967. (European Workshop on Visual Information Processing).

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

    Open Access
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    7 Downloads (Pure)
  • 2019

    Position Estimation for Drones based on Visual SLAM and IMU in GPS-denied Environment

    Motlagh, H. D. K., Lotfi, F., Taghirad, H. D. & Germi, S. B., 1 Nov 2019, ICRoM 2019 - 7th International Conference on Robotics and Mechatronics. IEEE, p. 120-124 5 p.

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