A.G. Stergiou (Alex)

Universitair docent
EEMCS-CS-DMB
Zilverling 4102
a.g.stergiou@utwente.nl
+31534897604
Visitekaartje

Expertises

  • Computer Science

    • Action Recognition
    • Anomaly Detection
    • Audio Classification
    • Audio Recognition
    • Temporal Feature
    • Video Understanding
    • human action recognition
    • Video Action Recognition

Organisaties

Publicaties

2023
Holistic Representation Learning for Multitask Trajectory Anomaly DetectionIn 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (pp. 6729-6739). IEEE (Accepted/In press). Stergiou, A., Weerdt, B. D. & Deligiannis, N.https://doi.org/10.48550/arXiv.2311.01851Leaping Into Memories Space-Time Deep Feature SynthesisIn IEEE/CVF International Conference on Computer Vision: ICCV 2023 (pp. 1966-1976). IEEE. Stergiou, A. & Deligiannis, N.https://doi.org/10.1109/ICCV51070.2023.00188The Wisdom of Crowds: Temporal Progressive Attention for Early Action PredictionIn 2023 IEEE/CVF Conference On Computer Vision And Pattern Recognition: CVPR 2023 (pp. 14709-14719). IEEE. Stergiou, A. & Damen, D.https://doi.org/10.1109/CVPR52729.2023.01413AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling, 251-266. Stergiou, A. & Poppe, R.https://doi.org/10.1109/TIP.2022.3227503Play It Back: Iterative Attention For Audio RecognitionIn Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE. Stergiou, A. & Damen, D.https://doi.org/10.1109/ICASSP49357.2023.10096532
2021
Refining activation downsampling with SoftPoolIn 2021 IEEE/CVF International Conference on Computer Vision: ICCV 2021 (pp. 10337-10346). Stergiou, A., Poppe, R. & Kalliatakis, G.https://doi.org/10.1109/ICCV48922.2021.01019The Mind’s Eye: Visualizing Class-Agnostic Features of CNNSIn 2021 IEEE International Conference on Image Processing (ICIP) (pp. 2738-2742). IEEE. Stergiou, A.https://doi.org/10.1109/ICIP42928.2021.9506287
2020
Learn to cycle: Time-consistent feature discovery for action recognition, 1-7. Stergiou, A. & Poppe, R.https://doi.org/10.1016/j.patrec.2020.11.012Class Feature Pyramids for Video ExplanationIn 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Article 9022210 (pp. 4255-4264). IEEE. Stergiou, A., Kapidis, G., Kalliatakis, G., Chrysoulas, C., Poppe, R. & Veltkamp, R.https://doi.org/10.1109/ICCVW.2019.00524
2019
Saliency Tubes: Visual Explanations for Spatio-Temporal ConvolutionsIn 2019 IEEE International Conference on Image Processing (ICIP), Article 8803153 (pp. 1830-1834). IEEE (E-pub ahead of print/First online). Stergiou, A., Kapidis, G., Kalliatakis, G., Chrysoulas, C., Veltkamp, R. & Poppe, R.https://doi.org/10.1109/ICIP.2019.8803153

Onderzoeksprofielen

Vakken collegejaar 2023/2024

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

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