Zilverling

dr. 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
    • Frame Condition
    • High Correspondence
    • Temporal Feature
    • Video Understanding

Organisaties

Publicaties

2024

LAVIB: A Large-scale Video Interpolation Benchmark (2024)[Working paper › Preprint]. ArXiv.org (Accepted/In press). Stergiou, A.http://10.48550/arXiv.2406.09754Every Shot Counts: Using Exemplars for Repetition Counting in Videos (2024)[Working paper › Preprint]. ArXiv.org (Accepted/In press). Sinha, S., Stergiou, A. & Damen, D.http://10.48550/arXiv.2403.18074

2023

Holistic Representation Learning for Multitask Trajectory Anomaly Detection (2023)In 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 Synthesis (2023)In IEEE/CVF International Conference on Computer Vision: ICCV 2023 (pp. 1966-1976) (Proceedings). IEEE. Stergiou, A. & Deligiannis, N.https://doi.org/10.1109/ICCV51070.2023.00188AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling (2023)IEEE transactions on image processing, 32, 251-266. Stergiou, A. & Poppe, R.https://doi.org/10.1109/TIP.2022.3227503Play It Back: Iterative Attention For Audio Recognition (2023)In Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). IEEE. Stergiou, A. & Damen, D.https://doi.org/10.1109/ICASSP49357.2023.10096532The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction (2023)In 2023 IEEE/CVF Conference On Computer Vision And Pattern Recognition: CVPR 2023 (pp. 14709-14719) (Proceedings). IEEE. Stergiou, A. & Damen, D.https://doi.org/10.1109/CVPR52729.2023.01413

2021

Refining activation downsampling with SoftPool (2021)In 2021 IEEE/CVF International Conference on Computer Vision: ICCV 2021 (pp. 10337-10346) (IEEE International Conference on Computer Vision. Proceedings). Stergiou, A., Poppe, R. & Kalliatakis, G.https://doi.org/10.1109/ICCV48922.2021.01019The Mind’s Eye: Visualizing Class-Agnostic Features of CNNS (2021)In 2021 IEEE International Conference on Image Processing (ICIP) (pp. 2738-2742) (Proceedings - International Conference on Image Processing, ICIP; Vol. 2021-September). IEEE. Stergiou, A.https://doi.org/10.1109/ICIP42928.2021.9506287

2020

Learn to cycle: Time-consistent feature discovery for action recognition (2020)Pattern recognition letters, 141, 1-7. Stergiou, A. & Poppe, R.https://doi.org/10.1016/j.patrec.2020.11.012

Onderzoeksprofielen

Vakken collegejaar 2024/2025

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.

Vakken collegejaar 2023/2024

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