Analyzing human–human interactions: A survey A Stergiou, R Poppe Computer Vision and Image Understanding 188, 102799, 2019 | 51* | 2019 |
Refining activation downsampling with Softpool A Stergiou, R Poppe, G Kalliatakis 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10357-10366, 2021 | 30 | 2021 |
Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions A Stergiou, G Kapidis, G Kalliatakis, C Chrysoulas, R Veltkamp, R Poppe 2019 IEEE International Conference on Image Processing (ICIP), 1830-1834, 2019 | 27 | 2019 |
Learn to cycle: Time-consistent feature discovery for action recognition A Stergiou, R Poppe Pattern Recognition Letters 141, 1-7, 2020 | 18 | 2020 |
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition A Stergiou, R Poppe 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 12 | 2019 |
Class Feature Pyramids for Video Explanation A Stergiou, G Kapidis, G Kalliatakis, C Chrysoulas, R Poppe, R Veltkamp 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW …, 2019 | 11 | 2019 |
Conceiving human interaction by visualising depth data of head pose changes and emotion recognition via facial expressions G Kalliatakis, A Stergiou, N Vidakis Computers 6 (3), 25, 2017 | 9 | 2017 |
Traffic sign recognition based on synthesised training data A Stergiou, G Kalliatakis, C Chrysoulas Big Data and Cognitive Computing 2 (3), 19, 2018 | 4 | 2018 |
The Mind's Eye: Visualizing Class-Agnostic Features of CNNs A Stergiou 2021 IEEE International Conference on Image Processing (ICIP), 2738-2742, 2021 | 2 | 2021 |
Multi-Temporal Convolutions for Human Action Recognition in Videos A Stergiou, R Poppe 2021 International Joint Conference on Neural Networks (IJCNN), 1-9, 2021 | 2 | 2021 |
Learning Class-Specific Features with Class Regularization for Videos A Stergiou, R Poppe, RC Veltkamp Applied Sciences 10 (18), 6241, 2020 | 2* | 2020 |
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling A Stergiou, R Poppe arXiv preprint arXiv:2111.00772, 2021 | 1 | 2021 |
Temporal Progressive Attention for Early Action Prediction A Stergiou, D Damen arXiv preprint arXiv:2204.13340, 2022 | | 2022 |
Efficient Modelling Across Time of Human Actions and Interactions AG Stergiou Utrecht University, 2021 | | 2021 |