Profils utilisateurs correspondant à "Victoria Manousaki"

Victoria Manousaki

Computer Science Department, University of Crete, FORTH
Adresse e-mail validée de csd.uoc.gr
Cité 119 fois

Dyslexml: Screening tool for dyslexia using machine learning

T Asvestopoulou, V Manousaki, A Psistakis… - arXiv preprint arXiv …, 2019 - arxiv.org
Eye movements during text reading can provide insights about reading disorders. Via eye-trackers,
we can measure when, where and how eyes move with relation to the words they …

Vlmah: Visual-linguistic modeling of action history for effective action anticipation

V Manousaki, K Bacharidis… - Proceedings of the …, 2023 - openaccess.thecvf.com
Although existing methods for action anticipation have shown considerably improved performance
on the predictability of future events in videos, the way they exploit information related …

Graphing the future: Activity and next active object prediction using graph-based activity representations

V Manousaki, K Papoutsakis, A Argyros - International Symposium on …, 2022 - Springer
We present a novel approach for the visual prediction of human-object interactions in videos.
Rather than forecasting the human and object motion or the future hand-object contact …

[PDF][PDF] Segregational Soft Dynamic Time Warping and Its Application to Action Prediction.

V Manousaki, AA Argyros - VISIGRAPP (5: VISAPP), 2022 - scitepress.org
Aligning the execution of complete actions captured in segmented videos has been a
problem explored by Dynamic Time Warping (DTW) and Soft Dynamic Time Warping (S-DTW) …

Anticipating Object State Changes

V Manousaki, K Bacharidis, F Gouidis… - arXiv preprint arXiv …, 2024 - arxiv.org
Anticipating object state changes in images and videos is a challenging problem whose
solution has important implications in vision-based scene understanding, automated monitoring …

Towards a robust and accurate screening tool for dyslexia with data augmentation using GANs

T Asvestopoulou, V Manousaki… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
Eye movements during text reading can provide insights about reading disorders. We
developed the DysLexML, a screening tool for developmental dyslexia, based on various ML …

Action prediction during human-object interaction based on dtw and early fusion of human and object representations

V Manousaki, K Papoutsakis, A Argyros - International Conference on …, 2021 - Springer
Action prediction is defined as the inference of an action label while the action is still ongoing.
Such a capability is extremely useful for early response and further action planning. In this …

[PDF][PDF] Evaluating Method Design Options for Action Classification based on Bags of Visual Words.

V Manousaki, KE Papoutsakis… - VISIGRAPP (5 …, 2018 - pdfs.semanticscholar.org
The Bags of Visual Words (BoVWs) framework has been applied successfully to several
computer vision tasks. In this work we are particularly interested on its application to the problem …

Partial Alignment of Time Series for Action and Activity Prediction

V Manousaki, A Argyros - … Joint Conference on Computer Vision, Imaging …, 2022 - Springer
The temporal alignment of two complete action/activity sequences has been the focus of
interest in many research works. However, the problem of partially aligning an incomplete …

Human action prediction and forecasting based on visual data

V Manousaki - 2023 - didaktorika.gr
The ability to observe human movements and predict their actions is a developmental skill
acquired by humans early in life. When witnessing a person performing a task, we can easily …