Profils utilisateurs correspondant à "Victoria Manousaki"
Victoria ManousakiComputer 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
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 …
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 …
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
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 …
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) …
problem explored by Dynamic Time Warping (DTW) and Soft Dynamic Time Warping (S-DTW) …
Anticipating Object State Changes
Anticipating object state changes in images and videos is a challenging problem whose
solution has important implications in vision-based scene understanding, automated monitoring …
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 …
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
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 …
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 …
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 …
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 …
acquired by humans early in life. When witnessing a person performing a task, we can easily …