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Ioannis Vernikos
Ioannis Vernikos
Phd University Of Thessaly, Research Assistant National Center of Scientific Research
Verified email at uth.gr
Title
Cited by
Cited by
Year
Emotion recognition from speech using the bag-of-visual words on audio segment spectrograms
E Spyrou, R Nikopoulou, I Vernikos, P Mylonas
Technologies 7 (1), 20, 2019
222019
Recognizing human actions using 3d skeletal information and CNNs
A Papadakis, E Mathe, I Vernikos, A Maniatis, E Spyrou, P Mylonas
Engineering Applications of Neural Networks: 20th International Conference …, 2019
172019
An image representation of skeletal data for action recognition using convolutional neural networks
I Vernikos, E Mathe, A Papadakis, E Spyrou, P Mylonas
Proceedings of the 12th ACM International conference on pervasive …, 2019
112019
Fusing handcrafted and contextual features for human activity recognition
I Vernikos, E Mathe, E Spyrou, A Mitsou, T Giannakopoulos, P Mylonas
2019 14th International Workshop on Semantic and Social Media Adaptation and …, 2019
92019
Hybrid representation of sensor data for the classification of driving behaviour
M Savelonas, I Vernikos, D Mantzekis, E Spyrou, A Tsakiri, S Karkanis
Applied Sciences 11 (18), 8574, 2021
82021
Emotion recognition from speech: A classroom experiment
R Nikopoulou, I Vernikos, E Spyrou, P Mylonas
Proceedings of the 11th PErvasive Technologies Related to Assistive …, 2018
72018
An adversarial semi-supervised approach for action recognition from pose information
G Pikramenos, E Mathe, E Vali, I Vernikos, A Papadakis, E Spyrou, ...
Neural Computing and Applications 32, 17181-17195, 2020
62020
A novel CNN-LSTM hybrid architecture for the recognition of human activities
S Stylianou-Nikolaidou, I Vernikos, E Mathe, E Spyrou, P Mylonas
International Conference on Engineering Applications of Neural Networks, 121-132, 2021
52021
Early fusion of visual representations of skeletal data for human activity recognition
I Vernikos, D Koutrintzes, E Mathe, E Spyrou, P Mylonas
Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-5, 2022
42022
An image-based approach for classification of driving behaviour using CNNs
E Spyrou, I Vernikos, M Savelonas, S Karkanis
Advances in Mobility-as-a-Service Systems: Proceedings of 5th Conference on …, 2021
42021
Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling.
G Pikramenos, G Smyrnis, I Vernikos, T Konidaris, E Spyrou, ...
ICPRAM, 361-369, 2020
42020
A non-linguistic approach for human emotion recognition from speech
E Spyrou, I Vernikos, R Nikopoulou, P Mylonas
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
32018
A deep hybrid architecture for human activity recognition
S Stylianou-Nikolaidou, I Vernikos, E Mathe, E Spyrou
Proceedings of the 14th PErvasive Technologies Related to Assistive …, 2021
22021
A deep regression approach for human activity recognition under partial occlusion
I Vernikos, E Spyrou, IA Kostis, E Mathe, P Mylonas
International Journal of Neural Systems 33 (09), 2350047, 2023
12023
A dataset of Earth Observation Data for Lithological Mapping using Machine Learning
I Vernikos, G Giannopoulos, A Christopoulou, A Begaj, M Stefouli, ...
EGU General Assembly Conference Abstracts, EGU-17570, 2023
12023
Skeleton geometric transformation for human action recognition using convolutional neural networks
A Papadakis, I Vernikos, E Mathe, E Spyrou
Proceedings of the 13th ACM International Conference on PErvasive …, 2020
12020
The VISOR project: Virtual coachIng Services for OldeR adults
E Spyrou, E Mathe, I Vernikos, P Dedousis, A Vlachou, P Mylonas
2019 4th South-East Europe Design Automation, Computer Engineering, Computer …, 2019
12019
Human Activity Recognition in the Presence of Occlusion
I Vernikos, T Spyropoulos, E Spyrou, P Mylonas
Sensors 23 (10), 4899, 2023
2023
Human activity recognition under occlusion
I Vernikos
Πανεπιστήμιο Θεσσαλίας. Σχολή Θετικών Επιστημών. Τμήμα Πληροφορικής και …, 2023
2023
Αναγνώριση συναισθήματος από φασματογράμματα με χρήση της τεχνικής Bag of-visual Words
ΙΜ Βερνίκος
2019
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Articles 1–20