Ioannis Vernikos

According to our database, Ioannis Vernikos authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

A Deep Regression Approach for Human Activity Recognition Under Partial Occlusion.

Ioannis Vernikos, Evaggelos Spyrou, Ioannis-Aris Kostis, Eirini Mathe, Phivos Mylonas

Int. J. Neural Syst., September, 2023

Human Activity Recognition in the Presence of Occlusion.

Ioannis Vernikos, Theodoros Spyropoulos, Evaggelos Spyrou, Phivos Mylonas

Sensors, 2023

2022

Early Fusion of Visual Representations of Skeletal Data for Human Activity Recognition.

Ioannis Vernikos, Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

2021

A Deep Hybrid Architecture for Human Activity Recognition.

Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities.

Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas

Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

2020

An adversarial semi-supervised approach for action recognition from pose information.

George Pikramenos, Eirini Mathe, Eleanna Vali, Ioannis Vernikos, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas

Neural Comput. Appl., 2020

Skeleton geometric transformation for human action recognition using convolutional neural networks.

Antonios Papadakis, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling.

George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019

Fusing Handcrafted and Contextual Features for Human Activity Recognition.

Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Alexandros Mitsou, Theodore Giannakopoulos, Phivos Mylonas

Proceedings of the 14th International Workshop on Semantic and Social Media Adaptation and Personalization, 2019

The VISOR project: Virtual coachIng Services for OldeR adults.

Evaggelos Spyrou, Eirini Mathe, Ioannis Vernikos, Panagiotis Dedousis, Anna Vlachou, Phivos Mylonas

Proceedings of the 4th South-East Europe Design Automation, 2019

An image representation of skeletal data for action recognition using convolutional neural networks.

Ioannis Vernikos, Eirini Mathe, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Recognizing Human Actions Using 3D Skeletal Information and CNNs.

Antonios Papadakis, Eirini Mathe, Ioannis Vernikos, Apostolos Maniatis, Evaggelos Spyrou, Phivos Mylonas

Proceedings of the Engineering Applications of Neural Networks, 2019

2018

Emotion Recognition from Speech: A Classroom Experiment.

Rozalia Nikopoulou, Ioannis Vernikos, Evaggelos Spyrou, Phivos Mylonas

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

A Non-Linguistic Approach for Human Emotion Recognition from Speech.

Evaggelos Spyrou, Ioannis Vernikos, Rozalia Nikopoulou, Phivos Mylonas

Proceedings of the 9th International Conference on Information, 2018