Ioannis Vernikos

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Human Activity Recognition

Hybrid Architecture

Convolutional Neural Networks

Top Venues

Publications

Ioannis Vernikos, Evaggelos Spyrou, Ioannis-Aris Kostis, Eirini Mathe, Phivos Mylonas
A Deep Regression Approach for Human Activity Recognition Under Partial Occlusion. Int. J. Neural Syst. 33 (9) (2023)
Ioannis Vernikos, Theodoros Spyropoulos, Evaggelos Spyrou, Phivos Mylonas
Human Activity Recognition in the Presence of Occlusion. Sensors 23 (10) (2023)
Ioannis Vernikos, Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
Early Fusion of Visual Representations of Skeletal Data for Human Activity Recognition. SETN (2022)
Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou
A Deep Hybrid Architecture for Human Activity Recognition. PETRA (2021)
Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities. EANN (2021)
George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis
Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. ICPRAM (2020)
Antonios Papadakis, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou
Skeleton geometric transformation for human action recognition using convolutional neural networks. PETRA (2020)
George Pikramenos, Eirini Mathe, Eleanna Vali, Ioannis Vernikos, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas
An adversarial semi-supervised approach for action recognition from pose information. Neural Comput. Appl. 32 (23) (2020)
Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Alexandros Mitsou, Theodore Giannakopoulos, Phivos Mylonas
Fusing Handcrafted and Contextual Features for Human Activity Recognition. SMAP (2019)
Ioannis Vernikos, Eirini Mathe, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas
An image representation of skeletal data for action recognition using convolutional neural networks. PETRA (2019)
Antonios Papadakis, Eirini Mathe, Ioannis Vernikos, Apostolos Maniatis, Evaggelos Spyrou, Phivos Mylonas
Recognizing Human Actions Using 3D Skeletal Information and CNNs. EANN (2019)
Evaggelos Spyrou, Eirini Mathe, Ioannis Vernikos, Panagiotis Dedousis, Anna Vlachou, Phivos Mylonas
The VISOR project: Virtual coachIng Services for OldeR adults. SEEDA-CECNSM (2019)
Rozalia Nikopoulou, Ioannis Vernikos, Evaggelos Spyrou, Phivos Mylonas
Emotion Recognition from Speech: A Classroom Experiment. PETRA (2018)
Evaggelos Spyrou, Ioannis Vernikos, Rozalia Nikopoulou, Phivos Mylonas
A Non-Linguistic Approach for Human Emotion Recognition from Speech. IISA (2018)