Effrosyni Doutsi

According to our database, Effrosyni Doutsi authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold.

Michaela Areti Zervou, Effrosyni Doutsi, Yannis Pantazis, Panagiotis Tsakalides

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Unleashing the Power of Artificial Intelligence for Personalised Drug Design.

Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides

ERCIM News, 2023

Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks.

Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Neuro-inspired Image Compression Architectures.

Anastasios Papanastasiou, Effrosyni Doutsi, Michalis E. Zervakis, Panagiotis Tsakalides

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Retina-Inspired Spatio-Temporal Filtering for Dynamic Video Coding.

Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks.

Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Panagiotis Tsakalides

IEEE Trans. Image Process., 2021

Neuronal Communication Process Opens New Directions in Image and Video Compression Systems.

Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides

ERCIM News, 2021

Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs.

Michaela Areti Zervou, Effrosyni Doutsi, Pavlos Pavlidis, Panagiotis Tsakalides

Bioinform., 2021

Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification.

Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Efficient Dynamic Analysis of Low-similarity Proteins for Structural Class Prediction.

Michaela Areti Zervou, Effrosyni Doutsi, Pavlos Pavlidis, Panagiotis Tsakalides

Proceedings of the 28th European Signal Processing Conference, 2020

Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code.

Effrosyni Doutsi, Panagiotis Tsakalides

Proceedings of the Data Compression Conference, 2020

An end-to-end spike-based image compression architecture.

Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Neuro-Inspired Compression of RGB Images.

Effrosyni Doutsi, George Tzagkarakis, Panagiotis Tsakalides

Proceedings of the 27th European Signal Processing Conference, 2019

Efficiency of the bio-inspired Leaky Integrate-and-Fire neuron for signal coding.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Retina-Inspired Filter.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

IEEE Trans. Image Process., 2018

Neuro-Inspired Quantization.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Retina-Inspired Encoder: An Innovative Step on Image Coding Using Leaky Integrate-and-Fire Neurons.

Melpomeni Dimopoulou, Effrosyni Doutsi, Marc Antonini

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016

Retina-inspired video codec.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

Proceedings of the 2016 Picture Coding Symposium, 2016

2015

Retinal-inspired filtering for dynamic image coding.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Video analysis and synthesis based on a retinal-inspired frame.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

Proceedings of the 23rd European Signal Processing Conference, 2015

Event-based coding of still images using a bio-inspired frame.

Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

Proceedings of the International Conference on Event-based Control, 2015