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OrbitalMosaic
Researcher's Night 2023
News - Announcements
Dr. Ioannis Katsavounidis (Meta Platforms, IEEE Distinguished Industry Speaker 2025) talk on Video Quality Optimization in Adaptive Streaming
AI-Enhanced Passive Radar: Leveraging 5G Signal Reflectance for Drone Detection
Video quality optimization in adaptive streaming
Brain Inspired Intelligence for Semantic Video Compression
Soil Moisture Retrieval using In Situ and Data Simulation Regularized Deep Learning Models
Low-Cost Remote Sensing of Root Zone Soil Moisture, Ground Water, and Snow Depth with Ultrawideband Drone-mounted Software-Defined Radar
2nd Greek ERA Chairs Meeting
COSMO 21
Greek ERA Chairs in Press
IEEE International Geoscience and Remote Sensing Symposium
Dr. Effrosyni Doutsi ERA Funding
Robust Machine Learning, Reinforcement Learning and Autonomy: A Unifying Theory via Performance and Risk Tradeoff
IEEE IGARSS 2024 MANUSCRIPT Deadline
Cosmo 21
Greek ERA Chairs Day
ADA-X: 10th Astronomical Data Analysis Summer School
Research Night 2023
People
Research Personnel
Themis Palpanas
Klea Panayidou
Nikos Stefanakis
Mihalis Kolountzakis
Grigorios Tsagkatakis
George Tzagkarakis
Panagiotis Tsakalides
Postdoctoral & Affiliated Researchers
Michaela Areti Zervou
Michail Giannoulis
Eirini Troullinou
Anastasia Aidini
Effrosyni Doutsi
Graduate Research Assistants
Lefteris Polychronakis
Eirini Klironomou
Georgios Kotsopoulos
Konstantinos Bountrogiannis
Katerina Papadaki
Ioannis Konidakis
Undergraduate Research Fellows
Technical Staff
Marinos Kalaitzakis
Giorgos Roussakis
Andreas Symiakakis
Stylianos Roumpakis
Lab Alumni
Former SPL Members
Research
Research Topics
FORTH SmartWater
Imaging
Distributed Sensor Networks
Audio and Speech
Statistical signal processing and content-based information retrieval
Research Highlights
Computational Sciences at FORTH
Dr. Effrosyni Doutsi ERA Funding
Projects
Ongoing
TITAN
Completed
CS - ORION
DEDALE
SENSE
HYDROBIONETS
MusiNet
aploe
ASPIRE
V4 - ICARUS
PHySIS
CALHAS
SmartWater 2020
FRESQO
Publications
Integrating Physics and Machine Learning for Soil Moisture Retrieval Using CYGNSS Observations
Age of Incorrect Information with Hybrid ARQ under a Resource Constraint for N-ary Symmetric Markov Sources
A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired Filter
Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping
Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information
Exploring the Potential of Recurrence Quantification Analysis for Video Analysis and Motion Detection
Quantifying Uncertainty in Machine Learning Based Soil Moisture Retrieval From GNSS-R Measurements
Quantifying the Predictive Capacity of Dynamic Graph Measures on Systemic and Tail Risk
Unveiling galaxy protoclusters in the era of Euclid
Mapping Wildfire Burned Area Using GNSS-Reflectometry in Densely Vegetated Regions with Complex Topography: A Machine Learning Approach,
Uncertainty Quantification in Machine Learning Based Retrieval of Soil Moisture from GNSS-R Observations
Physics-Constrained Deep Learning Models for Microwave Retrieval of High-Resolution Soil Moisture
Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environments
Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Model
Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning
Measuring the substructure mass power spectrum of 23 SLACS strong galaxy–galaxy lenses with convolutional neural networks
Necessary reforms in the Greek academic system
LiteBIRD science goals and forecasts: improving sensitivity to inflationary gravitational waves with multitracer delensing
LiteBIRD science goals and forecasts: a full-sky measurement of gravitational lensing of the CMB
Theoretical wavelet ℓ1-norm from one-point probability density function prediction
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting
Ground-based image deconvolution with Swin Transformer UNet
De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold
A Generative Neighborhood-based Deep Autoencoder for Robust Imbalanced Classification
Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks
Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation Journal Article
4D U-Nets for Multi-Temporal Remote Sensing Data Classification
Neuronal Communication Process Opens New Directions in Image and Video Compression Systems In Proceedings
A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising In Proceedings
Automating Mixing of User-Generated Audio Recordings from the Same Event Journal Article
Convolutional Neural Networks for Video Quality Assessment
Software
Libraries
Feature selection & performance characterization of multi-hop WSN 7
Feature selection & performance characterization of multi-hop WSN 4
Feature selection & performance characterization of multi-hop WSN 3
Feature selection & performance characterization of multi-hop WSN 2
Feature selection & performance characterization of multi-hop WSN 5
Feature selection & performance characterization of multi-hop WSN 6
Feature selection & performance characterization of multi-hop WSN
Datasets
User generated audio recordings 4
User generated audio recordings 3
User generated audio recordings 2
User generated audio recordings
Products
By Video
Product 5
Product 2
Product 6
Product
By Image
Product
Product
Communication
Demos
Educational Activities
Video quality optimization in adaptive streaming
Robust Machine Learning, Reinforcement Learning and Autonomy: A Unifying Theory via Performance and Risk Tradeoff
Continual Inference Networks for Real-time Stream Data Processing
TSMS: TreeSHAP Model Selection for Time Series Forecasting
Events
Robust Machine Learning, Reinforcement Learning and Autonomy: A Unifying Theory via Performance and Risk Tradeoff
Continual Inference Networks for Real-time Stream Data Processing
TSMS: TreeSHAP Model Selection for Time Series Forecasting
Explainable Adaptation of Time Series Forecasting using Regions of Competence
ADA-X: 10th Astronomical Data Analysis Summer School
Greek ERA Chairs Day
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