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2023 24th International Conference on
Digital Signal Processing

11-13 June 2023 · Island of Rhodes · Greece

TECHNICAL PROGRAMME

2023 24th International Conference on Digital Signal Processing (DSP 2023)

You can download the DSP 2023 Programme here

Technical Programme

SUNDAY 11 JUNE 2023
MONDAY 12 JUNE 2023
TUESDAY 13 JUNE 2023
09:30-11:00
Registration
M1Α - Media Authenticity in the Age of Artificial Intelligence I
M1B -AI for Industrial and Environmental Applications I
T1A - Biomedical Image and Video Analysis with Applications to Disease Risk Assessment
T1B -Neural Networks and Signal / Image Processing II
11:00-11:30
Coffee Break
Coffee Break
Coffee Break
11:30-13:00
Welcome Address
M2A - Media Authenticity … II
M2B-AI for Industrial … II
T2A - Biomedical Signal Processing I
T2B - DSP Theory
Plenary by Ioannis Katsavounidis
Plenary by fred harris
WiSP
13:00-14:30
Lunch Break
Lunch Break
Lunch Break
14:30-16:00
S3A - DSP Theory - Financial Signal Processing
M3A- Neural Networks and Signal / Image Processing I
M3B- Speech Processing
T3A–Signal/Image Processing-Machine Learning for Physiological Signals
T3B - Federated / Distributed / Dictionary Learning and Applications
16:00-16:30
Coffee Break
Coffee Break
Coffee Break
16:30-18:00
S4A - Radar /SAR Signal Processing
M4A - Signal Processing for DNA Digital Data Storage
M4B - DSP Education
T4A - Biomedical Signal Processing II
T4B - 3D and Stereo
20:00-
Welcome Reception
Conference Banquet
Notations: (a) Light green denotes “Constantinides Session”, light orange denotes Special Session, no colour denotes Regular Session (b) Sessions are coded as DnR, where D is the Day (S: Sunday, M: Monday, T: Tuesday), n is the time slot and R the Hall (A: Ariadni, B: Artemis).

SUNDAY 11 JUNE 2023

S2A
Plenary
Speaker: Ioannis Katsavounidis (Meta, USA)
Title: Video Quality Metrics
S3A
Constantinides Session - DSP Theory / Financial Signal Processing
Chair – fred harris (USA)
S3A.1
Frequency-Domain Implementations of Variable Digital FIR Filters Using the Overlap-Save Technique
Oksana Moryakova (Linköping University)*; Håkan Johansson (Linköping University)
S3A.2
Adaptive Clarke Transformation for Robust Estimation of Three-Phase Grid Frequency
Md Shamim Reza (UNSW Sydney); Matthew Priestly (UNSW Sydney); Elias Aboutanios (University of New South Wales)*; John Fletcher (University of New South Wales)
S3A.3
Enhancing safe screening rules with adaptive thresholding for non-overlapping group sparse norm regularized problems
Hector Chahuara (Pontificia Universidad Católica del Perú)*; Paul Rodriguez (PUCP)
S3A.4
Text Mining for Sentiment Analysis in Bond Portfolio Construction
Thanos Konstantinidis (Imperial College London); Maya Golan (Imperial College London); Yao Lei Xu (Imperial College London)*; Tony Constantinides (Imperial College London); Danilo P. Mandic (Imperial College of London, UK)
S3A.5
Financial News Classification Model for NLP-based Bond Portfolio Construction
Thanos Konstantinidis (Imperial College London); Arnau Bonet Farres (Imperial College London); Yao Lei Xu (Imperial College London)*; Tony Constantinides (Imperial College London); Danilo P. Mandic (Imperial College of London, UK)
S3A.6
A comparative study on ML-based approaches for Main Entity Detection in Financial Reports
Thanos Konstantinidis (Imperial College London); Yao Lei Xu (Imperial College London)*; Tony Constantinides (Imperial College London); Danilo P. Mandic (Imperial College of London, UK)
S4A
Special Session - Radar / SAR Signal Processing
Organisers – Béatrice Pesquet-Popescu (France), Eric Jeanclaude (France)
Chairs - Athina Petropulu (USA), Peter Vouras (USA)
S4A.1
Efficient Beamforming Designs for IRS-Aided DFRC Systems
Yikai Li (ECE, Rutgers); Athina Petropulu (Rutgers)
S4A.2
Radar Based Humans Localization with Compressed Sensing and Sparse Reconstruction
Christian Eckrich (Technische Universität Darmstadt)*; Christian A. Schroth (Technische Universität Darmstadt ); Vahid Jamali (Technical University of Darmstadt); Abdelhak M Zoubir (Technische Universität Darmstadt)
S4A.3
Quantum Machine Learning for Optical and SAR Classification
Leslie Miller (Arizona State University); Glen Uehara (Arizona State University); Aradhita Sharma (Arizona State University)*; Andreas Spanias (ASU)
S4A.4
Wideband Cyclostationary Spectrum Analysis for Smart Factory Wireless Channels
Peter Vouras (U.S Department of Defense)*; Mohamed Kashef (NIST); Richard Candell (NIST)
S4A.5
OFDM-based Dual Function Communications-Radar Utilizing the 4D Modified Matrix Pencil Method
Samuel P Lavery (The University of Edinburgh)*; Navneet Garg (The University of Edinburgh); Tharmalingam Ratnarajah (The University of Edinburgh)

MONDAY 12 JUNE 2023

M1A
Special Session - Media Authenticity in the Age of Artificial Intelligence
Organisers & Chairs - Deepayan Bhowmik (UK), Frederik Temmermans (Belgium)
M1A.1
Towards an international standard to establish trust in media production, distribution and consumption
Frederik Temmermans (Vrije Universiteit Brussel)*; Sabrina Caldwell (Australian National University); Symeon Papadopoulos (Information Technologies Institute / Centre for Research & Technology - Hellas, GR); Fernando Pereira (Instituto Superior Técnico - Instituto de Telecomunicações); Philippe Rixhon (University College London)
M1A.2
Ensuring privacy in provenance information for images
Nikolaos Fotos (Universitat Politècnica de Catalunya (UPC))*; Jaime Delgado (Universitat Politècnica de Catalunya (UPC))
M1A.3
TRAIT: A Trusted Media Distribution Framework
James F Rainey (Newcastle University)*; Mohamed Elawady ( University of Strathclyde); Charith Abhayartne (University of Sheffield); Deepayan Bhowmik (Newcastle University)
M1A.4
Impact of Video Processing Operations in Deepfake Detection
Yuhang Lu (EPFL)*; Touradj Ebrahimi (EPFL)
M1A.5
Video Surveillance Authentication: Real-Time ENF Signal Hiding at the Edge
Antonios Lykourinas (University of Patras)*; Athanassios Skodras (University of Patras)
M1A.6
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification
Tania Sari Bonaventura (Sapienza University); Luca Maiano (Sapienza University)*; Lorenzo Papa ( Alcor Lab, Dipartimento di Ingegneria Informatica Automatica e Gestionale, University of Rome "Sapienza"); Irene Amerini (Sapienza Universita di Roma)
M2A
Special Session - Media Authenticity in the Age of Artificial Intelligence
Organisers & Chairs - Deepayan Bhowmik (UK), Frederik Temmermans (Belgium)
M2A.1
Could Human Gaze Augment Detectors of Synthetic Images?
Nikolaos Fotopoulos (University of Patras)*; Clara Riedmiller (University of Tübingen); Efe Bozkir (University of Tübingen); Panagiotis Tsinganos (University of Patras); Dimitris Ampeliotis (Ionian University); Gjergji Kasneci ( University of Tuebingen); Enkelejda Kasneci (Technical University of Munich); Athanassios Skodras (University of Patras)
M2A.2
Misinformation detection based on news dispersion
Vasilis Moshopoulos (CERTH); Maria Tsourma (CERTH)*; Anastasios Drosou (CERTH-ITI); Dimitrios Tzovaras (Centre for Research and Technology Hellas)
M2A
Plenary
Speaker: fred harris (UCSD, USA)
Title: Recent advances and capabilities of polyphase analysis and synthesis filter banks
M3A
Neural Networks and Signal / Image Processing I
Chairs – Wan-Chi Siu (Hong Kong), Touradj Ebrahimi (Switzerland)
M3A.1
Intelligent Painter: New Masking Strategy and Self-Referencing with Resampling
Wan-Chi Siu (The Hong Kong Polytechnic University )*; Chun Chuen Hui (The Hong Kong Polytechnic University ); Ngai Fong Bonnie Law (The Hong Kong Polytechnic University); H. Anthony Chan (Caritas Institute of Higher Education)
M3A.2
Vector-Quantized Feedback Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay
Reemt Hinrichs (Institut für Informationsverarbeitung)*; Julian Bilsky (Institut für Informationsverarbeitung); Jörn Ostermann (Leibniz Universität Hannover)
M3A.3
Learned Image Compression with Wavelet Preprocessing for Low Bit Rates
Sofia Iliopoulou (University of Patras)*; Panagiotis Tsinganos (University of Patras); Dimitris Ampeliotis (Ionian University); Athanassios Skodras (University of Patras)
M3A.4
Gradient-based Offset Compensation for Edge Corrections on 8K Video Transmission using 4K Tiles
Hamid Reza Tohidypour (University of British Columbia)*; Yixiao Wang (University of British Columbia); Mahsa Pourazad (TELUS Communications Inc.); Chen Yuan (University of British Columbia); Runze Wang (University of British Columbia); Travis LePage (University of British Columbia); Panos Nasiopoulos (University of British Columbia)
M3A.5
Masked Face Recognition Using Convolutional Neural Networks and Similarity Analysis
Mobina Mobaraki (University of British Columbia)*; Mohamed Zidan (University of British Columbia); Hamid Reza Tohidypour (University of British Columbia); Yixiao Wang (University of British Columbia); Rui Zhong (University of British Columbia); Haoxiang Lei (University of British Columbia); Panos Nasiopoulos (University of British Columbia)
M4A
Special Session - Signal Processing for DNA Digital Data Storage
Organisers & Chairs - Marc Antonini (France), Melpomeni Dimopoulou (France), Elsa Dupraz (France)
M4A.1
Using Soft Information to Improve Error Tolerance of Motif-Based DNA Storage Systems
Eugenio Marinelli (Eurecom)*; Raja Appuswamy (Eurecom); Virginie Magnone (IPMC); Charlotte Dumargne (IPMC); Pascal Barbry (IPMC)
M4A.2
Rotating labeling of entropy coders for synthetic DNA data storage
Xavier Pic (I3S laboratory)*; Eva GIL SAN ANTONIO (I3S/CNRS); Melpomeni Dimopoulou (Laboratoire i3S, Université Côte d'Azur, CNRS UMR 7271); Marc Antonini (Universite Nice Sophia Antipolis)
M4A.3
Synchronization Algorithms from High-Rate LDPC Codes for DNA Data Storage
Belaïd Hamoum (Lab-STICC); Aref Youssef Ezzeddine (IMT Atlantique); Elsa Dupraz (IMT Atlantique)*
M1B
Special Session - AI for Industrial and Environmental Applications
Organisers & Chairs - Pasquale Coscia (Italy), Hang Zhao (China)
M1B.1
Heterogeneity-Stratified Bootstrap Oversampling for Training a Spoiled Food Detector
Pertami J Kunz*; Abdelhak Zoubir (Darmstadt University of Technology)
M1B.2
CNN-BiLSTM based GAN for Anamoly Detection from Multivariate Time Series Data
Sumit Kumat Singh (University of Essex)*; Mohammad Hossein Anisi (University of Essex); Simon Clough (Soil Moisture Sense Leiston); Tim Blyth (Soil Moisture Sense Leiston); Delaram Jarchi (University of Essex)
M1B.3
A Convolutional Neural Network Architecture For Multi-Floor Indoor Localization Based On Wi-Fi Fingerprinting
Wan-Chi Siu (The Hong Kong Polytechnic University )*; Xin Chen (Hong Kong Polytechnic University); Yuk Hee Chan (The Hong Kong Polyrtechnic University); Chuen-Yu Chan (Maphive Technology Limited); Chun-Pong Chau (HKCC)
M1B.4
Employing deep learning framework for improving solar panel defects using drone imagery
Georgios Terzoglou (Centre for Research & Technology, Hellas (CERTH))*; Michail Loufakis (Centre for Research & Technology, Hellas (CERTH)); Panagiotis Symeonidis (Centre for Research & Technology, Hellas (CERTH)); Dimosthenis Ioannidis (Centre for Reasearch and Technology Hellas / Information Technologies Institute); Dimitrios Tzovaras (Centre for Research and Technology Hellas)
M1B.5
Motion Prediction of Traffic Agents With Hybrid Recurrent-Convolutional Neural Networks
Vasileios Lagoutaris (University of Patras); Konstantinos Moustakas (ECE/UPATRAS)*
M2B
Special Session - AI for Industrial and Environmental Applications
Organisers & Chairs - Pasquale Coscia (Italy), Hang Zhao (China)
M2B.1
Towards Sustainable Farming: A Robust Decision Support System's Architecture for Agriculture 4.0
Eleftheria Maria Pechlivani (Centre for Research and Technology Hellas)*; Georgios Gkogkos (Centre for Research and Technology Hellas); Nikolaos G Giakoumoglou (Centre for Research and Technology Hellas); Ioannis Hadjigeorgiou (Sidroco Holdings Ltd); Dimitrios Tzovaras (Centre for Research and Technology Hellas)
M2B.2
Real-Time Crop Growth Stage Estimation Using Multi-modal Satellite Imagery
Abhijit Sinha (A.U.G. Signals Ltd.); Sina Adham Khiabani (AUG Signals)*; Yifeng Li (A.U.G. Signals Ltd.); George Lampropoulos (A.U.G. Signals Ltd.); Heather Heather McNairn (Agriculture and Agri-Food Canada); Xianfeng Jiao (Agriculture and Agri-Food Canada)
M3B
Speech Processing
Chairs – Nikolaos Mitianoudis (Greece), Stavros Ntalampiras (Italy)
M3B.1
Machine learning based noise suppression in narrow-band speech communication systems
Joyraj Chakraborty (University of Essex)*; Martin Reed (University of Essex); Nikolaos Thomos (University of Essex); Geoff Pratt (CML Microcircuits (UK) Ltd.); Nigel Wilson (CML Microcircuits (UK) Ltd.)
M3B.2
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning
Kuan-Hsun Ho (NTNU)*; Jeih-weih Hung (National Chi Nan University); Berlin Chen (National Taiwan Normal University)
M3B.3
Speaker Adapted Codebooks for Speech Enhancement
Chidambar B (Sri Sathya Sai University For Human Excellence)*
M3B.4
Italian Speech Emotion Recognition
Irene Mantegazza (University of Milan); Stavros Ntalampiras (University of Milan)
M3B.5
Age Classification Based on Voice Using Mel-Spectrogram and MFCC
Tariq B AL Maashani (Kumamoto University)*; Israel Mendonca dos Santos (kumamoto university); Masayoshi Aritsugi (Kumamoto University)
M3B.6
Building a Turkish Text-to-Speech Engine: Addressing Linguistic and Technical Challenges
Tuğçe Melike Koçak (Turkcell Technologies)*; Mehmet Büyükzincir (Turkcell Technologies)
M4B
Special Session - DSP Education
Organiser & Chair - Marios S. Pattichis (USA)
M4B.1
Evaluation of Virtual Reality via 360° videos Reusable e-Resources Embedded in Healthcare Curricula
Eirini C Schiza (CYENS)*; Evangelia Gkougkoudi (University of Cyprus); Fotos Frangoudes (CYENS); Matthew Pears (University of Nottingham); Stathis Konstantinidis (University of Nottingham); Constantinos Pattichis (CYENS)
M4B.2
Digital Video Representations for Teaching Mathematics and Coding to Middle School Students
Marios S Pattichis (The University of New Mexico )*; Sylvia Celedon-Pattichis (The University of Texas at Austin); Carlos LopezLeiva (The University of New Mexico)
M4B.3
Instructional Activity Detection Using Deep Neural Networks
Matthew Korban (University of Virginia)*; Peter Youngs (University of Virginia); Scott Acton (University of Virginia)

TUESDAY 13 JUNE 2023

T1A
Special Session - Biomedical Image and Video Analysis with Applications to Disease Risk Assessment
Organisers & Chairs - Efthyvoulos Kyriacou (Cyprus), Marios S. Pattichis (USA)
T1A.1
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study
Francesco Marzola (Politecnico di Torino); Kristen M Meiburger (Politecnico di Torino)*; Filippo Molinari (Politecnico di Torino); Massimo Salvi (Politecnico di Torino)
T1A.2
Carotid plaque stroke risk assessment using multiscale AM-FM analysis based on DoG filterbanks
Kyriacos P. Constantinou (University of Cyprus)*; Ioannis Constantinou (IstognosisLtd); Marios S Pattichis (The University of New Mexico ); Constantinos Pattichis (University of Cyprus)
T1A.3
Agent Based with Finite Element Method for Plaque Progression in the Carotid Artery
Nenad Filipovic (University of Kragujevac)*; Smiljana Djorovic (Bioengineering Research and Development Center (BioIRC))
T1A.4
Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos
Georgia Liapi (Cyprus University of Technology); Kyriacos P. Constantinou (University of Cyprus); Michalis Gemenaris (Cyprus University of Technology); Christos P Loizou (Cyprus University of Technology ); Andrew Nicolaides (Vascular Screening and Diagnostic Centre); Eythyvoulos Kyriacou (Cyprus University of Technology)*
T1A.5
Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma
Jiabao SHENG (The Hong Kong Polytechnic University)*; Saikit LAM (The Hong Kong Polytechnic University); Ta Zhou (The Hong Kong Polytechnic University); Jiang Zhang (The Hong Kong Polytechnic University); Yuanpeng Zhang (The Hong Kong Polytechnic University); Jing Cai ( The Hong Kong Polytechnic University)
T2A
Biomedical Signal Processing I
Chair - Konstantinos Diamantaras (Greece)
T2A.1
Muscle Classification Via Hybrid CNN-LSTM Architecture from Surface EMG Signals
Esteban Velásquez Rendón (Vrije Universiteit Brussel)*; Jan P Cornelis (VUB-ETRO); Bart Jansen (Vrije Universiteit Brussel); Lubos Omelina (Vrije Universiteit Brussel and IMEC)
T2A.2
Gesture Recognition via Estimation of Information Exchange between Muscles
Alicia Falcon-Caro (Nottingham Trent University)*; Saeed Sanei (Nottingham Trent University)
T3A
Special Session - Signal/Image Processing-Machine Learning for Physiological Signals
Organisers & Chairs - Arash Mohammadi (Canada), Hojjat Salehinejad (USA)
T3A.1
Employing Neighborhood Component Analysis as a Feature Selection Method in the Pattern Recognition Approach for Surface Electromyography Signal Classification
Daniyar A Zhakyp (Nazarbayev University)*; Muhammad T Akhtar (Nazarbayev University)
T3A.2
On the Agreement of Deep Neural Networks with the Brain in Encoding Visual Stimuli: Implications for Image Quality Assessment
Saeed Mahmoudpour (imec - VUB)*; Peter Schelkens (imec - VUB)
T3A.3
Cross Attention-based Fusion of Deep and Radiomics Features for Lung Nodule Invasiveness Prediction
Sdaf Khademi (Concordia University); Anastasia Oikonomou (University of Toronto); Konstantinos N Plataniotis (UofT); Arash Mohammadi (Concordia University)*
T3A.4
GCN-LSTM for EEG Classification based on Unspoken Speech of Bilinguals
Chengfang Li (Fudan university)*; Liang Song (Fudan University)
T3A.5
SGraphZoe: Explainable self-supervised framework for signal-based anomaly detection
Mikhail Kamalov (INRIA Sophia Antipolis Méditerranée)*; Ingrid Grenet (MyDataModels); Jonathan Daeden (MyDataModels); Luca Uggeri (MyDataModels)
T3A.6
Improving PPG Signal Classification with Machine Learning: The Power of a Second Opinion
Hamzeh Asgharnezhad (University of New South Wales); Afshar Shamsi (Concordia University)*; Ivan Bakhshayeshi (University of New South Wales); Roohallah Alizadehsani (Deakin University); Somayyeh Chamaani (K.N. Toosi University of Technology); Hamid Alinejad-Rokny (University of New South Wales)
T4A
Biomedical Signal Processing II
Chair – Jan Cornelis (Belgium)
T4A.1
An Explainable Artificial Intelligence model in the assessment of Brain MRI Lesions in Multiple Sclerosis using Amplitude Modulation - Frequency Modulation multi-scale feature sets
Andria Nicolaou (University of Cyprus)*; Constantinos Pattichis (University of Cyprus); Antonis Kakas (University of Cyprus); Marios S Pattichis (The University of New Mexico ); Kevin Fotso (University of New Mexico); Christos P Loizou (Cyprus University of Technology ); Marios Pantzaris (Cyprus Institute of Neurology and Genetics)
T4A.2
Diagnosis of Alzheimer's disease and Mild Cognitive Impairment using Rethinking and Deep Neural Networks
Evangelos Kostopoulos (International Hellenic University)*; Konstantinos Diamantaras (International Hellenic University ); Ioanna Chouvarda (Aristotle University of Thessaloniki); Magda Tsolaki (Greek Association of Alzheimer’s Disease and Related Disorders)
T4A.3
Personalization of Hearing Aid DSLv5 Prescription Amplification in the Field via a Real-Time Smartphone App
Aoxin (Nelson) Ni (Department of Electrical and Computer Engineering, University of Texas at Dallas)*; Edward Lobarinas (University of Texas at Dallas); Nasser Kehtarnavaz (University of Texas at Dallas)
T4A.4
Subject-Independent P300 Speller Classification using Time-Frequency Representation and Double Input CNN with Feature Concatenation
Zangar Ermaganbet (Nazarbayev University)*; Ayana Mussabayeva (University of Manchester); Prashant Jamwal (Nazarbayev University ); Muhammad T Akhtar (Nazarbayev University)
T1B
Neural Networks and Signal / Image Processing II
Chairs – Stefan Vlaski (UK), Muhammad Tahir Akhtar (Kazakstan)
T1B.1
Applications and Limits of Image-to-Image Translation Models
Pasquale Coscia (University of Milan)*; Angelo Genovese (Università degli Studi di Milano); Fabio Scotti (Milano University); Vincenzo Piuri (Universita' degli Studi di Milano, Italy)
T1B.2
Visualizing Invariant Features in Vision Models
Fawaz Sammani (Vrije Universiteit Brussel)*; Boris Joukovsky (Vrije Universiteit Brussel - imec); Nikos Deligiannis (Vrije Universiteit Brussel - imec)
T1B.3
A lightweight ConvGRU network for Distracted Driving detection
Pantazis Anagnostou (Democritus University of Thrace); Nikolaos Mitianoudis (DUTH)*
T1B.4
CoPo: Self-supervised Contrastive Learning for Popularity Prediction in MEC Networks
Zohreh Hajiakhondi Meybodi (Concordia University); Arash Mohammadi (Concordia University)*; Jamshid Abouei (Yazd University); Konstantinos N Plataniotis (UofT)
T1B.5
A Data-driven Deep Learning Approach for Bitcoin Price Forecasting
Parth Daxesh Modi; Kamyar Arshi; Pertami J Kunz; Abdelhak Zoubir (Darmstadt University of Technology)
T1B.6
User Profile-aware Daily Activity Prediction
Alexandros Zamichos (CERTH-ITI); Maria Tsourma (CERTH)*; Armando Domi (CERTH-ITI); Stavros Papadopoulos (CERTH-ITI); Anastasios Drosou (CERTH-ITI); Dimitrios Tzovaras (Centre for Research and Technology Hellas)
T2B
DSP Theory
Chair - Håkan Johansson (Sweden)
T2B.1
Low-Complexity Memoryless Linearizer for Analog-to-Digital Interfaces
Deijany Rodriguez Linares (Linköping University)*; Håkan Johansson (Linköping University)
T2B.2
Adaptive Kalman Filter Based Data Aggregation in Fault-Resilient Underwater Sensor Networks
Lauri Vihman (Tallinn University of Technology)*; Jaan Raik (TalTech)
T3B
Special Session - Federated / Distributed / Dictionary Learning and Applications
Organisers & Chairs - Dimitris Ampeliotis (Greece), Aris Lalos (Greece)
T3B.1
Attacks on Robust Distributed Learning Schemes via Sensitivity Curve Maximization
Christian A. Schroth (Technische Universität Darmstadt )*; Stefan Vlaski (Imperial College London); Abdelhak M Zoubir (Technische Universität Darmstadt)
T3B.2
Federated Learning for Lidar Super Resolution on Automotive Scenes
Alexandros Gkillas (University of Patras)*; Gerasimos Arvanitis (University of Patras); Aris Lalos (Industrial Systems Institute, Athena Research Center); Konstantinos Moustakas (University of Patras)
T3B.3
Dictionary Learning-Based Denoising for Portfolio Selection
Somaya Sadik (ENSAM Rabat)*; Mohamed Et-tolba (INPT Rabat); Benayad Nsiri (ENSAM Rabat)
T3B.4
Subspace Parsimonious Dictionary Learning and its use in Federated Learning
Dimitris Ampeliotis (Ionian University)*; Alexandros Gkillas (University of Patras)
T3B.5
Federated Deep feature extraction based SLAM for Autonomous Vehicles
Christos Anagnostopoulos (Industrial Systems Institute, Athena Research and Innovation Center)*; Alexandros Gkillas (University of Patras); Nikos Piperigkos (University of Patras/ATHENA Research Center); Aris Lalos (Industrial Systems Institute, Athena Research Center)
T3B.6
Resource Efficient Federated Learning for Deep Anomaly Detection in Industrial IoT applications
Alexandros Gkillas (University of Patras)*; Aris Lalos (Industrial Systems Institute, Athena Research Center)
T4B
3D and Stereo
Chairs – Panos Nasiopoulos (Canada), Konstantinos Moustakas (Greece)
T4B.1
Deep Wavelet Transform Network for Photometric Stereo
Yakun Ju (The Hong Kong Polytechnic University)*; Cong Zhang (The Hong Kong Polytechnic University); Muwei Jian (Shandong University of Finance and Economics); Yeqi Hu (Ocean University of China); Kin-Man Lam (The Hong Kong Polytechnic University)
T4B.2
Improved Block Merging for 3D Point Cloud Instance Segmentation
Leon Denis (Vrije Universiteit Brussel)*; Remco Royen (Vrije Universiteit Brussel); Adrian Munteanu (Vrije Universiteit Brussel)
T4B.3
Deep 3D Geometric Saliency Estimation from Light Field Images
Konstantinos Ntogkas (University of Patras)*; Gerasimos Arvanitis (University of Patras); Konstantinos Moustakas (University of Patras )
T4B.4
Point Contrastive Learning For Lidar-Based 3D Object Detection In Autonomous Driving
Efstathios Karypidis (Democritus University of Thrace); Georgios Zamanakos (Democritus University of Thrace)*; Lazaros Tsochatzidis (Democritus University of Thrace); Ioannis Pratikakis (Democritus University of Thrace)
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