Video summarization based on Subclass Support Vector Data Description. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (CIES, 2014)

Exploiting subclass information in one-class support vector machine for video summarization. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (ICASSP, 2015)

Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (TrustCom/BigDataSE/ISPA (2), 2015)

Feature extraction and statistical analysis of videos for cinemetric applications. - Christos Avgerinos; Nikos Nikolaidis 001; Vasileios Mygdalis; Ioannis Pitas (DMIAF, 2016)

One class classification applied in facial image analysis. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (ICIP, 2016)

Exploiting local and global geometric data relationships in Support Vector Data Description. - Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (ICPR, 2016)

Robustness in blind camera identification. - Stamatis Samaras; Vasileios Mygdalis; Ioannis Pitas (ICPR, 2016)

Laplacian one class extreme learning machines for human action recognition. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (MMSP, 2016)

Kernel subclass support vector description for face and human action recognition. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (SPLINE, 2016)

Graph Embedded One-Class Classifiers for media data classification. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (Pattern Recognit., 2016)

Face detection hindering. - Panteleimon Chriskos; Jonathan Munro; Vasileios Mygdalis; Ioannis Pitas (GlobalSIP, 2017)

2D visual tracking for sports UAV cinematography applications. - Nikos Nikolaidis 001; Ioannis Mademlis; Orestis Zachariadis; Vasileios Mygdalis; Ioannis Pitas (GlobalSIP, 2017)

One-Class Classification Based on Extreme Learning and Geometric Class Information. - Alexandros Iosifidis; Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (Neural Process. Lett., 2017)

Learning Multi-Graph Regularization for SVM Classification. - Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (ICIP, 2018)

Challenges in Autonomous UAV Cinematography: An Overview. - Ioannis Mademlis; Vasileios Mygdalis; Nikos Nikolaidis 001; Ioannis Pitas (ICME, 2018)

Quality Preserving Face de-identification against Deep CNNs. - Panteleimon Chriskos; Rosen Zhelev; Vasileios Mygdalis; Ioannis Pitas (MLSP, 2018)

Semi-supervised subclass support vector data description for image and video classification. - Vasileios Mygdalis; Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas (Neurocomputing, 2018)

On Detecting and Handling target occlusions in Correlation-filter-based 2D tracking. - Iason Karakostas; Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (EUSIPCO, 2019)

Exploiting multiplex data relationships in Support Vector Machines. - Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (Pattern Recognit., 2019)

High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. - Ioannis Mademlis; Vasileios Mygdalis; Nikos Nikolaidis 001; Maurizio Montagnuolo; Fulvio Negro; Alberto Messina; Ioannis Pitas (IEEE Trans. Broadcast., 2019)

Μέθοδοι μηχανικής μάθησης για σημασιολογική ανάλυση βίντεο - Vasileios Mygdalis (2019)

K-Anonymity inspired adversarial attack and multiple one-class classification defense. - Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (Neural Networks, 2020)

Domain-Translated 3D Object Pose Estimation. - Christos Papaioannidis; Vasileios Mygdalis; Ioannis Pitas (IEEE Trans. Image Process., 2020)

Adversarial Optimization Scheme For Online Tracking Model Adaptation In Autonomous Systems. - Iason Karakostas; Vasileios Mygdalis; Ioannis Pitas (ICIP, 2021)

Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems. - Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (MLSP, 2021)

Occlusion detection and drift-avoidance framework for 2D visual object tracking. - Iason Karakostas; Vasileios Mygdalis; Anastasios Tefas; Ioannis Pitas (Signal Process. Image Commun., 2021)

OTE: Optimal Trustworthy EdgeAI solutions for smart cities. - Vasileios Mygdalis; Lorenzo Carnevale; José Ramiro Martinez de Dios; Dmitriy Shutin; Giovanni Aiello; Massimo Villari; Ioannis Pitas (CCGRID, 2022)

Whitening Transformation inspired Self-Attention for Powerline Element Detection. - Emmanouil Patsiouras; Vasileios Mygdalis; Ioannis Pitas (ICPR, 2022)

Explaining and verifying the robustness of Visual Object Trackers to noise. - Iason Karakostas; Vasileios Mygdalis; Ioannis Pitas (IVMSP, 2022)

On the Detection of Powerline Elements with Efficient Transformers. - Emmanouil Patsiouras; Vasileios Mygdalis; Ioannis Pitas (IVMSP, 2022)

A UAV Object Detection Benchmark for Vision-assisted Powerline Element Inspection. - Emmanouil Patsiouras; Vasileios Mygdalis; Ioannis Pitas (IWSSIP, 2022)

Properties of Learning Multiplicative Universal Adversarial Perturbations in Image Data. - Alexandros Zamichos; Vasileios Mygdalis; Ioannis Pitas (MLSP, 2022)

Hyperspherical class prototypes for adversarial robustness. - Vasileios Mygdalis; Ioannis Pitas (Pattern Recognit., 2022)

Evaluating Deep Neural Network-based Fire Detection for Natural Disaster Management. - Matthaios Dimitrios Tzimas; Christos Papaioannidis; Vasileios Mygdalis; Ioannis Pitas (BDCAT, 2023)

Exploiting One-Class Classification Optimization Objectives for Increasing Adversarial Robustness. - Vasileios Mygdalis; Ioannis Pitas (ICASSP, 2023)

Domain Adaptation in Power Line Segmentation: A New Synthetic Dataset. - Georgios Kalitsios; Vasileios Mygdalis; Ioannis Pitas (ICIP, 2023)

AdvRevGAN: On Reversible Universal Adversarial Attacks for Privacy Protection Applications. - Stefania Altini; Vasileios Mygdalis; Ioannis Pitas (MLSP, 2023)

Real-Time Object Geopositioning from Monocular Target Detection/Tracking for Aerial Cinematography. - Daniel Aláez; Vasileios Mygdalis; Jesús E. Villadangos; Ioannis Pitas (MMSP, 2023)

Implicit Train-Free Calibration for Video-Based Eye-Tracking. - Vasileios Mygdalis; Nathalie Dens (EUSIPCO, 2024)

Soft ROI Pooling Distillation for Detection Transformers. - Marios Nikolaos Militsis; Vasileios Mygdalis; Ioannis Pitas (ICASSP Workshops, 2024)

A Unified DNN-Based System for Industrial Pipeline Segmentation. - Dimitrios Psarras; Christos Papaioannidis; Vasileios Mygdalis; Ioannis Pitas (ICASSP, 2024)

Proof of Quality Inference (PoQI): An AI Consensus Protocol for Decentralized DNN Inference Frameworks. - Dimitrios Papaioannou; Vasileios Mygdalis; Ioannis Pitas (ISCC, 2024)

Photoconsistent and Trajectory Guided Novel-View Synthesis Tool for UAV Cinematography Based on Autoregressive Transformers. - Marco A. Montes Grova; Vasileios Mygdalis; Francisco Javier Pérez-Grau; Antidio Viguria; Ioannis Pitas (MLSP, 2024)

Padnet: a Patch-Based Anomaly Detection Framework for Industrial Pipeline Damage Detection. - Erofili Alexaki; Christos Papaioannidis; Vasileios Mygdalis; Ioannis Pitas (ICASSP, 2025)

Improving multilabel text emotion detection with emotion interrelation anchors. - Polydoros Giannouris; Vasileios Mygdalis; Ioannis Pitas (Nat. Lang. Process. J., 2025)

Towards human society-inspired decentralized DNN inference. - Dimitrios Papaioannou; Vasileios Mygdalis; Ioannis Pitas (Signal Process. Image Commun., 2025)

Federated Unsupervised Semantic Segmentation. - Evangelos Charalampakis; Vasileios Mygdalis; Ioannis Pitas (CoRR, 2025)