Vasileios Mygdalis

57 papers A 1B 9C 5Misc 4Journal 18Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Concept-based explanations of Segmentation and Detection models in Natural Disaster Management. CoRR Samar Heydari, Jawher Said, Galip Ümit Yolcu, Evgenii Kortukov, Elena Golimblevskaia, Evgenios Vlachos, Vasileios Mygdalis, Ioannis Pitas, Sebastian Lapuschkin, Leila Arras
2026	J	`jnl`	Extreme weakly supervised binary semantic image segmentation via one-pixel supervision. Pattern Recognit. Matthaios Dimitrios Tzimas, Vasileios Mygdalis, Christos Papaioannidis, Ioannis Pitas
2026	J	`jnl`	Federated unsupervised semantic segmentation. Neurocomputing Evangelos Charalampakis, Vasileios Mygdalis, Ioannis Pitas
2026	J	`jnl`	MEWS: Semantic image segmentation with multiclass extreme weak supervision. Neurocomputing A. Apostolidis, Vasileios Mygdalis, Matthaios Dimitrios Tzimas, Ioannis Pitas
2025	C	`conf`	A Decentralized Sharding BFT Consensus Approach, for Efficient Decentralized DNN Inference Classification. ISCC Dimitrios Papaioannou, Vasileios Mygdalis, Ioannis Pitas
2025	B	`conf`	A Weighting Loss Approach for Transformer-Based Object Detection. IJCNN Matthaios Dimitrios Tzimas, Vasileios Mygdalis, Ioannis Pitas
2025	J	`jnl`	Enhancing visual object tracking robustness through a lightweight denoising module. Vis. Comput. Iason Karakostas, Vasileios Mygdalis, Nikos Nikolaidis, Ioannis Pitas
2025	J	`jnl`	Federated Unsupervised Semantic Segmentation. CoRR Evangelos Charalampakis, Vasileios Mygdalis, Ioannis Pitas
2025	—	`conf`	IPD: An Industrial Pipeline Dataset for Anomaly Detection and Localization. EUSIPCO Diamantis Rafail Papadam, Pantelis Mentesidis, Alexandros Zamioudis, Vasileios Mygdalis, Dimitrios Psarras, Ioannis Pitas
2025	J	`jnl`	Improving multilabel text emotion detection with emotion interrelation anchors. Nat. Lang. Process. J. Polydoros Giannouris, Vasileios Mygdalis, Ioannis Pitas
2025	Misc	`conf`	Padnet: a Patch-Based Anomaly Detection Framework for Industrial Pipeline Damage Detection. ICASSP Erofili Alexaki, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
2025	J	`jnl`	Region-Aware Guidance Training for pipeline segmentation in complex outdoor industrial environments. J. Ind. Inf. Integr. Pantelis Mentesidis, Vasileios Mygdalis, Ioannis Pitas
2025	J	`jnl`	Towards human society-inspired decentralized DNN inference. Signal Process. Image Commun. Dimitrios Papaioannou, Vasileios Mygdalis, Ioannis Pitas
2025	—	`conf`	Unrealfire: A Synthetic Dataset Creation Pipeline for Annotated Fire Imagery in Unreal Engine. ICIPW Evangelos Spatharis, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
2024	Misc	`conf`	A Unified DNN-Based System for Industrial Pipeline Segmentation. ICASSP Dimitrios Psarras, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
2024	—	`conf`	Implicit Train-Free Calibration for Video-Based Eye-Tracking. EUSIPCO Vasileios Mygdalis, Nathalie Dens
2024	—	`conf`	Photoconsistent and Trajectory Guided Novel-View Synthesis Tool for UAV Cinematography Based on Autoregressive Transformers. MLSP Marco A. Montes Grova, Vasileios Mygdalis, Francisco Javier Pérez-Grau, Antidio Viguria, Ioannis Pitas
2024	C	`conf`	Proof of Quality Inference (PoQI): An AI Consensus Protocol for Decentralized DNN Inference Frameworks. ISCC Dimitrios Papaioannou, Vasileios Mygdalis, Ioannis Pitas
2024	—	`conf`	Soft ROI Pooling Distillation for Detection Transformers. ICASSP Workshops Marios Nikolaos Militsis, Vasileios Mygdalis, Ioannis Pitas
2023	—	`conf`	AdvRevGAN: On Reversible Universal Adversarial Attacks for Privacy Protection Applications. MLSP Stefania Altini, Vasileios Mygdalis, Ioannis Pitas
2023	B	`conf`	Domain Adaptation in Power Line Segmentation: A New Synthetic Dataset. ICIP Georgios Kalitsios, Vasileios Mygdalis, Ioannis Pitas
2023	C	`conf`	Evaluating Deep Neural Network-based Fire Detection for Natural Disaster Management. BDCAT Matthaios Dimitrios Tzimas, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
2023	Misc	`conf`	Exploiting One-Class Classification Optimization Objectives for Increasing Adversarial Robustness. ICASSP Vasileios Mygdalis, Ioannis Pitas
2023	C	`conf`	Real-Time Object Geopositioning from Monocular Target Detection/Tracking for Aerial Cinematography. MMSP Daniel Aláez, Vasileios Mygdalis, Jesús E. Villadangos, Ioannis Pitas
2022	—	`conf`	A UAV Object Detection Benchmark for Vision-assisted Powerline Element Inspection. IWSSIP Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
2022	—	`conf`	Explaining and verifying the robustness of Visual Object Trackers to noise. IVMSP Iason Karakostas, Vasileios Mygdalis, Ioannis Pitas
2022	J	`jnl`	Hyperspherical class prototypes for adversarial robustness. Pattern Recognit. Vasileios Mygdalis, Ioannis Pitas
2022	B	`conf`	OTE: Optimal Trustworthy EdgeAI solutions for smart cities. CCGRID Vasileios Mygdalis, Lorenzo Carnevale, José Ramiro Martinez de Dios, Dmitriy Shutin, Giovanni Aiello, Massimo Villari, Ioannis Pitas
2022	—	`conf`	On the Detection of Powerline Elements with Efficient Transformers. IVMSP Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
2022	—	`conf`	Properties of Learning Multiplicative Universal Adversarial Perturbations in Image Data. MLSP Alexandros Zamichos, Vasileios Mygdalis, Ioannis Pitas
2022	B	`conf`	Whitening Transformation inspired Self-Attention for Powerline Element Detection. ICPR Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
2021	B	`conf`	Adversarial Optimization Scheme For Online Tracking Model Adaptation In Autonomous Systems. ICIP Iason Karakostas, Vasileios Mygdalis, Ioannis Pitas
2021	—	`conf`	Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems. MLSP Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2021	J	`jnl`	Occlusion detection and drift-avoidance framework for 2D visual object tracking. Signal Process. Image Commun. Iason Karakostas, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2020	J	`jnl`	Domain-Translated 3D Object Pose Estimation. IEEE Trans. Image Process. Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
2020	J	`jnl`	K-Anonymity inspired adversarial attack and multiple one-class classification defense. Neural Networks Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2019	J	`jnl`	Exploiting multiplex data relationships in Support Vector Machines. Pattern Recognit. Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2019	J	`jnl`	High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. IEEE Trans. Broadcast. Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Maurizio Montagnuolo, Fulvio Negro, Alberto Messina, Ioannis Pitas
2019	—	`conf`	On Detecting and Handling target occlusions in Correlation-filter-based 2D tracking. EUSIPCO Iason Karakostas, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2019	—	`—`	Μέθοδοι μηχανικής μάθησης για σημασιολογική ανάλυση βίντεο Vasileios Mygdalis
2018	A	`conf`	Challenges in Autonomous UAV Cinematography: An Overview. ICME Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Ioannis Pitas
2018	B	`conf`	Learning Multi-Graph Regularization for SVM Classification. ICIP Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2018	—	`conf`	Quality Preserving Face de-identification against Deep CNNs. MLSP Panteleimon Chriskos, Rosen Zhelev, Vasileios Mygdalis, Ioannis Pitas
2018	J	`jnl`	Semi-supervised subclass support vector data description for image and video classification. Neurocomputing Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2017	—	`conf`	2D visual tracking for sports UAV cinematography applications. GlobalSIP Nikos Nikolaidis, Ioannis Mademlis, Orestis Zachariadis, Vasileios Mygdalis, Ioannis Pitas
2017	—	`conf`	Face detection hindering. GlobalSIP Panteleimon Chriskos, Jonathan Munro, Vasileios Mygdalis, Ioannis Pitas
2017	J	`jnl`	One-Class Classification Based on Extreme Learning and Geometric Class Information. Neural Process. Lett. Alexandros Iosifidis, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2016	B	`conf`	Exploiting local and global geometric data relationships in Support Vector Data Description. ICPR Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
2016	—	`conf`	Feature extraction and statistical analysis of videos for cinemetric applications. DMIAF Christos Avgerinos, Nikos Nikolaidis, Vasileios Mygdalis, Ioannis Pitas
2016	J	`jnl`	Graph Embedded One-Class Classifiers for media data classification. Pattern Recognit. Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2016	—	`conf`	Kernel subclass support vector description for face and human action recognition. SPLINE Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2016	C	`conf`	Laplacian one class extreme learning machines for human action recognition. MMSP Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2016	B	`conf`	One class classification applied in facial image analysis. ICIP Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2016	B	`conf`	Robustness in blind camera identification. ICPR Stamatis Samaras, Vasileios Mygdalis, Ioannis Pitas
2015	Misc	`conf`	Exploiting subclass information in one-class support vector machine for video summarization. ICASSP Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2015	—	`conf`	Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble. TrustCom/BigDataSE/ISPA (2) Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
2014	—	`conf`	Video summarization based on Subclass Support Vector Data Description. CIES Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas