Vasileios Mygdalis

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Video Summarization

Object Tracking

Top Venues

Pattern Recognit.

Publications

Dimitrios Psarras, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
A Unified DNN-Based System for Industrial Pipeline Segmentation. ICASSP (2024)
Matthaios Dimitrios Tzimas, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
Evaluating Deep Neural Network-based Fire Detection for Natural Disaster Management. BDCAT (2023)
Georgios Kalitsios, Vasileios Mygdalis, Ioannis Pitas
Domain Adaptation in Power Line Segmentation: A New Synthetic Dataset. ICIP (2023)
Stefania Altini, Vasileios Mygdalis, Ioannis Pitas
AdvRevGAN: On Reversible Universal Adversarial Attacks for Privacy Protection Applications. MLSP (2023)
Daniel Aláez, Vasileios Mygdalis, Jesús E. Villadangos, Ioannis Pitas
Real-Time Object Geopositioning from Monocular Target Detection/Tracking for Aerial Cinematography. MMSP (2023)
Vasileios Mygdalis, Ioannis Pitas
Exploiting One-Class Classification Optimization Objectives for Increasing Adversarial Robustness. ICASSP (2023)
Vasileios Mygdalis, Lorenzo Carnevale, José Ramiro Martinez de Dios, Dmitriy Shutin, Giovanni Aiello, Massimo Villari, Ioannis Pitas
OTE: Optimal Trustworthy EdgeAI solutions for smart cities. CCGRID (2022)
Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
A UAV Object Detection Benchmark for Vision-assisted Powerline Element Inspection. IWSSIP (2022)
Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
Whitening Transformation inspired Self-Attention for Powerline Element Detection. ICPR (2022)
Iason Karakostas, Vasileios Mygdalis, Ioannis Pitas
Explaining and verifying the robustness of Visual Object Trackers to noise. IVMSP (2022)
Alexandros Zamichos, Vasileios Mygdalis, Ioannis Pitas
Properties of Learning Multiplicative Universal Adversarial Perturbations in Image Data. MLSP (2022)
Emmanouil Patsiouras, Vasileios Mygdalis, Ioannis Pitas
On the Detection of Powerline Elements with Efficient Transformers. IVMSP (2022)
Vasileios Mygdalis, Ioannis Pitas
Hyperspherical class prototypes for adversarial robustness. Pattern Recognit. 125 (2022)
Iason Karakostas, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Occlusion detection and drift-avoidance framework for 2D visual object tracking. Signal Process. Image Commun. 90 (2021)
Iason Karakostas, Vasileios Mygdalis, Ioannis Pitas
Adversarial Optimization Scheme For Online Tracking Model Adaptation In Autonomous Systems. ICIP (2021)
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems. MLSP (2021)
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
K-Anonymity inspired adversarial attack and multiple one-class classification defense. Neural Networks 124 (2020)
Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
Domain-Translated 3D Object Pose Estimation. IEEE Trans. Image Process. 29 (2020)
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Exploiting multiplex data relationships in Support Vector Machines. Pattern Recognit. 85 (2019)
Iason Karakostas, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
On Detecting and Handling target occlusions in Correlation-filter-based 2D tracking. EUSIPCO (2019)
Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Maurizio Montagnuolo, Fulvio Negro, Alberto Messina, Ioannis Pitas
High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. IEEE Trans. Broadcast. 65 (3) (2019)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Semi-supervised subclass support vector data description for image and video classification. Neurocomputing 278 (2018)
Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Ioannis Pitas
Challenges in Autonomous UAV Cinematography: An Overview. ICME (2018)
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Learning Multi-Graph Regularization for SVM Classification. ICIP (2018)
Panteleimon Chriskos, Rosen Zhelev, Vasileios Mygdalis, Ioannis Pitas
Quality Preserving Face de-identification against Deep CNNs. MLSP (2018)
Nikos Nikolaidis, Ioannis Mademlis, Orestis Zachariadis, Vasileios Mygdalis, Ioannis Pitas
2D visual tracking for sports UAV cinematography applications. GlobalSIP (2017)
Panteleimon Chriskos, Jonathan Munro, Vasileios Mygdalis, Ioannis Pitas
Face detection hindering. GlobalSIP (2017)
Alexandros Iosifidis, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
One-Class Classification Based on Extreme Learning and Geometric Class Information. Neural Process. Lett. 45 (2) (2017)
Christos Avgerinos, Nikos Nikolaidis, Vasileios Mygdalis, Ioannis Pitas
Feature extraction and statistical analysis of videos for cinemetric applications. DMIAF (2016)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Graph Embedded One-Class Classifiers for media data classification. Pattern Recognit. 60 (2016)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Kernel subclass support vector description for face and human action recognition. SPLINE (2016)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Laplacian one class extreme learning machines for human action recognition. MMSP (2016)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
One class classification applied in facial image analysis. ICIP (2016)
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Exploiting local and global geometric data relationships in Support Vector Data Description. ICPR (2016)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Exploiting subclass information in one-class support vector machine for video summarization. ICASSP (2015)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble. TrustCom/BigDataSE/ISPA (2) (2015)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Video summarization based on Subclass Support Vector Data Description. CIES (2014)