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Vasileios Mygdalis
Person information
- affiliation: Aristotle University of Thessaloniki, Greece
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2020 – today
- 2024
- [c29]Dimitrios Psarras, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas:
A Unified DNN-Based System for Industrial Pipeline Segmentation. ICASSP 2024: 7785-7789 - 2023
- [c28]Matthaios Dimitrios Tzimas
, Christos Papaioannidis
, Vasileios Mygdalis
, Ioannis Pitas
:
Evaluating Deep Neural Network-based Fire Detection for Natural Disaster Management. BDCAT 2023: 16:1-16:6 - [c27]Vasileios Mygdalis
, Ioannis Pitas:
Exploiting One-Class Classification Optimization Objectives for Increasing Adversarial Robustness. ICASSP 2023: 1-5 - [c26]Georgios Kalitsios, Vasileios Mygdalis
, Ioannis Pitas:
Domain Adaptation in Power Line Segmentation: A New Synthetic Dataset. ICIP 2023: 1820-1824 - [c25]Stefania Altini, Vasileios Mygdalis, Ioannis Pitas:
AdvRevGAN: On Reversible Universal Adversarial Attacks for Privacy Protection Applications. MLSP 2023: 1-6 - [c24]Daniel Aláez, Vasileios Mygdalis, Jesús E. Villadangos, Ioannis Pitas:
Real-Time Object Geopositioning from Monocular Target Detection/Tracking for Aerial Cinematography. MMSP 2023: 1-6 - 2022
- [j9]Vasileios Mygdalis
, Ioannis Pitas:
Hyperspherical class prototypes for adversarial robustness. Pattern Recognit. 125: 108527 (2022) - [c23]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: 842-850 - [c22]Emmanouil Patsiouras, Vasileios Mygdalis
, Ioannis Pitas:
Whitening Transformation inspired Self-Attention for Powerline Element Detection. ICPR 2022: 4844-4849 - [c21]Iason Karakostas
, Vasileios Mygdalis
, Ioannis Pitas:
Explaining and verifying the robustness of Visual Object Trackers to noise. IVMSP 2022: 1-5 - [c20]Emmanouil Patsiouras, Vasileios Mygdalis
, Ioannis Pitas:
On the Detection of Powerline Elements with Efficient Transformers. IVMSP 2022: 1-5 - [c19]Emmanouil Patsiouras, Vasileios Mygdalis
, Ioannis Pitas:
A UAV Object Detection Benchmark for Vision-assisted Powerline Element Inspection. IWSSIP 2022: 1-4 - [c18]Alexandros Zamichos, Vasileios Mygdalis
, Ioannis Pitas:
Properties of Learning Multiplicative Universal Adversarial Perturbations in Image Data. MLSP 2022: 1-6 - 2021
- [j8]Iason Karakostas
, Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
Occlusion detection and drift-avoidance framework for 2D visual object tracking. Signal Process. Image Commun. 90: 116011 (2021) - [c17]Iason Karakostas, Vasileios Mygdalis
, Ioannis Pitas:
Adversarial Optimization Scheme For Online Tracking Model Adaptation In Autonomous Systems. ICIP 2021: 3358-3362 - [c16]Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems. MLSP 2021: 1-6 - 2020
- [j7]Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
K-Anonymity inspired adversarial attack and multiple one-class classification defense. Neural Networks 124: 296-307 (2020) - [j6]Christos Papaioannidis
, Vasileios Mygdalis
, Ioannis Pitas:
Domain-Translated 3D Object Pose Estimation. IEEE Trans. Image Process. 29: 9279-9291 (2020)
2010 – 2019
- 2019
- [b1]Vasileios Mygdalis:
Μέθοδοι μηχανικής μάθησης για σημασιολογική ανάλυση βίντεο. Aristotle University Of Thessaloniki, Greece, 2019 - [j5]Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
Exploiting multiplex data relationships in Support Vector Machines. Pattern Recognit. 85: 70-77 (2019) - [j4]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): 627-635 (2019) - [c15]Iason Karakostas
, Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
On Detecting and Handling target occlusions in Correlation-filter-based 2D tracking. EUSIPCO 2019: 1-5 - 2018
- [j3]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Semi-supervised subclass support vector data description for image and video classification. Neurocomputing 278: 51-61 (2018) - [c14]Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
Learning Multi-Graph Regularization for SVM Classification. ICIP 2018: 1608-1612 - [c13]Ioannis Mademlis
, Vasileios Mygdalis
, Nikos Nikolaidis
, Ioannis Pitas:
Challenges in Autonomous UAV Cinematography: An Overview. ICME 2018: 1-6 - [c12]Panteleimon Chriskos, Rosen Zhelev, Vasileios Mygdalis
, Ioannis Pitas:
Quality Preserving Face de-identification against Deep CNNs. MLSP 2018: 1-6 - 2017
- [j2]Alexandros Iosifidis
, Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
One-Class Classification Based on Extreme Learning and Geometric Class Information. Neural Process. Lett. 45(2): 577-592 (2017) - [c11]Nikos Nikolaidis
, Ioannis Mademlis
, Orestis Zachariadis, Vasileios Mygdalis
, Ioannis Pitas:
2D visual tracking for sports UAV cinematography applications. GlobalSIP 2017: 36-40 - [c10]Panteleimon Chriskos
, Jonathan Munro, Vasileios Mygdalis
, Ioannis Pitas:
Face detection hindering. GlobalSIP 2017: 403-407 - 2016
- [j1]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Graph Embedded One-Class Classifiers for media data classification. Pattern Recognit. 60: 585-595 (2016) - [c9]Christos Avgerinos, Nikos Nikolaidis
, Vasileios Mygdalis
, Ioannis Pitas:
Feature extraction and statistical analysis of videos for cinemetric applications. DMIAF 2016: 172-175 - [c8]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
One class classification applied in facial image analysis. ICIP 2016: 1644-1648 - [c7]Vasileios Mygdalis
, Anastasios Tefas
, Ioannis Pitas:
Exploiting local and global geometric data relationships in Support Vector Data Description. ICPR 2016: 515-519 - [c6]Stamatis Samaras, Vasileios Mygdalis
, Ioannis Pitas:
Robustness in blind camera identification. ICPR 2016: 3874-3879 - [c5]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Laplacian one class extreme learning machines for human action recognition. MMSP 2016: 1-5 - [c4]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Kernel subclass support vector description for face and human action recognition. SPLINE 2016: 1-5 - 2015
- [c3]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Exploiting subclass information in one-class support vector machine for video summarization. ICASSP 2015: 2259-2263 - [c2]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: 6-10 - 2014
- [c1]Vasileios Mygdalis
, Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas:
Video summarization based on Subclass Support Vector Data Description. CIES 2014: 183-187
Coauthor Index
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last updated on 2024-08-07 22:27 CEST by the dblp team
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