Michalis A. Savelonas

55 papers B 9C 1Journal 24Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Overview of AI-Guided Thyroid Ultrasound Image Segmentation and Classification for Nodule Assessment. Big Data Cogn. Comput. Michalis A. Savelonas
2025	C	`conf`	Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach. BIBE Maria Thoma, Michalis A. Savelonas, Dimitris K. Iakovidis
2025	J	`jnl`	Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach. CoRR Maria Thoma, Michalis A. Savelonas, Dimitris K. Iakovidis
2024	J	`jnl`	SUShe: simple unsupervised shadow removal. Multim. Tools Appl. Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
2024	J	`jnl`	TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation. Neurocomputing Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
2022	J	`jnl`	Computer Vision and Pattern Recognition for the Analysis of 2D/3D Remote Sensing Data in Geoscience: A Survey. Remote. Sens. Michalis A. Savelonas, Christos N. Veinidis, Theodoros K. Bartsokas
2021	J	`jnl`	PU learning-based recognition of structural elements in architectural floor plans. Multim. Tools Appl. Iordanis E. Evangelou, Michalis A. Savelonas, Georgios Papaioannou
2021	J	`jnl`	Vertebrae, IVD and spinal canal boundary extraction on MRI, utilizing CT-trained active shape models. Int. J. Comput. Assist. Radiol. Surg. Meletios Liaskos, Michalis A. Savelonas, Pantelis A. Asvestas, Dimitrios Papageorgiou, George K. Matsopoulos
2020	J	`jnl`	Bimodal CT/MRI-Based Segmentation Method for Intervertebral Disc Boundary Extraction. Inf. Meletios Liaskos, Michalis A. Savelonas, Pantelis A. Asvestas, Marios G. Lykissas, George K. Matsopoulos
2020	—	`conf`	Classification of Driving Behaviour using Short-term and Long-term Summaries of Sensor Data. SEEDA-CECNSM Michalis A. Savelonas, Stavros A. Karkanis, Evaggelos Spyrou
2020	—	`conf`	H-V Shadow Detection Based on Electromagnetism-Like Optimization. EUSIPCO Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
2020	—	`conf`	Hybrid Time-series Representation for the Classification of Driving Behaviour. SMAP Michalis A. Savelonas, Dimitris Mantzekis, Nikos Labiris, Athanasia Tsakiri, Stavros A. Karkanis, Evaggelos Spyrou
2020	—	`conf`	Image Segmentation based on Determinative Brain Storm optimization. SMAP Georgia Sovatzidi, Michalis A. Savelonas, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis
2019	—	`conf`	RNNs for Classification of Driving Behaviour. IISA Dimitris Mantzekis, Michalis A. Savelonas, Stavros A. Karkanis, Evaggelos Spyrou
2018	J	`jnl`	Predictive digitisation of cultural heritage objects. Multim. Tools Appl. Ioannis Pratikakis, Michalis A. Savelonas, Pavlos Mavridis, Georgios Papaioannou, Konstantinos Sfikas, Fotis Arnaoutoglou, Dirk Rieke-Zapp
2018	J	`jnl`	Spatially sensitive statistical shape analysis for pedestrian recognition from LIDAR data. Comput. Vis. Image Underst. Michalis A. Savelonas, Ioannis Pratikakis, Theoharis Theoharis, Georgios Thanellas, Frédéric Abad, Rémy Bendahan
2017	—	`conf`	Exploiting Unbroken Surface Congruity for the Acceleration of Fragment Reassembly. GCH Michalis A. Savelonas, Anthousis Andreadis, Georgios Papaioannou, Pavlos Mavridis
2016	J	`jnl`	Fisher encoding of differential fast point feature histograms for partial 3D object retrieval. Pattern Recognit. Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas
2016	—	`conf`	Partial Shape Queries for 3D Object Retrieval. 3DOR@Eurographics Ioannis Pratikakis, Michalis A. Savelonas, Fotis Arnaoutoglou, George Ioannakis, Anestis Koutsoudis, Theoharis Theoharis, Minh-Triet Tran, Vinh-Tiep Nguyen, Viet-Khoi Pham, Hai-Dang Nguyen, Hoang-An Le, Ba-Huu Tran, Huu-Quan To, Minh-Bao Truong, Thuyen V. Phan, Minh-Duc Nguyen, Thanh-An Than, Khoi-Nguyen C. Mac, Minh N. Do, Anh Duc Duong, Takahiko Furuya, Ryutarou Ohbuchi, Masaki Aono, Shoki Tashiro, David Pickup, Xianfang Sun, Paul L. Rosin, Ralph R. Martin
2016	J	`jnl`	Partial matching of 3D cultural heritage objects using panoramic views. Multim. Tools Appl. Konstantinos Sfikas, Ioannis Pratikakis, Anestis Koutsoudis, Michalis A. Savelonas, Theoharis Theoharis
2015	J	`jnl`	An overview of partial 3D object retrieval methodologies. Multim. Tools Appl. Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas
2015	—	`conf`	Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors. 3DOR@Eurographics Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas
2014	J	`jnl`	Automated Adjustment of Region-Based Active Contour Parameters Using Local Image Geometry. IEEE Trans. Cybern. Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis
2014	—	`conf`	Fisher Encoding of Adaptive Fast Persistent Feature Histograms for Partial Retrieval of 3D Pottery Objects. 3DOR@Eurographics Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas
2014	—	`conf`	SVM-based CBIR of breast masses on mammograms. AI-AM/NetMed@ECAI Lazaros T. Tsochatzidis, Konstantinos Zagoris, Michalis A. Savelonas, Ioannis Pratikakis
2013	—	`conf`	3D Object Partial Matching Using Panoramic Views. ICIAP Workshops Konstantinos Sfikas, Ioannis Pratikakis, Anestis Koutsoudis, Michalis A. Savelonas, Theoharis Theoharis
2013	—	`conf`	Automated parameterization of active contours: A brief survey. ISSPIT Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis
2013	B	`conf`	Autopilot spatially-adaptive active contour parameterization for medical image segmentation. CBMS Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Athanassios N. Skodras
2013	J	`jnl`	Image reconstruction from an efficient number of moment-based projections. Int. J. Comput. Math. Spiros Chountasis, Michalis A. Savelonas
2013	B	`conf`	Self-adjusted active contours using multi-directional texture cues. ICIP Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis
2013	—	`conf`	Unsupervised inference of arbor morphology progression for microglia from confocal microscope images. ISBI Yan Xu, Michalis A. Savelonas, Peng Qiu, Kristen Trett, William Shain, Badrinath Roysam
2013	—	`conf`	Unsupervised level set parameterization using multi-scale filtering. DSP Eleftheria A. Mylona, Michalis A. Savelonas, Eleni Zacharia, Dimitrios E. Maroulis, Constantinos S. Pattichis
2012	B	`conf`	Entropy-based spatially-varying adjustment of active contour parameters. ICIP Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis
2012	J	`jnl`	Image Analysis Framework for Infection Monitoring. IEEE Trans. Biomed. Eng. Dimitrios K. Iakovidis, Spyros Tsevas, Michalis A. Savelonas, George Papamichalis
2012	J	`jnl`	Unsupervised 2D gel electrophoresis image segmentation based on active contours. Pattern Recognit. Michalis A. Savelonas, Eleftheria A. Mylona, Dimitris Maroulis
2011	B	`conf`	2D-GE image segmentation based on level-sets. ICIP Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Michalis Aivaliotis
2011	J	`jnl`	A Computer-Based Technique for Automated Spot Detection in Proteomics Images. IEEE Trans. Inf. Technol. Biomed. Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Sophia Kossida
2010	—	`conf`	A level set approach for proteomics image analysis. EUSIPCO Michalis A. Savelonas, Eleftheria A. Mylona, Dimitrios E. Maroulis
2010	J	`jnl`	Noise-resistant watermarking in the fractional Fourier domain utilizing moment-based image representation. Signal Process. Michalis A. Savelonas, Spiros Chountasis
2010	B	`conf`	Protein spot detection in 2D-GE images using morphological operators. CBMS Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Antonia Vlahou, Manousos Makridakis
2009	J	`jnl`	A computer-aided system for malignancy risk assessment of nodules in thyroid US images based on boundary features. Comput. Methods Programs Biomed. Michalis A. Savelonas, Dimitrios E. Maroulis, Manolis S. Sangriotis
2009	J	`jnl`	Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images. IEEE Trans. Inf. Technol. Biomed. Michalis A. Savelonas, Dimitrios K. Iakovidis, Ioannis Legakis, Dimitris Maroulis
2008	—	`conf`	Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors. Panhellenic Conference on Informatics Michalis A. Savelonas, Dimitris Maroulis, Dimitrios K. Iakovidis, Nikos Dimitropoulos
2008	J	`jnl`	LBP-guided active contours. Pattern Recognit. Lett. Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis
2008	—	`—`	Μέθοδοι ανάλυσης δισδιάστατων σημάτων και εφαρμογές στην ιατρική Michalis A. Savelonas
2007	J	`jnl`	A genetically optimized level set approach to segmentation of thyroid ultrasound images. Appl. Intell. Dimitrios K. Iakovidis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios E. Maroulis
2007	B	`conf`	Adaptive Vision System for Segmentation of Echographic Medical Images Based on a Modified Mumford-Shah Functional. ACIVS Dimitrios K. Iakovidis, Michalis A. Savelonas, Dimitris Maroulis
2007	—	`conf`	Bimodal Texture Segmentation with the Lee-Seo Model. ICIAR Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis
2007	B	`conf`	Computational Characterization of Thyroid Tissue in the Radon Domain. CBMS Michalis A. Savelonas, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos, Dimitrios E. Maroulis
2007	J	`jnl`	Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images. IEEE Trans. Inf. Technol. Biomed. Dimitrios E. Maroulis, Michalis A. Savelonas, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos
2006	B	`conf`	An Active Contour Model Guided by LBP Distributions. ACIVS Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Stavros A. Karkanis
2006	—	`conf`	An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation. ICPR (2) Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis
2006	—	`conf`	Segmentation of Medical Images with Regional Inhomogeneities. ICPR (3) Dimitrios K. Iakovidis, Michalis A. Savelonas, S. A. Karkanis, Dimitrios E. Maroulis
2005	—	`conf`	A variable background active contour model for automatic detection of thyroid nodules in ultrasound images. ICIP (1) Michalis A. Savelonas, Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos
2005	B	`conf`	Computer-Aided Thyroid Nodule Detection in Ultrasound Images. CBMS Dimitrios E. Maroulis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos