Michalis A. Savelonas

According to our database, Michalis A. Savelonas authored at least 52 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SUShe: simple unsupervised shadow removal.

Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis

Multim. Tools Appl., 2024

TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation.

Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis

Neurocomputing, 2024

2022

Computer Vision and Pattern Recognition for the Analysis of 2D/3D Remote Sensing Data in Geoscience: A Survey.

Michalis A. Savelonas, Christos N. Veinidis, Theodoros K. Bartsokas

Remote. Sens., December, 2022

2021

PU learning-based recognition of structural elements in architectural floor plans.

Iordanis E. Evangelou, Michalis A. Savelonas, Georgios Papaioannou

Multim. Tools Appl., 2021

Vertebrae, IVD and spinal canal boundary extraction on MRI, utilizing CT-trained active shape models.

Meletios Liaskos, Michalis A. Savelonas, Pantelis A. Asvestas, Dimitrios Papageorgiou, George K. Matsopoulos

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Bimodal CT/MRI-Based Segmentation Method for Intervertebral Disc Boundary Extraction.

Meletios Liaskos, Michalis A. Savelonas, Pantelis A. Asvestas, Marios G. Lykissas, George K. Matsopoulos

Inf., 2020

Image Segmentation based on Determinative Brain Storm optimization.

Georgia Sovatzidi, Michalis A. Savelonas, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis

Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020

Hybrid Time-series Representation for the Classification of Driving Behaviour.

Michalis A. Savelonas, Dimitris Mantzekis, Nikos Labiris, Athanasia Tsakiri, Stavros A. Karkanis, Evaggelos Spyrou

Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020

Classification of Driving Behaviour using Short-term and Long-term Summaries of Sensor Data.

Michalis A. Savelonas, Stavros A. Karkanis, Evaggelos Spyrou

Proceedings of the 5th South-East Europe Design Automation, 2020

H-V Shadow Detection Based on Electromagnetism-Like Optimization.

Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis

Proceedings of the 28th European Signal Processing Conference, 2020

2019

RNNs for Classification of Driving Behaviour.

Dimitris Mantzekis, Michalis A. Savelonas, Stavros A. Karkanis, Evaggelos Spyrou

Proceedings of the 10th International Conference on Information, 2019

2018

Predictive digitisation of cultural heritage objects.

Ioannis Pratikakis, Michalis A. Savelonas, Pavlos Mavridis, Georgios Papaioannou, Konstantinos Sfikas, Fotis Arnaoutoglou, Dirk Rieke-Zapp

Multim. Tools Appl., 2018

Spatially sensitive statistical shape analysis for pedestrian recognition from LIDAR data.

Michalis A. Savelonas, Ioannis Pratikakis, Theoharis Theoharis, Georgios Thanellas, Frédéric Abad, Rémy Bendahan

Comput. Vis. Image Underst., 2018

2017

Exploiting Unbroken Surface Congruity for the Acceleration of Fragment Reassembly.

Michalis A. Savelonas, Anthousis Andreadis, Georgios Papaioannou, Pavlos Mavridis

Proceedings of the GCH 2017, 2017

2016

Fisher encoding of differential fast point feature histograms for partial 3D object retrieval.

Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas

Pattern Recognit., 2016

Partial matching of 3D cultural heritage objects using panoramic views.

Konstantinos Sfikas, Ioannis Pratikakis, Anestis Koutsoudis, Michalis A. Savelonas, Theoharis Theoharis

Multim. Tools Appl., 2016

Partial Shape Queries for 3D Object Retrieval.

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

Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016

2015

An overview of partial 3D object retrieval methodologies.

Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas

Multim. Tools Appl., 2015

Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors.

Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014

Automated Adjustment of Region-Based Active Contour Parameters Using Local Image Geometry.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis

IEEE Trans. Cybern., 2014

SVM-based CBIR of breast masses on mammograms.

Lazaros T. Tsochatzidis, Konstantinos Zagoris, Michalis A. Savelonas, Ioannis Pratikakis

Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

Fisher Encoding of Adaptive Fast Persistent Feature Histograms for Partial Retrieval of 3D Pottery Objects.

Michalis A. Savelonas, Ioannis Pratikakis, Konstantinos Sfikas

Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

2013

Image reconstruction from an efficient number of moment-based projections.

Spiros Chountasis, Michalis A. Savelonas

Int. J. Comput. Math., 2013

Automated parameterization of active contours: A brief survey.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Unsupervised inference of arbor morphology progression for microglia from confocal microscope images.

Yan Xu, Michalis A. Savelonas, Peng Qiu, Kristen Trett, William Shain, Badrinath Roysam

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Self-adjusted active contours using multi-directional texture cues.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis

Proceedings of the IEEE International Conference on Image Processing, 2013

3D Object Partial Matching Using Panoramic Views.

Konstantinos Sfikas, Ioannis Pratikakis, Anestis Koutsoudis, Michalis A. Savelonas, Theoharis Theoharis

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Unsupervised level set parameterization using multi-scale filtering.

Eleftheria A. Mylona, Michalis A. Savelonas, Eleni Zacharia, Dimitrios E. Maroulis, Constantinos S. Pattichis

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Autopilot spatially-adaptive active contour parameterization for medical image segmentation.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Athanassios N. Skodras

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

Image Analysis Framework for Infection Monitoring.

Dimitrios K. Iakovidis, Spyros Tsevas, Michalis A. Savelonas, George Papamichalis

IEEE Trans. Biomed. Eng., 2012

Unsupervised 2D gel electrophoresis image segmentation based on active contours.

Michalis A. Savelonas, Eleftheria A. Mylona, Dimitris Maroulis

Pattern Recognit., 2012

Entropy-based spatially-varying adjustment of active contour parameters.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

A Computer-Based Technique for Automated Spot Detection in Proteomics Images.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Sophia Kossida

IEEE Trans. Inf. Technol. Biomed., 2011

2D-GE image segmentation based on level-sets.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Michalis Aivaliotis

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Noise-resistant watermarking in the fractional Fourier domain utilizing moment-based image representation.

Michalis A. Savelonas, Spiros Chountasis

Signal Process., 2010

A level set approach for proteomics image analysis.

Michalis A. Savelonas, Eleftheria A. Mylona, Dimitrios E. Maroulis

Proceedings of the 18th European Signal Processing Conference, 2010

Protein spot detection in 2D-GE images using morphological operators.

Eleftheria A. Mylona, Michalis A. Savelonas, Dimitris Maroulis, Antonia Vlahou, Manousos Makridakis

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009

Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Ioannis Legakis, Dimitris Maroulis

IEEE Trans. Inf. Technol. Biomed., 2009

A computer-aided system for malignancy risk assessment of nodules in thyroid US images based on boundary features.

Michalis A. Savelonas, Dimitrios E. Maroulis, Manolis S. Sangriotis

Comput. Methods Programs Biomed., 2009

2008

Μέθοδοι ανάλυσης δισδιάστατων σημάτων και εφαρμογές στην ιατρική

Michalis A. Savelonas

PhD thesis, 2008

LBP-guided active contours.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis

Pattern Recognit. Lett., 2008

Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors.

Michalis A. Savelonas, Dimitris Maroulis, Dimitrios K. Iakovidis, Nikos Dimitropoulos

Proceedings of the Panhellenic Conference on Informatics, 2008

2007

Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images.

Dimitrios E. Maroulis, Michalis A. Savelonas, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos

IEEE Trans. Inf. Technol. Biomed., 2007

A genetically optimized level set approach to segmentation of thyroid ultrasound images.

Dimitrios K. Iakovidis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios E. Maroulis

Appl. Intell., 2007

Bimodal Texture Segmentation with the Lee-Seo Model.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Computational Characterization of Thyroid Tissue in the Radon Domain.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos, Dimitrios E. Maroulis

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Adaptive Vision System for Segmentation of Echographic Medical Images Based on a Modified Mumford-Shah Functional.

Dimitrios K. Iakovidis, Michalis A. Savelonas, Dimitris Maroulis

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmentation of Medical Images with Regional Inhomogeneities.

Dimitrios K. Iakovidis, Michalis A. Savelonas, S. A. Karkanis, Dimitrios E. Maroulis

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An Active Contour Model Guided by LBP Distributions.

Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Stavros A. Karkanis

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

A variable background active contour model for automatic detection of thyroid nodules in ultrasound images.

Michalis A. Savelonas, Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos

Proceedings of the 2005 International Conference on Image Processing, 2005

Computer-Aided Thyroid Nodule Detection in Ultrasound Images.

Dimitrios E. Maroulis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005