Michalis A. Savelonas

Orcid: 0000-0001-5582-753X

According to our database1, Michalis A. Savelonas authored at least 52 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SUShe: simple unsupervised shadow removal.
Multim. Tools Appl., 2024

TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation.
Neurocomputing, 2024

2022
Computer Vision and Pattern Recognition for the Analysis of 2D/3D Remote Sensing Data in Geoscience: A Survey.
Remote. Sens., December, 2022

2021
PU learning-based recognition of structural elements in architectural floor plans.
Multim. Tools Appl., 2021

Vertebrae, IVD and spinal canal boundary extraction on MRI, utilizing CT-trained active shape models.
Int. J. Comput. Assist. Radiol. Surg., 2021

2020
Bimodal CT/MRI-Based Segmentation Method for Intervertebral Disc Boundary Extraction.
Inf., 2020

Image Segmentation based on Determinative Brain Storm optimization.
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.
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.
Proceedings of the 5th South-East Europe Design Automation, 2020

H-V Shadow Detection Based on Electromagnetism-Like Optimization.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
RNNs for Classification of Driving Behaviour.
Proceedings of the 10th International Conference on Information, 2019

2018
Predictive digitisation of cultural heritage objects.
Multim. Tools Appl., 2018

Spatially sensitive statistical shape analysis for pedestrian recognition from LIDAR data.
Comput. Vis. Image Underst., 2018

2017
Exploiting Unbroken Surface Congruity for the Acceleration of Fragment Reassembly.
Proceedings of the GCH 2017, 2017

2016
Fisher encoding of differential fast point feature histograms for partial 3D object retrieval.
Pattern Recognit., 2016

Partial matching of 3D cultural heritage objects using panoramic views.
Multim. Tools Appl., 2016


2015
An overview of partial 3D object retrieval methodologies.
Multim. Tools Appl., 2015

Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014
Automated Adjustment of Region-Based Active Contour Parameters Using Local Image Geometry.
IEEE Trans. Cybern., 2014

SVM-based CBIR of breast masses on mammograms.
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.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

2013
Image reconstruction from an efficient number of moment-based projections.
Int. J. Comput. Math., 2013

Automated parameterization of active contours: A brief survey.
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.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Self-adjusted active contours using multi-directional texture cues.
Proceedings of the IEEE International Conference on Image Processing, 2013

3D Object Partial Matching Using Panoramic Views.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Unsupervised level set parameterization using multi-scale filtering.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Autopilot spatially-adaptive active contour parameterization for medical image segmentation.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Image Analysis Framework for Infection Monitoring.
IEEE Trans. Biomed. Eng., 2012

Unsupervised 2D gel electrophoresis image segmentation based on active contours.
Pattern Recognit., 2012

Entropy-based spatially-varying adjustment of active contour parameters.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
A Computer-Based Technique for Automated Spot Detection in Proteomics Images.
IEEE Trans. Inf. Technol. Biomed., 2011

2D-GE image segmentation based on level-sets.
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.
Signal Process., 2010

A level set approach for proteomics image analysis.
Proceedings of the 18th European Signal Processing Conference, 2010

Protein spot detection in 2D-GE images using morphological operators.
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.
IEEE Trans. Inf. Technol. Biomed., 2009

A computer-aided system for malignancy risk assessment of nodules in thyroid US images based on boundary features.
Comput. Methods Programs Biomed., 2009

2008
Μέθοδοι ανάλυσης δισδιάστατων σημάτων και εφαρμογές στην ιατρική
PhD thesis, 2008

LBP-guided active contours.
Pattern Recognit. Lett., 2008

Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors.
Proceedings of the Panhellenic Conference on Informatics, 2008

2007
Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images.
IEEE Trans. Inf. Technol. Biomed., 2007

A genetically optimized level set approach to segmentation of thyroid ultrasound images.
Appl. Intell., 2007

Bimodal Texture Segmentation with the Lee-Seo Model.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Computational Characterization of Thyroid Tissue in the Radon Domain.
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.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmentation of Medical Images with Regional Inhomogeneities.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An Active Contour Model Guided by LBP Distributions.
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.
Proceedings of the 2005 International Conference on Image Processing, 2005

Computer-Aided Thyroid Nodule Detection in Ultrasound Images.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005


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