Sokratis Makrogiannis

Orcid: 0000-0003-0316-3529

Affiliations:
  • Wright State University, Fairborn, Ohio, USA


According to our database1, Sokratis Makrogiannis authored at least 60 papers between 2000 and 2023.

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

Timeline

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Bibliography

2023
Unsupervised learning of probabilistic subspaces for multi-spectral and multi-temporal image-based disaster mapping.
Mach. Vis. Appl., November, 2023

Semantic segmentation of individual muscle groups in 3D thigh MRI.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Breast mass characterization using sparse approximations of patch-sampled deep features.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

2022
Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training.
CoRR, 2022

TIDAQUNET: tissue identification and quantification network for mid-thigh CT segmentation.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Quantification of muscle, bones, and fat on single slice thigh CT.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Sparse Analysis of Block-Boosted Deep Features for Osteoporosis Classification.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Subspace Analysis for Multi-temporal Disaster Mapping Using Satellite Imagery.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021
AI in Osteoporosis.
CoRR, 2021

Sparse analysis of deep features for characterization of breast masses.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

A System for Spatio-Temporal Cell Detection and Segmentation in Time-Lapse Microscopy.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Automated Cell Tracking Using Motion Prediction-Based Matching and Event Handling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Spatially localized sparse representations for breast lesion characterization.
Comput. Biol. Medicine, 2020

Integrative blockwise sparse analysis for tissue characterization and classification.
Artif. Intell. Medicine, 2020

Multi-atlas-based tissue identification in the lower leg using pQCT.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Discriminative Localized Sparse Representations for Breast Cancer Screening.
Proceedings of the Mathematical and Computational Oncology, 2020

2019
Region-based image registration for remote sensing imagery.
Comput. Vis. Image Underst., 2019

Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification.
Proceedings of the Advances in Visual Computing, 2019

2017
Sparse Representation Using Block Decomposition for Characterization of Imaging Patterns.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Automated feature-based registration techniques for satellite imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
Image-Based Tissue Distribution Modeling for Skeletal Muscle Quality Characterization.
IEEE Trans. Biomed. Eng., 2016

Bone texture characterization for osteoporosis diagnosis using digital radiography.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Finding the N-cuts of Watershed Partitions for Image Segmentation.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Spatio-temporal diffusion-based dynamic cell segmentation.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Spatio-temporal Level-Set Based Cell Segmentation in Time-Lapse Image Sequences.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

2012
Editorial.
Int. J. Artif. Intell. Tools, 2012

Automated abdominal fat quantification and food residue removal in CT.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

2011
A Synergistic Model for Monitoring Brain's Changes: A Case Study.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Towards segmentation of the thymus in fat and water parametric MR images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features.
J. Electronic Imaging, 2010

Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009
Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2007
Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor.
IEEE Trans. Medical Imaging, 2007

A survey of skin-color modeling and detection methods.
Pattern Recognit., 2007

Object recognition using wavelets, L-G graphs and synthesis of regions.
Pattern Recognit., 2007

Neural Network Approach for Image chromatic Adaptation for Skin Color Detection.
Int. J. Neural Syst., 2007

A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

2006
A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Segmentation of color images using multiscale clustering and graph theoretic region synthesis.
IEEE Trans. Syst. Man Cybern. Part A, 2005

A region dissimilarity relation that combines feature-space and spatial information for color image segmentation.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Watershed-based multiscale segmentation method for color images using automated scale selection.
J. Electronic Imaging, 2005

Localization Scale Selection for Scale-Space Segmentation.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

A Neural Network-Based Detection of Bleeding in Sequences of WCE Images.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004
A Stochastic Optimization Scheme for Automatic Registration of Aerial Images.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Motion Analysis with Application to Assistive Vision Technology.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Image Chromatic Adaptation Using ANNs for Skin Color Adaptation.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

2003
Object Recognition Using Local - Global Graphs.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

An L-G & SPNG Based Model for Brain Biometrics.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Color image segmentation using multiscale fuzzy C-means and graph theoretic merging.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Μέθοδοι κατάτμησης έγχρωμης εικόνας με χρήση: ασαφούς λογικής, watershed ανάλυσης, θεωρίας γράφων και χώρου κλιμάκων
PhD thesis, 2002

Region oriented compression of color images using fuzzy inference and fast merging.
Pattern Recognit., 2002

A fuzzy region dissimilarity measure using feature space information.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

2001
A Fuzzy Dissimilarity Function for Region Based Segmentation of Color Images.
Int. J. Pattern Recognit. Artif. Intell., 2001

Scale space segmentation of color images using watersheds and fuzzy region merging.
Proceedings of the 2001 International Conference on Image Processing, 2001

Region-oriented compression of color images using fuzzy inference and shape adaptive DCT.
Proceedings of the 2001 International Conference on Image Processing, 2001

Color image edge detection based on nonparametric density estimation.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Segmentation of color images using a hierarchical fuzzy region merging technique.
Proceedings of the 10th European Signal Processing Conference, 2000


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