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Sokratis Makrogiannis
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- affiliation: Wright State University, Fairborn, Ohio, USA
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2020 – today
- 2024
- [c42]Nagasoujanya Annasamudram, Sokratis Makrogiannis:
A Joint Scale Analysis And Machine Learning Framework For Cell Detection And Segmentation In Time Lapse Microscopy. ISBI 2024: 1-5 - [c41]Chelsea Harris, Uchenna Okorie, Sokratis Makrogiannis:
Mammographic Breast Density Classification by Integration of Deep Dictionaries and Multi-Model Sparse Approximations. ISBI 2024: 1-5 - 2023
- [j17]Azubuike Okorie, Chandra Kambhamettu, Sokratis Makrogiannis
:
Unsupervised learning of probabilistic subspaces for multi-spectral and multi-temporal image-based disaster mapping. Mach. Vis. Appl. 34(6): 103 (2023) - [c40]Chelsea E. Harris, Sokratis Makrogiannis:
Breast mass characterization using sparse approximations of patch-sampled deep features. Medical Imaging: Computer-Aided Diagnosis 2023 - [c39]Azubuike Okorie, Sokratis Makrogiannis, Richard G. Spencer, Rita R. Kalyani, Luigi Ferrucci
Semantic segmentation of individual muscle groups in 3D thigh MRI. Medical Imaging: Image Processing 2023 - 2022
- [c38]Azubuike Okorie
Subspace Analysis for Multi-temporal Disaster Mapping Using Satellite Imagery. ISVC (1) 2022: 162-173 - [c37]Chelsea E. Harris, Sokratis Makrogiannis:
Sparse Analysis of Block-Boosted Deep Features for Osteoporosis Classification. IVMSP 2022: 1-5 - [c36]Qi Yang, Xin Yu, Ho Hin Lee, Yucheng Tang, Shunxing Bao, Kristofer S. Gravenstein, Ann Zenobia Moore, Sokratis Makrogiannis, Luigi Ferrucci
Quantification of muscle, bones, and fat on single slice thigh CT. Medical Imaging: Image Processing 2022 - [c35]Sokratis Makrogiannis
TIDAQUNET: tissue identification and quantification network for mid-thigh CT segmentation. Medical Imaging: Image Processing 2022 - [i3]Qi Yang, Xin Yu, Ho Hin Lee, Leon Y. Cai, Kaiwen Xu, Shunxing Bao, Yuankai Huo, Ann Zenobia Moore, Sokratis Makrogiannis, Luigi Ferrucci, Bennett A. Landman:
Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training. CoRR abs/2212.00059 (2022) - 2021
- [c34]Sokratis Makrogiannis, Nagasoujanya Annasamudram, Yibing Wang, Hector Miranda, Keni Zheng
A System for Spatio-Temporal Cell Detection and Segmentation in Time-Lapse Microscopy. BIBM 2021: 2266-2273 - [c33]Sokratis Makrogiannis
Sparse analysis of deep features for characterization of breast masses. Medical Imaging: Computer-Aided Diagnosis 2021 - [i2]Sokratis Makrogiannis, Keni Zheng:
AI in Osteoporosis. CoRR abs/2109.10478 (2021) - 2020
- [j16]Keni Zheng
Integrative blockwise sparse analysis for tissue characterization and classification. Artif. Intell. Medicine 107: 101885 (2020) - [j15]Keni Zheng
Spatially localized sparse representations for breast lesion characterization. Comput. Biol. Medicine 123: 103914 (2020) - [j14]Fatima Boukari
Automated Cell Tracking Using Motion Prediction-Based Matching and Event Handling. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 959-971 (2020) - [c32]Sokratis Makrogiannis
Discriminative Localized Sparse Representations for Breast Cancer Screening. ISMCO 2020: 32-43 - [c31]Sokratis Makrogiannis
Multi-atlas-based tissue identification in the lower leg using pQCT. Medical Imaging: Image Processing 2020: 113133D - [i1]Sokratis Makrogiannis, Chelsea E. Harris, Keni Zheng:
Discriminative Localized Sparse Representations for Breast Cancer Screening. CoRR abs/2011.10201 (2020)
2010 – 2019
- 2019
- [j13]Azubuike Okorie
Region-based image registration for remote sensing imagery. Comput. Vis. Image Underst. 189 (2019) - [c30]Taposh Biswas, Sokratis Makrogiannis
Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification. ISVC (1) 2019: 381-392 - [c29]Keni Zheng
Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs. Medical Imaging: Computer-Aided Diagnosis 2019: 1095024 - 2017
- [c28]T. Dassopoulos, Alexandros Karargyris, Sokratis Makrogiannis
A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine. BHI 2017: 117-120 - [c27]Azubuike Okorie
Automated feature-based registration techniques for satellite imagery. IGARSS 2017: 5137-5140 - [c26]Keni Zheng
Sparse Representation Using Block Decomposition for Characterization of Imaging Patterns. Patch-MI@MICCAI 2017: 158-166 - 2016
- [j12]Sokratis Makrogiannis
Image-Based Tissue Distribution Modeling for Skeletal Muscle Quality Characterization. IEEE Trans. Biomed. Eng. 63(4): 805-813 (2016) - [c25]Keni Zheng
Bone texture characterization for osteoporosis diagnosis using digital radiography. EMBC 2016: 1034-1037 - 2015
- [c24]Fatima Boukari
Spatio-temporal diffusion-based dynamic cell segmentation. BIBM 2015: 317-324 - [c23]Chao Zhang, Sokratis Makrogiannis
Finding the N-cuts of Watershed Partitions for Image Segmentation. ISVC (1) 2015: 221-230 - 2014
- [c22]Fatima Boukari
Spatio-temporal Level-Set Based Cell Segmentation in Time-Lapse Image Sequences. ISVC (2) 2014: 41-50 - 2012
- [j11]Sokratis Makrogiannis
Editorial. Int. J. Artif. Intell. Tools 21(5) (2012) - [c21]Sokratis Makrogiannis
Automated abdominal fat quantification and food residue removal in CT. MMBIA 2012: 81-86 - 2011
- [c20]Sokratis Makrogiannis
Towards segmentation of the thymus in fat and water parametric MR images. EMBC 2011: 8078-8081 - [c19]Nikolaos G. Bourbakis, Sokratis Makrogiannis
A Synergistic Model for Monitoring Brain's Changes: A Case Study. ICTAI 2011: 1093-1098 - 2010
- [j10]Sokratis Makrogiannis
Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features. J. Electronic Imaging 19(1): 013002 (2010) - [c18]Sokratis Makrogiannis
Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images. BIBE 2010: 52-57 - [c17]Alberto Santamaría-Pang, Sandeep Dutta, Sokratis Makrogiannis
Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging. Medical Imaging: Computer-Aided Diagnosis 2010: 76240V
2000 – 2009
- 2009
- [c16]Sokratis Makrogiannis
Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures. MICCAI (1) 2009: 239-246 - 2007
- [j9]Nikolaos G. Bourbakis, P. Kakumanu, Sokratis Makrogiannis
Neural Network Approach for Image chromatic Adaptation for Skin Color Detection. Int. J. Neural Syst. 17(1): 1-12 (2007) - [j8]P. Kakumanu, Sokratis Makrogiannis
A survey of skin-color modeling and detection methods. Pattern Recognit. 40(3): 1106-1122 (2007) - [j7]Nikolaos G. Bourbakis, P. Yuan, Sokratis Makrogiannis
Object recognition using wavelets, L-G graphs and synthesis of regions. Pattern Recognit. 40(7): 2077-2096 (2007) - [j6]Sokratis Makrogiannis
Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor. IEEE Trans. Medical Imaging 26(4): 619-631 (2007) - [c15]Sokratis Makrogiannis
A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research. MMSP 2007: 324-327 - 2006
- [c14]Sokratis Makrogiannis
A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. CVPR Workshops 2006: 74 - 2005
- [j5]Sokratis Makrogiannis
Watershed-based multiscale segmentation method for color images using automated scale selection. J. Electronic Imaging 14(3): 033007 (2005) - [j4]Sokratis Makrogiannis
A region dissimilarity relation that combines feature-space and spatial information for color image segmentation. IEEE Trans. Syst. Man Cybern. Part B 35(1): 44-53 (2005) - [j3]Sokratis Makrogiannis
Segmentation of color images using multiscale clustering and graph theoretic region synthesis. IEEE Trans. Syst. Man Cybern. Part A 35(2): 224-238 (2005) - [c13]Nikolaos G. Bourbakis, Sokratis Makrogiannis
A Neural Network-Based Detection of Bleeding in Sequences of WCE Images. BIBE 2005: 324-327 - [c12]Sokratis Makrogiannis
Localization Scale Selection for Scale-Space Segmentation. ICIAR 2005: 1-8 - 2004
- [c11]Sokratis Makrogiannis
A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. ICTAI 2004: 328-336 - [c10]Sokratis Makrogiannis
Motion Analysis with Application to Assistive Vision Technology. ICTAI 2004: 344-352 - [c9]P. Kakumanu, Sokratis Makrogiannis
Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. ICTAI 2004: 478-485 - 2003
- [c8]Sokratis Makrogiannis
Color image segmentation using multiscale fuzzy C-means and graph theoretic merging. ICIP (1) 2003: 985-988 - [c7]Nikolaos G. Bourbakis, P. Yuan, Sokratis Makrogiannis
Object Recognition Using Local - Global Graphs. ICTAI 2003: 616-627 - [c6]Nikolaos G. Bourbakis, Sokratis Makrogiannis
An L-G & SPNG Based Model for Brain Biometrics. ICTAI 2003: 628-635 - 2002
- [b1]Sokratis Makrogiannis:
Μέθοδοι κατάτμησης έγχρωμης εικόνας με χρήση: ασαφούς λογικής, watershed ανάλυσης, θεωρίας γράφων και χώρου κλιμάκων. University of Patras, Greece, 2002 - [j2]Sokratis Makrogiannis
Region oriented compression of color images using fuzzy inference and fast merging. Pattern Recognit. 35(9): 1807-1820 (2002) - [c5]Sokratis Makrogiannis
A fuzzy region dissimilarity measure using feature space information. DSP 2002: 1097-1100 - 2001
- [j1]Sokratis Makrogiannis
A Fuzzy Dissimilarity Function for Region Based Segmentation of Color Images. Int. J. Pattern Recognit. Artif. Intell. 15(2): 255-267 (2001) - [c4]Sokratis Makrogiannis
Region-oriented compression of color images using fuzzy inference and shape adaptive DCT. ICIP (3) 2001: 478-481 - [c3]Sokratis Makrogiannis
Scale space segmentation of color images using watersheds and fuzzy region merging. ICIP (1) 2001: 734-737 - [c2]George Economou, A. Fotinos, Sokratis Makrogiannis
Color image edge detection based on nonparametric density estimation. ICIP (1) 2001: 922-925 - 2000
- [c1]Sokratis Makrogiannis, George Economou, Evangelos Zigouris, Spiros Fotopoulos:
Segmentation of color images using a hierarchical fuzzy region merging technique. EUSIPCO 2000: 1-4
Coauthor Index
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