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ORCIDSokratis 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, Sokratis Makrogiannis:
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, Bennett A. Landman:
Quantification of muscle, bones, and fat on single slice thigh CT. Medical Imaging: Image Processing 2022 - [c35]Sokratis Makrogiannis, Nagasoujanya Annasamudram, Taposh Biswas:
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, Keni Zheng, Chelsea Harris:
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, Chelsea Harris, Rachid Jennane, Sokratis Makrogiannis:
Integrative blockwise sparse analysis for tissue characterization and classification. Artif. Intell. Medicine 107: 101885 (2020) - [j15]Keni Zheng, Chelsea Harris, Predrag R. Bakic, Sokratis Makrogiannis:
Spatially localized sparse representations for breast lesion characterization. Comput. Biol. Medicine 123: 103914 (2020) - [j14]Fatima Boukari, Sokratis Makrogiannis:
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, Chelsea E. Harris, Keni Zheng:
Discriminative Localized Sparse Representations for Breast Cancer Screening. ISMCO 2020: 32-43 - [c31]Sokratis Makrogiannis, Azubuike Okorie, Taposh Biswas, Luigi Ferrucci:
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, Sokratis Makrogiannis:
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, Rachid Jennane, Sokratis Makrogiannis:
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, Nikolaos G. Bourbakis:
A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine. BHI 2017: 117-120 - [c27]Azubuike Okorie, Sokratis Makrogiannis:
Automated feature-based registration techniques for satellite imagery. IGARSS 2017: 5137-5140 - [c26]Keni Zheng, Sokratis Makrogiannis:
Sparse Representation Using Block Decomposition for Characterization of Imaging Patterns. Patch-MI@MICCAI 2017: 158-166 - 2016
- [j12]Sokratis Makrogiannis, Kenneth W. Fishbein, Ann Zenobia Moore, Richard G. S. Spencer, Luigi Ferrucci:
Image-Based Tissue Distribution Modeling for Skeletal Muscle Quality Characterization. IEEE Trans. Biomed. Eng. 63(4): 805-813 (2016) - [c25]Keni Zheng, Sokratis Makrogiannis:
Bone texture characterization for osteoporosis diagnosis using digital radiography. EMBC 2016: 1034-1037 - 2015
- [c24]Fatima Boukari, Sokratis Makrogiannis:
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, Sokratis Makrogiannis:
Spatio-temporal Level-Set Based Cell Segmentation in Time-Lapse Image Sequences. ISVC (2) 2014: 41-50 - 2012
- [j11]Sokratis Makrogiannis, Nikolaos G. Bourbakis:
Editorial. Int. J. Artif. Intell. Tools 21(5) (2012) - [c21]Sokratis Makrogiannis, Ramona Ramachandran, Chee W. Chia, Luigi Ferrucci:
Automated abdominal fat quantification and food residue removal in CT. MMBIA 2012: 81-86 - 2011
- [c20]Sokratis Makrogiannis, Ramona Ramachandran, Kenneth W. Fishbein, Dimitrios Kapogiannis, Richard G. S. Spencer, Chee W. Chia:
Towards segmentation of the thymus in fat and water parametric MR images. EMBC 2011: 8078-8081 - [c19]Nikolaos G. Bourbakis, Sokratis Makrogiannis, Dimitrios Kapogiannis:
A Synergistic Model for Monitoring Brain's Changes: A Case Study. ICTAI 2011: 1093-1098 - 2010
- [j10]Sokratis Makrogiannis, Nikolaos G. Bourbakis:
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, Suraj Serai, Kenneth W. Fishbein, Willie Laney, Catherine Schreiber, William B. Ershler, Luigi Ferrucci, Richard G. S. Spencer:
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, Amy K. Hara, William Pavlicek, Alvin C. Silva, Brian Thomsen, Scott Robertson, Darin Okerlund, David A. Langan, Rahul Bhotika:
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, Rahul Bhotika, James V. Miller, John Skinner, Melissa Vass:
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, Robert K. Bryll, Sethuraman Panchanathan:
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, Nikolaos G. Bourbakis:
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, Ragini Verma, Christos Davatzikos:
Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor. IEEE Trans. Medical Imaging 26(4): 619-631 (2007) - [c15]Sokratis Makrogiannis, Jeremy Wellen, Yanjun Wu, Luke Bloy, Susanta K. Sarkar:
A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research. MMSP 2007: 324-327 - 2006
- [c14]Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos:
A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. CVPR Workshops 2006: 74 - 2005
- [j5]Sokratis Makrogiannis, Iris Vanhamel, Spiros Fotopoulos, Hichem Sahli, Jan Cornelis:
Watershed-based multiscale segmentation method for color images using automated scale selection. J. Electronic Imaging 14(3): 033007 (2005) - [j4]Sokratis Makrogiannis, George Economou, Spiros Fotopoulos:
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, George Economou, Spiros Fotopoulos, Nikolaos G. Bourbakis:
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, Despina Kavraki:
A Neural Network-Based Detection of Bleeding in Sequences of WCE Images. BIBE 2005: 324-327 - [c12]Sokratis Makrogiannis, Nikolaos G. Bourbakis:
Localization Scale Selection for Scale-Space Segmentation. ICIAR 2005: 1-8 - 2004
- [c11]Sokratis Makrogiannis, Nikolaos G. Bourbakis, Stan Borek:
A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. ICTAI 2004: 328-336 - [c10]Sokratis Makrogiannis, Nikolaos G. Bourbakis:
Motion Analysis with Application to Assistive Vision Technology. ICTAI 2004: 344-352 - [c9]P. Kakumanu, Sokratis Makrogiannis, Robert K. Bryll, Sethuraman Panchanathan, Nikolaos G. Bourbakis:
Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. ICTAI 2004: 478-485 - 2003
- [c8]Sokratis Makrogiannis, Christos Theoharatos, George Economou, Spiros Fotopoulos:
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, George Economou, Spiros Fotopoulos:
Region oriented compression of color images using fuzzy inference and fast merging. Pattern Recognit. 35(9): 1807-1820 (2002) - [c5]Sokratis Makrogiannis, George Economou, Spiros Fotopoulos:
A fuzzy region dissimilarity measure using feature space information. DSP 2002: 1097-1100 - 2001
- [j1]Sokratis Makrogiannis, George Economou, Spiros Fotopoulos:
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, Peter Schelkens, Spiros Fotopoulos, Jan Cornelis:
Region-oriented compression of color images using fuzzy inference and shape adaptive DCT. ICIP (3) 2001: 478-481 - [c3]Sokratis Makrogiannis, Iris Vanhamel, Hichem Sahli, Spiros Fotopoulos:
Scale space segmentation of color images using watersheds and fuzzy region merging. ICIP (1) 2001: 734-737 - [c2]George Economou, A. Fotinos, Sokratis Makrogiannis, Spiros Fotopoulos:
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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last updated on 2024-10-07 21:18 CEST by the dblp team
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