| 2022 | ISVC | Subspace Analysis for Multi-temporal Disaster Mapping Using Satellite Imagery. | Azubuike Okorie, Sokratis Makrogiannis |
| 2019 | ISVC | Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification. | Taposh Biswas, Sokratis Makrogiannis |
| 2017 | IGARSS | Automated feature-based registration techniques for satellite imagery. | Azubuike Okorie, Sokratis Makrogiannis |
| 2017 | MICCAI | Sparse Representation Using Block Decomposition for Characterization of Imaging Patterns. | Keni Zheng, Sokratis Makrogiannis |
| 2015 | ISVC | Finding the N-cuts of Watershed Partitions for Image Segmentation. | Chao Zhang, Sokratis Makrogiannis |
| 2014 | ISVC | Spatio-temporal Level-Set Based Cell Segmentation in Time-Lapse Image Sequences. | Fatima Boukari, Sokratis Makrogiannis |
| 2011 | ICTAI | A Synergistic Model for Monitoring Brain's Changes: A Case Study. | Nikolaos G. Bourbakis, Sokratis Makrogiannis, Dimitrios Kapogiannis |
| 2010 | BIBE | Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images. | Sokratis Makrogiannis, Suraj Serai, Kenneth W. Fishbein, Willie Laney, Catherine Schreiber, William B. Ershler, Luigi Ferrucci, Richard G. S. Spencer |
| 2009 | MICCAI | Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures. | Sokratis Makrogiannis, Rahul Bhotika, James V. Miller, John Skinner, Melissa Vass |
| 2007 | MMSP | A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research. | Sokratis Makrogiannis, Jeremy Wellen, Yanjun Wu, Luke Bloy, Susanta K. Sarkar |
| 2006 | CVPR | A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. | Sokratis Makrogiannis, Ragini Verma, Bilge Karaali, Christos Davatzikos |
| 2005 | BIBE | A Neural Network-Based Detection of Bleeding in Sequences of WCE Images. | Nikolaos G. Bourbakis, Sokratis Makrogiannis, Despina Kavraki |
| 2004 | ICTAI | Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. | P. Kakumanu, Sokratis Makrogiannis, Robert K. Bryll, Sethuraman Panchanathan, Nikolaos G. Bourbakis |
| 2004 | ICTAI | Motion Analysis with Application to Assistive Vision Technology. | Sokratis Makrogiannis, Nikolaos G. Bourbakis |
| 2004 | ICTAI | A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. | Sokratis Makrogiannis, Nikolaos G. Bourbakis, Stan Borek |
| 2003 | ICIP | Color image segmentation using multiscale fuzzy C-means and graph theoretic merging. | Sokratis Makrogiannis, Christos Theoharatos, George Economou, Spiros Fotopoulos |
| 2003 | ICTAI | An L-G & SPNG Based Model for Brain Biometrics. | Nikolaos G. Bourbakis, Sokratis Makrogiannis |
| 2003 | ICTAI | Object Recognition Using Local - Global Graphs. | Nikolaos G. Bourbakis, P. Yuan, Sokratis Makrogiannis |
| 2001 | ICIP | Color image edge detection based on nonparametric density estimation. | George Economou, A. Fotinos, Sokratis Makrogiannis, Spiros Fotopoulos |
| 2001 | ICIP | Region-oriented compression of color images using fuzzy inference and shape adaptive DCT. | Sokratis Makrogiannis, Peter Schelkens, Spiros Fotopoulos, Jan Cornelis |
| 2001 | ICIP | Scale space segmentation of color images using watersheds and fuzzy region merging. | Sokratis Makrogiannis, Iris Vanhamel, Hichem Sahli, Spiros Fotopoulos |