Publications

S. Makrogiannis, Ramachandran, R., Chia, C. W., and Ferrucci, L., “Automated abdominal fat quantification and food residue removal in CT”, in Mathematical Methods in Biomedical Image Analysis (MMBIA), 2012 IEEE Workshop on, 2012.

S. Makrogiannis, Serai, S., Fishbein, K. W., Schreiber, C., Ferrucci, L., and Spencer, R. G., “Automated quantification of muscle and fat in the thigh from water-, fat-, and nonsuppressed MR images.”, J Magn Reson Imaging, vol. 35, pp. 1152–1161, 2012.

S. Makrogiannis and Bourbakis, N. G., “Editorial”, International Journal on Artificial Intelligence Tools, vol. 21, 2012.

Y. Wu, Kotzer, C. J., Makrogiannis, S., Logan, G. A., Haley, H., Barnette, M. S., and Sarkar, S. K., “A noninvasive [99mTc]DTPA SPECT/CT imaging methodology as a measure of lung permeability in a guinea pig model of COPD.”, Mol Imaging Biol, vol. 13, pp. 923–929, 2011.

N. G. Bourbakis, Makrogiannis, S., and Kapogiannis, D., “A Synergistic Model for Monitoring Brain's Changes: A Case Study”, in ICTAI, 2011, pp. 1093-1098.

S. Makrogiannis, Ramachandran, R., Fishbein, K. W., Kapogiannis, D., Spencer, R. G., and Chia, C. W., “Towards segmentation of the thymus in fat and water parametric MR images.”, Conf Proc IEEE Eng Med Biol Soc, vol. 2011, pp. 8078–8081, 2011.

A. Santamaria-Pang, Dutta, S., Makrogiannis, S., Hara, A., Pavlicek, W., Silva, A., Thomsen, B., Robertson, S., Okerlund, D., Langan, D. A., and Bhotika, R., “Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging”, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 2010.

S. Makrogiannis, Serai, S., Fishbein, K. W., Laney, W., Schreiber, C., Ershler, W. B., Ferrucci, L., and Spencer, R. G. S., “Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images”, in BIBE, 2010, pp. 52-57.

S. Makrogiannis and Bourbakis, N. G., “Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features”, J. Electronic Imaging, vol. 19, p. 013002, 2010.

S. Makrogiannis, Bhotika, R., Miller, J. V., Skinner, J., and Vass, M., “Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures”, in MICCAI (1), 2009, pp. 239-246.

S. Makrogiannis, Verma, R., and Davatzikos, C., “Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor”, IEEE Trans. Med. Imaging, vol. 26, pp. 619-631, 2007.

S. Makrogiannis, Wellen, J., Wu, Y., Bloy, L., and Sarkar, S. K., “A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research”, in MMSP, 2007, pp. 324-327.

N. Bourbakis, Kakumanu, P., Makrogiannis, S., Bryll, R., and Panchanathan, S., “Neural network approach for image chromatic adaptation for skin color detection.”, Int J Neural Syst, vol. 17, no. 1, pp. 1-12, 2007.

N. G. Bourbakis, Yuan, P., and Makrogiannis, S., “Object recognition using wavelets, L-G graphs and synthesis of regions”, Pattern Recognition, vol. 40, pp. 2077-2096, 2007.

P. Kakumanu, Makrogiannis, S., and Bourbakis, N. G., “A survey of skin-color modeling and detection methods”, Pattern Recognition, vol. 40, pp. 1106-1122, 2007.

S. Makrogiannis, Verma, R., Karacali, B., and Davatzikos, C., “A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation”, 2006.

S. Makrogiannis and Bourbakis, N. G., “Localization Scale Selection for Scale-Space Segmentation”, in ICIAR, 2005, pp. 1-8.

N. G. Bourbakis, Makrogiannis, S., and Kavraki, D., “A Neural Network-Based Detection of Bleeding in Sequences of WCE Images”, in BIBE, 2005, pp. 324-327.

S. Makrogiannis, Economou, G., and Fotopoulos, S., “A region dissimilarity relation that combines feature-space and spatial information for color image segmentation”, IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 35, pp. 44-53, 2005.

S. Makrogiannis, Economou, G., Fotopoulos, S., and Bourbakis, N. G., “Segmentation of color images using multiscale clustering and graph theoretic region synthesis”, IEEE Transactions on Systems, Man, and Cybernetics, Part A, vol. 35, pp. 224-238, 2005.

S. Makrogiannis, Vanhamel, I., Fotopoulos, S., Sahli, H., and Cornelis, J., “Watershed-based multiscale segmentation method for color images using automated scale selection”, J. Electronic Imaging, vol. 14, p. 033007, 2005.

P. Kakumanu, Makrogiannis, S., Bryll, R. K., Panchanathan, S., and Bourbakis, N. G., “Image Chromatic Adaptation Using ANNs for Skin Color Adaptation”, in ICTAI, 2004, pp. 478-485.

S. Makrogiannis and Bourbakis, N. G., “Motion Analysis with Application to Assistive Vision Technology”, in ICTAI, 2004, pp. 344-352.

S. Makrogiannis, Bourbakis, N. G., and Borek, S., “A Stochastic Optimization Scheme for Automatic Registration of Aerial Images”, in ICTAI, 2004, pp. 328-336.

S. Makrogiannis, Theoharatos, C., Economou, G., and Fotopoulos, S., “Color image segmentation using multiscale fuzzy C-means and graph theoretic merging”, in ICIP (1), 2003, pp. 985-988.