Publications

Makrogiannis S, Ramachandran R, Fishbein KW, Kapogiannis D, Spencer RG, Chia CW.  2011.  Towards segmentation of the thymus in fat and water parametric MR images.. Conf Proc IEEE Eng Med Biol Soc. 2011:8078–8081.

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

Makrogiannis S, Serai S, Fishbein KW, Laney W, Schreiber C, Ershler WB, Ferrucci L, Spencer RGS.  2010.  Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images. BIBE. :52-57.

Makrogiannis S, Bourbakis NG.  2010.  Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features. J. Electronic Imaging. 19:013002.

Makrogiannis S, Bhotika R, Miller JV, Skinner J, Vass M.  2009.  Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures. MICCAI (1). :239-246.

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

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

Bourbakis N, Kakumanu P, Makrogiannis S, Bryll R, Panchanathan S.  2007.  Neural network approach for image chromatic adaptation for skin color detection.. Int J Neural Syst. 17(1):1-12.

Bourbakis NG, Yuan P., Makrogiannis S.  2007.  Object recognition using wavelets, L-G graphs and synthesis of regions. Pattern Recognition. 40:2077-2096.

Kakumanu P., Makrogiannis S, Bourbakis NG.  2007.  A survey of skin-color modeling and detection methods. Pattern Recognition. 40:1106-1122.

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

Makrogiannis S, Bourbakis NG.  2005.  Localization Scale Selection for Scale-Space Segmentation. ICIAR. :1-8.

Bourbakis NG, Makrogiannis S, Kavraki D.  2005.  A Neural Network-Based Detection of Bleeding in Sequences of WCE Images. BIBE. :324-327.

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

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

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

Kakumanu P., Makrogiannis S., Bryll RK, Panchanathan S, Bourbakis NG.  2004.  Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. ICTAI. :478-485.

Makrogiannis S, Bourbakis NG.  2004.  Motion Analysis with Application to Assistive Vision Technology. ICTAI. :344-352.

Makrogiannis S., Bourbakis NG, Borek S.  2004.  A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. ICTAI. :328-336.

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

Bourbakis NG, Makrogiannis S..  2003.  An L-G {&} SPNG Based Model for Brain Biometrics. ICTAI. :628-635.

Bourbakis NG, Yuan P., Makrogiannis S..  2003.  Object Recognition Using Local - Global Graphs. ICTAI. :616-627.

Makrogiannis S., Economou G., Fotopoulos S..  2002.  A fuzzy region dissimilarity measure using feature space information. Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on.

Makrogiannis S., Economou G, Fotopoulos S.  2002.  Region oriented compression of color images using fuzzy inference and fast merging. Pattern Recognition. 35:1807-1820.

Economou G, Fotinos A., Makrogiannis S, Fotopoulos S.  2001.  Color image edge detection based on nonparametric density estimation. ICIP (1). :922-925.