Publications

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.

N. G. Bourbakis and Makrogiannis, S., “An L-G {&} SPNG Based Model for Brain Biometrics”, in ICTAI, 2003, pp. 628-635.

N. G. Bourbakis, Yuan, P., and Makrogiannis, S., “Object Recognition Using Local - Global Graphs”, in ICTAI, 2003, pp. 616-627.

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

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

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

S. Makrogiannis, Economou, G., and Fotopoulos, S., “A Fuzzy Dissimilarity Function for Region Based Segmentation of Color Images”, IJPRAI, vol. 15, pp. 255-267, 2001.

H. Theoharatos, Makrogiannis, S., Ifantis, A., and Fotopoulos, S., “A GENERIC RETRIEVAL METHOD USING PERCEPTUAL COLOR SPACE AND LOCAL DENSITY ESTIMATION”, Int. Workshop on Very Low Bitrate Video Coding (VLBV). pp. 147-151, 2001.

S. Makrogiannis, Economou, G., and Fotopoulos, S., “A Graph Theory Approach For Automatic Segmentation Of Color Images”, in In International Workshop on Very Low Bit-rate Video, 2001.

S. Makrogiannis, Schelkens, P., Fotopoulos, S., and Cornelis, J., “Region-oriented compression of color images using fuzzy inference and shape adaptive DCT”, in ICIP (3), 2001, pp. 478-481.

S. Makrogiannis, Vanhamel, I., Sahli, H., and Fotopoulos, S., “Scale space segmentation of color images using watersheds and fuzzy region merging”, in ICIP (1), 2001, pp. 734-737.