Publications

C. E. Harris, Okorie, U., Bakic, P. R., and Makrogiannis, S., “Evaluating breast density classification by sparse approximation classifiers and deep networks using simulated digital mammograms”, in Virtual Imaging Trials in Medicine, 2024.

F. Boukari and Makrogiannis, S., “Automated Cell Tracking using Motion Prediction-based Matching and Event Handling”, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 17, no. 3, pp. 959-971, 2020.

A. M. Okorie and Makrogiannis, S., “Automated Feature-Based Registration Techniques for Satellite Imagery”, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). pp. 5137-5140, 2017.

T. Dassopoulos, Karargyris, A., Makrogiannis, S., and Bourbakis, N., “A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine”, 2017 IEEE EMBS International Conference on Biomedical Health Informatics (BHI). pp. 117-120, 2017.

C. Zhang and Makrogiannis, S., “Finding the N-cuts of Watershed Partitions for Image Segmentation”, in Advances in Visual Computing, vol. 9474, Springer International Publishing, 2015, pp. 221-230.

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.

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

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, 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.

S. Makrogiannis, Fotopoulos, S., Christopoulos, V., Cornelis, J., and Schelkens, P., “A Very Low Bit Rate Compression Method Using Color Segmentation and Orthogonal Base Function Approximation”, International Conference on Augmented, Virtual Environments and Three-Dimensional Images (EUROIMAGE ICAV 3D 2001) . pp. 49-52, 2001.

S. Makrogiannis, Economou, G., and Fotopoulos, S., “A Color Preserving Image Segmentation Method”, European Conference on Circuit Theory and Design (ECCTD ’99), vol. 2. pp. 928-931, 1999.