Biomedical Image Analysis using AM-FM Representations

Pattichis, M.S. and Bovik, A.C., “Analyzing image Structure by multidimensional frequency Modulation,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 5, pp. 753-766, May 2007, PMID: 17356197.

Agurto, C., Murray, V., Barriga, E., Murillo, S., Pattichis, M.S., Davis, H., Russell, S.R., Abramoff, M.D., and Soliz, P., “Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection,” IEEE Transactions on Medical Imaging, vol. 29, no. 2, pp. 502-512, February 2010, PMID: 20129850.

Murray, V., Rodriguez, P., and Pattichis, M.S., “ Multi-scale AM-FM Demodulation and Reconstruction Methods with Improved Accuracy,” IEEE Transactions on Image Processing, vol 19, no. 2, pp. 1138-1152, May 2010, PMID: 20071260.

Agurto, C., Barriga, S., Murray, V., Nemeth, S., Crammer, R., Bauman, W., Zamora, G., Pattichis, M.S., and Soliz, P., “Automatic Detection of Diabetic Retinopathy and Age-Related Macular Degeneration in Digital Fundus Images,” Investigative Ophthalmology and Visual Science, vol. 52, no. 8, pp. 5862-5871, July 2011, PMID: 21666234.

Constantinou, K., Constantinou, I., Pattichis, C.S., and Pattichis, M.S., “Medical Image Analysis Using AM-FM Models and Methods,” IEEE Reviews in Biomedical Engineering, 2020.

Biomedical Video Communications

A. Panayides and M. S. Pattichis, "Atherosclerotic Plaque Ultrasound Video Encoding, Wireless Transmission, and Quality Assessment Using H.264", IEEE Transactions on Information Technology in Biomedicine, 25(1):119-133, Jan 2011.

Panayides, A., Antoniou, Z., Mylonas, Y., Pattichis, M.S., Pitsillides, A., Constantinides, A.G., Pattichis, C.S., “High-Resolution, Low-delay, and Error-resilient Medical Ultrasound Video Communication Using H.264/AVC Over Mobile WiMAX Networks,” IEEE Journal of Biomedical and Health Informatics, pp. 619-628, May 2013.

Morphological image analysis methods for stroke prediction (invited journal based on best Conference paper award)

Kyriacou, Edward, Marios S. Pattichis, Constantinos S. Pattichis, Andreas Mavrommatis, Christina I. Christodoulou, Stavros Kakkos, and Andrew Nicolaides “Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images,” Applied Intelligence 30, no. 1 (2009): 3-23.

Video Activity Recognition

Jacoby, A., Pattichis, M., Celedón-Pattichis, S., and LópezLeiva, Context-sensitive Human Activity Classification in Collaborative Learning Environments," IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 141-144, 2018.

Dynamically reconfigurable architectures for image and video processing

Carranza, C., Pattichis, M.S., and Llamocca, D., “Fast and Parallel Computation of the Discrete Periodic Radon Transform on GPUs, Multicore CPUs and FPGAs,” 25th IEEE International Conference on Image Processing (ICIP), pp. 4158-4162, 2018.

Cesar Carranza, Daniel Llamocca, and Marios Pattichis, Fast 2d convolutions and cross-correlations using scalable architectures", IEEE Transactions on Image Processing, 26(5):2230-2245, 2017

C. Carranza, D. Llamocca, and M. Pattichis. "Fast and scalable computation of the forward and inverse discrete periodic radon transform", IEEE Transactions on Image Processing, 25(1):119-133, Jan 2016