Membrane computing and image processing: a short survey

D Díaz-Pernil, MA Gutiérrez-Naranjo… - Journal of Membrane …, 2019 - Springer
Membrane computing is a well-known research area in computer science inspired by the
organization and behavior of live cells and tissues. Their computational devices, called P …

A multiscale optimization approach to detect exudates in the macula

C Agurto, V Murray, H Yu, J Wigdahl… - IEEE Journal Of …, 2014 - ieeexplore.ieee.org
Pathologies that occur on or near the fovea, such as clinically significant macular edema
(CSME), represent high risk for vision loss. The presence of exudates, lipid residues of …

Fully automatized parallel segmentation of the optic disc in retinal fundus images

D Díaz-Pernil, I Fondon, F Peña-Cantillana… - Pattern Recognition …, 2016 - Elsevier
This paper presents a fully automatic parallel software for the localization of the optic disc
(OD) in retinal fundus color images. A new method has been implemented with the Graphics …

Distributed video analysis for the advancing out of school learning in mathematics and engineering project

CW Eilar, V Jatla, MS Pattichis… - 2016 50th Asilomar …, 2016 - ieeexplore.ieee.org
The paper proposes an open-source, maintainable system for detecting human activity in
video datasets using scalable hardware architectures. The system is validated by detecting …

The promise of big data technologies and challenges for image and video analytics in healthcare

AS Panayides, CS Pattichis… - 2016 50th Asilomar …, 2016 - ieeexplore.ieee.org
There is a growing need for developing fast and scalable methods for storing and
processing large databases of healthcare images and videos. The paper reviews current …

Wearable acceleration-based human activity recognition using AM-FM signal decomposition

G Biagetti, P Crippa, L Falaschetti… - … : Proceedings of the 14th …, 2022 - Springer
This paper presents an efficient technique for real-time recognition of human activities using
accelerometer signals alone. It is based on amplitude modulation frequency modulation (AM …

Real-time diabetic retinopathy patient screening using multiscale AM-FM methods

V Murray, C Agurto, S Barriga… - 2012 19th IEEE …, 2012 - ieeexplore.ieee.org
In this paper we present a robust and improved system for diabetic retinopathy (DR)
screening. The goal of the system is to automatically screen out digital fundus photographs …

Bio-inspired parallel computing of representative geometrical objects of holes of binary 2D-images

D Díaz-Pernil, A Berciano… - … Journal of Bio …, 2017 - inderscienceonline.com
In this paper, we present a bio-inspired parallel implementation of a solution of the problem
of looking for the representative geometrical objects of the homology groups in a binary 2D …

Fast and parallel computation of the discrete periodic radon transform on gpus, multicore cpus and fpgas

C Carranza, M Pattichis… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
The Discrete Periodic Radon Transform (DPRT) has many important applications in
reconstructing images from their projections and has recently been used in fast and scalable …

Embedded AM-FM Signal Decomposition Algorithm for Continuous Human Activity Monitoring

G Biagetti, P Crippa, D Bocchini, M Alessandrini… - Procedia Computer …, 2022 - Elsevier
AM-FM decomposition techniques have been successfully used for extracting significative
features from a large variety of signals, helping realtime signal monitoring and pattern …