Unsupervised 2D gel electrophoresis image segmentation based on active contours

MA Savelonas, EA Mylona, D Maroulis - Pattern Recognition, 2012 - Elsevier
This work introduces a novel active contour-based scheme for unsupervised segmentation
of protein spots in two-dimensional gel electrophoresis (2D-GE) images. The proposed …

A computer-based technique for automated spot detection in proteomics images

EA Mylona, MA Savelonas, D Maroulis… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper introduces a novel computer-based technique for automated detection of protein
spots in proteomics images. The proposed technique is based on the localization of regional …

Combined Detection and Segmentation of Overlap** Erythrocytes in Microscopy Images Using Morphological Image Processing

LM Portuondo-Mallet, L Chinea-Valdés… - Computación y …, 2022 - scielo.org.mx
Segmentation of clusters of erythrocytes into their constituent single cells is a procedure
needed in various biomedical applications related to microscopy images. This task is part of …

An automatically initialized level-set approach for the segmentation of proteomics images

MA Savelonas, EA Mylona… - 2011 10th International …, 2011 - ieeexplore.ieee.org
This work introduces an automatically initialized level-set approach for the segmentation of
proteomics images. Level-set methods are natural candidates for this segmentation task …

Protein spot detection in 2D-GE images using morphological operators

EA Mylona, MA Savelonas, D Maroulis… - 2010 IEEE 23rd …, 2010 - ieeexplore.ieee.org
This work addresses the detection of protein spots in 2D gel electrophoresis images. A novel
morphology-based approach is proposed, which utilizes the dilation operator for the …

Pre-Procesamiento de Imágenes de Electroforesis Bidimensional en Gel Aplicado al Análisis Proteómico

MM Goez Mora - 2017 - repositorio.itm.edu.co
El uso de la proteomica es uno de los topicos de investigacion mas activos en la
biotecnologia, la cual se refiere a toda aplicación tecnológica que utilice sistemas …

Morphological approach for detection of protein spots from 2D-gel image

BM Sahoo, RK Rout, MK Sah - 2016 International Conference …, 2016 - ieeexplore.ieee.org
The present paper on detection of Protein spots from 2D gel image used several
morphological operators. Protein spots are associated mostly with those regions whose …

Image analysis and processing with applications in proteomics and medicine

E Mylona - ELCVIA Electronic Letters on Computer Vision and …, 2015 - elcvia.cvc.uab.es
This thesis introduces unsupervised image analysis algorithms for the segmentation of
several types of images, with an emphasis on proteomics and medical images …

Detection of protein spots from complex region on real gel image

C Sun, Y Xu, J Jia, Y He - Bio-Inspired Computing and Applications: 7th …, 2012 - Springer
Protein spot detection is an important step in gel image analysis. The results of spot
detection may substantially influence gel image analysis. One of the most challenges of spot …