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Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity
(Neural Computing and Applications, 2018)
Automatic computational scheme for segmentation, volumetric assessment and analysis of multiple sclerosis lesions in magnetic resonance images of the human brain
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2019-09-27)
Multiple Sclerosis (MS) is an inflammatory demyelinating (that is, with myelin loss) disease of the Central Nervous System (CNS). It is considered an autoimmune disease in which the immune system wrongly recognizes the ...
Automated left atrial time-resolved segmentation in MRI long-axis cine images using active contours
(Universidad de Ingeniería y TecnologíaBioMed CentralPE, 2021-06-19)
Background: Segmentation of the left atrium (LA) is required to evaluate atrial size and function, which are
important imaging biomarkers for a wide range of cardiovascular conditions, such as atrial fbrillation, stroke, ...
A new approach for 3D segmentation of cellular tomograms obtained using three-dimensional electron microscopy
(IEEE, 2004)
Electron tomography allows determination of the three-dimensional structures of cells and tissues at resolutions significantly higher than is possible with optical microscopy. Electron tomograms contain, in principle, vast ...
Handwritten Arabic Documents Segmentation into Text Lines using Seam Carving
Inspired from human perception and common text documents characteristics based on readability constraints, an Arabic text line segmentation approach is proposed using seam carving. Taking the gray scale of the image as ...
Interactive image segmentation of non-contiguous classes using particle competition and cooperation
(2015-01-01)
Semi-supervised learning methods employ both labeled and unlabeled data in their training process. Therefore, they are commonly applied to interactive image processing tasks, where a human specialist may label a few pixels ...
Gold-standard and improved framework for sperm head segmentation
(ELSEVIER IRELAND LTD, 2014)
Semen analysis is the first step in the evaluation of an infertile couple. Within this process, an accurate and objective morphological analysis becomes more critical as it is based on the correct detection and segmentation ...
A 3D generalization of user-steered live-wire segmentation
(Elsevier Science BvAmsterdamHolanda, 2000)
Interactive Image Segmentation using Particle Competition and Cooperation
(Ieee, 2015-01-01)
Many interactive image processing approaches are based on semi-supervised learning, which employ both labeled and unlabeled data in its training process. In the interactive image segmentation problem, a human specialist ...