Jansen-MIDAS: A multi-level photomicrograph segmentation software based on isotropic undecimated wavelets.

Microsc Res Tech

DFQB - Departamento de Física, Química e Biologia, FCT - Faculdade de Ciências e Tecnologia, UNESP - Univ Estadual Paulista, Presidente Prudente, São Paulo, 19060-900, Brazil.

Published: January 2018

Image segmentation, the process of separating the elements within a picture, is frequently used for obtaining information from photomicrographs. Segmentation methods should be used with reservations, since incorrect results can mislead when interpreting regions of interest (ROI). This decreases the success rate of extra procedures. Multi-Level Starlet Segmentation (MLSS) and Multi-Level Starlet Optimal Segmentation (MLSOS) were developed to be an alternative for general segmentation tools. These methods gave rise to Jansen-MIDAS, an open-source software. A scientist can use it to obtain several segmentations of hers/his photomicrographs. It is a reliable alternative to process different types of photomicrographs: previous versions of Jansen-MIDAS were used to segment ROI in photomicrographs of two different materials, with an accuracy superior to 89%.

Download full-text PDF

Source
http://dx.doi.org/10.1002/jemt.22952DOI Listing

Publication Analysis

Top Keywords

multi-level starlet
8
segmentation
6
jansen-midas multi-level
4
multi-level photomicrograph
4
photomicrograph segmentation
4
segmentation software
4
software based
4
based isotropic
4
isotropic undecimated
4
undecimated wavelets
4

Similar Publications

Jansen-MIDAS: A multi-level photomicrograph segmentation software based on isotropic undecimated wavelets.

Microsc Res Tech

January 2018

DFQB - Departamento de Física, Química e Biologia, FCT - Faculdade de Ciências e Tecnologia, UNESP - Univ Estadual Paulista, Presidente Prudente, São Paulo, 19060-900, Brazil.

Image segmentation, the process of separating the elements within a picture, is frequently used for obtaining information from photomicrographs. Segmentation methods should be used with reservations, since incorrect results can mislead when interpreting regions of interest (ROI). This decreases the success rate of extra procedures.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!