TY - JOUR
T1 - Image segmentation with fast distance transform (FDT) and morphological skeleton in microalgae Raceway culture systems applications
AU - Bautista-Monroy, S. S.
AU - Salgado-Ramírez, J. C.
AU - Gómez-Aldapa, C. A.
AU - Téllez-Jurado, A.
AU - Ortega-Palacios, R.
AU - Jiménez-Escalona, J. C.
AU - Cadena-Ramírez, A.
N1 - Publisher Copyright:
© 2021, Universidad Autonoma Metropolitana. All rights reserved.
PY - 2021/5/1
Y1 - 2021/5/1
N2 - Image segmentation is an important process in digital image analysis, there are several algorithms to carry out this process. In this work, an algorithm little studied in the segmentation of images is defined and that is also applicable in the processing of videos of biological systems, especially, the cultivation of microalgae in Raceway bioreactors. This algorithm is known as the Fast Distance Transform (FDT) and when operating it with the morphological skeleton, an algorithm capable of determining the number of objects in an image. Performs a separation when there is agglomeration due to the quantity and proximity of the objects and rebuild them regardless of the geometric shape they present, through the maximum points of brightness, centroids and area. With the above, it is possible to give individual monitoring, to describe the behavior of microalgae inside a Raceway bioreactor.
AB - Image segmentation is an important process in digital image analysis, there are several algorithms to carry out this process. In this work, an algorithm little studied in the segmentation of images is defined and that is also applicable in the processing of videos of biological systems, especially, the cultivation of microalgae in Raceway bioreactors. This algorithm is known as the Fast Distance Transform (FDT) and when operating it with the morphological skeleton, an algorithm capable of determining the number of objects in an image. Performs a separation when there is agglomeration due to the quantity and proximity of the objects and rebuild them regardless of the geometric shape they present, through the maximum points of brightness, centroids and area. With the above, it is possible to give individual monitoring, to describe the behavior of microalgae inside a Raceway bioreactor.
KW - Bioreactor
KW - Fast distance transform (FDT)
KW - Image segmentation
KW - Morphological skeleton
KW - Videos
UR - http://www.scopus.com/inward/record.url?scp=85108532670&partnerID=8YFLogxK
U2 - 10.24275/rmiq/Cat2294
DO - 10.24275/rmiq/Cat2294
M3 - Artículo
AN - SCOPUS:85108532670
SN - 1665-2738
VL - 20
SP - 885
EP - 898
JO - Revista Mexicana de Ingeniera Quimica
JF - Revista Mexicana de Ingeniera Quimica
IS - 2
ER -