Fast center-line extraction for quantification of vessels in confocal microscopy images
نویسندگان
چکیده
In this paper we present a novel method for the 3D centerline extraction of elongated objects such as vessels. This method unites the basic ideas in distance transformbased, thinning, and path planning methods to extract thin and connected centerlines. This fast approach needs no user interaction or any prior knowledge of the object shape. Centerline extraction is the first and most important step towards the quantification of vascular images which is beneficial for research, diagnosis, surgery planning, and therapy. The results confirm the superiority of our proposed method when applied to the complex branching structures of vessels in the confocal microscopy images of a rat brain.
منابع مشابه
Snake modeling and distance transform approach to vascular centerline extraction and quantification.
A new method for fully automated centerline extraction and quantification of microvascular structures in confocal microscopy (CM) images is presented. Our method uses the idea of active contour models as well as path planning and distance transforms for the three-dimensional centerline extraction of elongated objects such as vessels. The proposed approach is especially efficient for centerline ...
متن کاملPattern Quantification and Automatic Bench - marking Data - set Generation on confocal microscopy images
Title of master thesis: Cellular Pattern Quantification and Automatic Bench-marking Data-set Generation on confocal microscopy images Chi Cui, Master of Engineering, 2010 Thesis directed by: Professor Joseph JaJa Department of Electrical and Computer Engineering The distribution, directionality and motility of the actin fibers control cell shape, affect cell function and are different in cancer...
متن کاملFast and Automatic Nuclei Extraction from Cluttered Images in 3d Confocal Microscopy
We describe here a framework for robust and automated extraction of nuclei from cluttered 3D images, enabling the quantification of parameters including number of cells, number of mitoses and mitotic orientation. The proposed framework combines novel PDE-based image processing techniques for image filtering and analysis. Starting from a 2-channel staining of nuclei and membrane markers of the t...
متن کاملReconstruction and representation of caudal vasculature of zebrafish embryo from confocal scanning laser fluorescence microscopic images
Three-dimensional (3D) reconstruction from a series of sections is an important technique in medical imaging, particularly for visualization of blood vessels from angiography. Here, we present a framework for automatic segmentation and registration of different kind of blood vessels from 2-day-old zebrafish embryos. Series of optical sections were acquired from confocal microscopy with the bloo...
متن کاملVariations of the Normal Human Limbal Stem Cells Detected by In Vivo Confocal Microscopy
Background To report normal variations of the limbal structures using in vivo laser scanning confocal microscopy. Methods: This was a retrospective study of fourteen eyes from 11 healthy individuals. Confocal imaging of cornea and limbus was performed using Heidelberg Retina Tomograph III Rostock Corneal Module. Results: The typical structure of the palisades of Vogt (POV) was detected ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2002