Lung lobe and segmental lobe extraction from 3D chest CT datasets based on figure decomposition and Voronoi division

Kensaku Mori; Yuichi Nakada; Takayuki Kitasaka; Yasuhito Suenaga; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori

doi:10.1117/12.773281

11 March 2008 Lung lobe and segmental lobe extraction from 3D chest CT datasets based on figure decomposition and Voronoi division

Kensaku Mori, Yuichi Nakada, Takayuki Kitasaka, Yasuhito Suenaga, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori

Author Affiliations +

Proceedings Volume 6914, Medical Imaging 2008: Image Processing; 69144K (2008) https://doi.org/10.1117/12.773281
Event: Medical Imaging, 2008, San Diego, California, United States

Abstract

In this paper, we present a method for segmenting lung lobe regions and segmental lobe regions from 3D CT datasets. In a CAD system for the chest, it is very important to understand structures of the chest by a computer. It is required to develop algorithms that automatically segment organ regions of the chest area from input 3-D chest CT datasets. This paper tries to divide lung regions into lung lobe regions and segmental lobe regions by the figure decomposition process and the Voronoi division process. In this method, we enhance sheet structures on CT images by using eigenvalues of a Hessian matrix. Also, the lung regions are segmented by simple thresholding and morphological filtering. Then, we subtract sheet structures from the lung regions. By applying the figure decomposition process, we obtain each lung lobe region. Segmental lobe regions are obtained by the Voronoi division process using bronchial branch information The proposed method was applied to thirteen cases of 3-D chest CT images. Experimental results showed that the proposed method can extract lung lobe regions and segmental lobe regions even for cases of incomplete fissure or over-extraction of interlobar pleura.

Citation Download Citation

Kensaku Mori, Yuichi Nakada, Takayuki Kitasaka, Yasuhito Suenaga, Hirotsugu Takabatake, Masaki Mori, and Hiroshi Natori "Lung lobe and segmental lobe extraction from 3D chest CT datasets based on figure decomposition and Voronoi division", Proc. SPIE 6914, Medical Imaging 2008: Image Processing, 69144K (11 March 2008); https://doi.org/10.1117/12.773281

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available