Title:
IMAGE PROCESSING DEVICE, IMAGE PROCESSING PROGRAM, AND OPERATING METHOD FOR IMAGE PROCESSING DEVICE
Document Type and Number:
WIPO Patent Application WO/2014/050131
Kind Code:
A1
Abstract:
[Problem] To propose a method for using high-order energy that is effective when using a graph cut technique for the segmentation of images. [Solution] When using a graph cut process for binary labeling, a labeling means (13) is used to select N(>3) pixels in image data so as to represent a prescribed shape in the image, minimizes the high-order energy of at least the Nth order in which the pixel values of the N pixels are variables, and carries out the labeling.
Inventors:
KITAMURA YOSHIRO (JP)
Application Number:
PCT/JP2013/005753
Publication Date:
April 03, 2014
Filing Date:
September 27, 2013
Export Citation:
Assignee:
FUJIFILM CORP (JP)
International Classes:
G06T7/60; G06T7/00
Foreign References:
| JP2010287091A | 2010-12-24 | |||
| JP2011206531A | 2011-10-20 | |||
| JP2010287091A | 2010-12-24 |
Other References:
V. KOLMOGOROV ET AL.: "What energy functions can be minimized via Graph Cuts?", IEEE PAMI, vol. 26, no. 2, February 2004 (2004-02-01), pages 147 - 159, XP011105986
JUN'ICHI KAMIYAMA ET AL.: "Simultaneous extraction of multiple organs using a combination of conditional statistical shape model and graph cuts", IEICE TECHNICAL REPORT, vol. 111, no. 389, 12 January 2012 (2012-01-12), pages 299 - 304, XP008179189
V. KOLMOGOROV; R. ZABIH: "What energy functions can be minimized via Graph Cuts?", IEEE PAMI, vol. 26, no. 2, 2004, XP001186952, DOI: doi:10.1109/TPAMI.2004.1262177
A. F. FRANGI ET AL.: "Multiscale vessel enhancement filtering", PROCEEDINGS OFMICCAI, 1998, pages 130 - 137, XP002345875, DOI: doi:10.1007/BFb0056195
C. WANG ET AL.: "A machine learning approach to extract spinal column centerline from three-dimensional CT data", PROCEEDINGS OF SPIE MI, vol. 72594T, 2009
M. LAW: "Three Dimensional Curvilinear Structure Detection Using Optimally Oriented Flux", PROCEEDINGS OF ECCV, 2008, pages 368 - 382, XP019109329
See also references of EP 2902970A4
JUN'ICHI KAMIYAMA ET AL.: "Simultaneous extraction of multiple organs using a combination of conditional statistical shape model and graph cuts", IEICE TECHNICAL REPORT, vol. 111, no. 389, 12 January 2012 (2012-01-12), pages 299 - 304, XP008179189
V. KOLMOGOROV; R. ZABIH: "What energy functions can be minimized via Graph Cuts?", IEEE PAMI, vol. 26, no. 2, 2004, XP001186952, DOI: doi:10.1109/TPAMI.2004.1262177
A. F. FRANGI ET AL.: "Multiscale vessel enhancement filtering", PROCEEDINGS OFMICCAI, 1998, pages 130 - 137, XP002345875, DOI: doi:10.1007/BFb0056195
C. WANG ET AL.: "A machine learning approach to extract spinal column centerline from three-dimensional CT data", PROCEEDINGS OF SPIE MI, vol. 72594T, 2009
M. LAW: "Three Dimensional Curvilinear Structure Detection Using Optimally Oriented Flux", PROCEEDINGS OF ECCV, 2008, pages 368 - 382, XP019109329
See also references of EP 2902970A4
Attorney, Agent or Firm:
YANAGIDA, Masashi et al. (JP)
Seiji Yanagida (JP)
Seiji Yanagida (JP)
Download PDF: