Detection of ribcage boundary from digital chest image
AssigneeMitsubishi Space Software Co., Ltd.
InventorOsamu Ozaki
Life of this patent
Estimating the term…
Abstract
To prevent erroneous detection of a ribcage boundary from a chest image, an outer search limit point is decided with precision. A profile of smoothed pixel-value integrated averages in each of right and left lung field of the image is obtained, a threshold for each of the right and left lung fields with the profile taken as a reference is decided, and each of the right and left lung fields is searched from a central part of each lung field outwardly on the image so that a position exceeding the threshold is determined. The position is set as the outer search limit point for a series of a upper lung ribcage boundary candidate points. In the search, in cases the position exceeding the threshold is not found, a first derivative of the profile is used to decide the outer search limit point.
Claims4
A system for detecting a ribcage boundary for computer-aided diagnosis requiring anatomical structure information to be detected from a digital chest image, comprising:
- means for obtaining a horizontal profile of smoothed pixel-value integrated averages in each of right and left lung fields of the image in the vicinity of ⅕ lung length;
- means for deciding a threshold for each of the right and left lung fields with each of the horizontal profiles taken as a reference;
- means for searching each of the right and left lung fields from a central part of each lung field outwardly on the digital chest image so as to determine a position exceeding each of the thresholds when the position being set as an outer search limit point for a series of upper lung ribcage boundary candidate points for a ribcage boundary;
- means for calculating a first derivative of the horizontal profile for examining changes in pixel value within each of the right and left lung fields in cases when the position exceeding each of the thresholds is not found;
- and
- means for searching not only a position from the central part of each of the right and left lung fields outwardly on the digital chest image within a predetermined search range, the position showing a maximum change in the first derivative, but also a position showing a maximal value in the horizontal profile within the search range for each of the right and left lung fields;
- and
- means for deciding a median between the maximal value and the position showing a maximum change in the first derivative as the outer search limit point for each of the right and left lung fields.
A method for detecting a ribcage boundary for computer-aided diagnosis requiring anatomical structure information to be detected from a digital chest image, comprising the steps of:
- obtaining a horizontal profile of smoothed pixel-value integrated averages in each of right and left lung fields of the image in the vicinity of ⅕ lung length;
- deciding a threshold for each of the right and left lung fields with each of the horizontal profiles taken as a reference;
- searching each of the right and left lung fields from a central part of each lung field outwardly on the digital chest image so as to determine a position exceeding each of the thresholds when the position being set as an outer search limit point for a series of upper lung ribcage boundary candidate points for a ribcage boundary;
- calculating a first derivative of the horizontal profile for examining changes in pixel value within each of the right and left lung fields in cases when the position exceeding each of the thresholds is not found;
- and
- searching not only a position from the central part of each of the right and left lung fields outwardly on the digital chest image within a predetermined search range, the position showing a maximum change in the first derivative, but also a position showing a maximal value in the horizontal profile within the search range for each of the right and left lung fields;
- and
- deciding a median between the maximal value and the position showing a maximum change in the first derivative as the outer search limit point for each of the right and left lung fields.
A method for detecting a ribcage boundary for computer-aided diagnosis requiring anatomical structure information to be detected from a digital chest image, comprising the steps of:
- setting a central position in each of right and left lung fields on the chest image, the central position being in the vicinity of a lung length of ½, the central position in each field being symmetric right and left with regard to a midline regarded as a symmetric axis;
- and
- deciding a search starting point for each of series of right and left ribcage boundary candidate points from a central position of each of the right and left lung fields outwardly on the chest image.
Dependencies are inferred from the claim text.