Patent US5960102A successfully refreshed from Google Patents.
US5960102A
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US
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X-ray image processing method and device for performing that method in which a portion corresponding to an x-ray absorption filter is selectively processed
Assignee: US Philips Corp
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Filing: 1996-09-16
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Granted: 1999-09-28
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Expires: 2016-09-16
Abstract
Abstract An image processing method is provided to remove areas from an image made by x-irradiation, said areas corresponding to absorption filters in the x-ray beam. Because such filters, also known as x-ray shutters, are inserted into the x-ray beam from the outside of the x-ray beam, x-ray shutter-areas extend from the periphery of the image. Therefore, once the edge of an x-ray shutter-areas has been determined, the part of the image located between the periphery and the x-ray shutter-edge is removed. X-ray shutter-edges are determined by locating transition-points in the image having brightness-transitions having maxima of both the first and second spatial derivatives of the brightness-value. An x-ray shutter-edge is then determined by fitting a curve through the transition-points. The curve fitting is performed with the use of weight-factors that are representative of the likelihood that a transition-point is on an actual x-ray shutter-edge. This likelihood is larger for transition-points which are closer to the periphery of the image, for transition-points having low image roughness towards the periphery of the image. Furthermore, a transition-point having a large height of its brightness-transition is more likely to be on an actual x-ray shutter-edge.
Inventors
- 👤 Alexander H.W. Van Eeuwijk
- 👤 Steven Lobregt
- 👤 Raoul Florent
- 👤 Jacques Breitenstein
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-09 10:29
CPC Classifications
A; A61; A61B; A61B6/00; A61B6/52; A61B6/5211; A61B6/5252; G; G06; G06T; G06T5/00; G06T5/90; G06T5/94; G06T7/00; G06T7/10; G06T7/12; G06T2207/00; G06T2207/10; G06T2207/10116; G06T2207/20; G06T2207/20004; G06T2207/20012; G06T2207/30; G06T2207/30004; Y; Y10; Y10S; Y10S378/00; Y10S378/901
Claims Analysis
Total Claims: 26
Claim 1
Independent Claim
96 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises determining from the stored image an edge of said portion, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing all information content in said portion such that the modified image has no information content in said portion.
Claim 2
Dependent Claim
96 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises determining from the stored image an edge of said portion, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing all information content in said portion such that the modified image has no information content in said portion.
Claim 3
Dependent Claim
23 words
An image processing method as claimed in claim 1, wherein the selective processing comprises removing substantially said entire portion from the stored image.
Claim 4
Dependent Claim
30 words
An image processing method as claimed in claim 1, wherein the selective processing comprises assigning a same uniform value to pixels in substantially said entire portion in the stored image.
Claim 5
Dependent Claim
69 words
An image processing method as claimed in claim 1, wherein the determining an edge comprises: a grouping step to select a group of transition-points in the image having a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge.
Claim 6
Dependent Claim
79 words
An image processing method as claimed in claim 4, wherein the grouping step comprises: a region-selection step to select a region of interest extending from a periphery of the image, a division-step to divide said region of interest into sections, and a weight-assignment step to assign weights to said transition-points, a weight for a transition-point depending on image features around said transition-point and a weight for a transition-point depending decreasingly on a distance between said transition-point and said periphery.
Claim 7
Dependent Claim
42 words
An image processing method as claimed in claim 5, wherein the grouping step comprises a first-estimate step to determine a first-estimate for a position of a transition-point in a section and a step to determine more accurately the transition-point from said first-estimate.
Claim 8
Dependent Claim
75 words
An image processing method as claimed in claim 5, wherein the weight-assignment step comprises: computation of first and second spatial derivatives of brightness-values near respective transition-points, and employing substantial concurrence of a maximum of said first derivative with a brightness-variation and with a maximum of said second derivative at the peripheral side of said brightness-variation for selecting the position of said brightness-variation as a transition-point and assigning said weight on the basis of said concurrence.
Claim 9
Dependent Claim
41 words
An image processing method as claimed in claim 5, wherein the weight assignment step is followed by a point-selection step for selecting a transition-point having the highest weight in a section and retaining only said selected transition-points in said selected group.
Claim 10
Dependent Claim
39 words
An image processing method as claimed in claim 4, wherein determining an edge is followed by an edge-verification step comprising computation of a reliability-parameter for an edge being determined and comparison of said reliability-parameter with a predetermined threshold level.
Claim 11
Dependent Claim
71 words
An image processing method as claimed in claim 9, wherein for a plurality of transition-points said reliability parameter is computed and where comparison of said reliability parameter to said predetermined reference level indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by comparison of pixel-values of collections of pixels on different sides of the curve.
Claim 12
Dependent Claim
110 words
An image processing method as claimed in claim 9, wherein for a plurality of transition-points said reliability parameter is computed and where comparison of said reliability parameter to said predetermined reference level indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by determining a magnitude of a first spatial derivatives of brightness-values of pixels in the stored image between the curve and the periphery of the stored image, said derivative being negative in the direction from the curve to the periphery of the stored image and comparing said magnitude to a predetermined reference value.
Claim 13
Dependent Claim
36 words
An image processing method as claimed in claim 6, wherein the weight-assignment step comprises: computation of image roughness, computation of transition-height, and computation of said weights depending on image roughness and transition height for respective transition-points.
Claim 14
Dependent Claim
101 words
An image processor to process an image which is formed by x-ray imaging and stored in an image memory, which image after completion of its formation by x-ray imaging contains a portion corresponding to an x-ray absorption filter, comprising means for determining from the image an edge of said portion and means, utilizing the determined edge, for forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing all information content from the stored image in said portion such that the modified image has no information content from the stored image in said portion.
Claim 15
Dependent Claim
101 words
An image processor to process an image which is formed by x-ray imaging and stored in an image memory, which image after completion of its formation by x-ray imaging contains a portion corresponding to an x-ray absorption filter, comprising means for determining from the image an edge of said portion and means, utilizing the determined edge, for forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing all information content from the stored image in said portion such that the modified image has no information content from the stored image in said portion.
Claim 16
Dependent Claim
48 words
An x-ray examination apparatus comprising an x-ray absorption filter between an x-ray detector and an x-ray source for irradiating an object to form an x-ray image on the x-ray detector, comprising an image processor according to claim 13 and having an input port coupled to the x-ray detector.
Claim 17
Dependent Claim
232 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a region-selection step to select a region of interest extending from a periphery of the image, a division-step to divide said region of interest into sections, a weight-assignment step to assign weights to one or more transition-points determined in each region, a weight for a transition-point depending on image features around said transition-point and a weight for a transition-point depending decreasingly on a distance between said transition-point and said periphery, a grouping step to select a group of transition-points in the image according to the assigned weight to have a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
Claim 18
Dependent Claim
232 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a region-selection step to select a region of interest extending from a periphery of the image, a division-step to divide said region of interest into sections, a weight-assignment step to assign weights to one or more transition-points determined in each region, a weight for a transition-point depending on image features around said transition-point and a weight for a transition-point depending decreasingly on a distance between said transition-point and said periphery, a grouping step to select a group of transition-points in the image according to the assigned weight to have a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
Claim 19
Dependent Claim
36 words
An image processing method as claimed in claim 15, wherein the weight-assignment step comprises: computation of image roughness, computation of transition-height, and computation of said weights depending on image roughness and transition height for respective transition-points.
Claim 20
Dependent Claim
63 words
An image processing method as claimed in claim 15, wherein the weight-assignment step comprises: computation of first spatial derivatives of brightness-values peripheral to respective transition-points, computation of respective average brightness-value of pixels towards the center to said transition-points, computation of respective ratios of said respective first spatial derivatives and said respective average brightness-values, and assigning said weights on the basis of said ratios.
Claim 21
Dependent Claim
60 words
An image processing method as claimed in claim 15, wherein the curve-fitting step is followed by a reassigning step for reassigning a value to a weight of a transition-point in dependence on a distance between said transition-point and a curve fitted through the group whereto said transition-point belongs, and in that the curve-fitting step is reiterated employing said reassigned weight.
Claim 22
Dependent Claim
75 words
An image processing method as claimed in claim 15, wherein the weight-assignment step comprises: computation of first and second spatial derivatives of brightness-values near respective transition-points, and employing substantial concurrence of a maximum of said first derivative with a brightness-variation and with a maximum of said second derivative at the peripheral side of said brightness-variation for selecting the position of said brightness-variation as a transition-point and assigning said weight on the basis of said concurrence.
Claim 23
Dependent Claim
222 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a grouping step to select a group of transition-points in the image having a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, verifying the determined edge by computation of a reliability-parameter for an edge being determined and comparison of said reliability-parameter with a predetermined threshold level, wherein the comparison indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by comparison of pixel-values of collections of pixels on different sides of the curve, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
Claim 24
Dependent Claim
222 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a grouping step to select a group of transition-points in the image having a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, verifying the determined edge by computation of a reliability-parameter for an edge being determined and comparison of said reliability-parameter with a predetermined threshold level, wherein the comparison indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by comparison of pixel-values of collections of pixels on different sides of the curve, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
Claim 25
Dependent Claim
261 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a grouping step to select a group of transition-points in the image having a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, verifying the determined edge by computation of a reliability-parameter for an edge being determined and comparison of said reliability-parameter with a predetermined threshold level, wherein the comparison indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by determining a magnitude of a first spatial derivatives of brightness-values of pixels in the stored image between the curve and the periphery of the stored image, said derivative being negative in the direction from the curve to the periphery of the stored image and comparing said magnitude to a predetermined reference value, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
Claim 26
Dependent Claim
261 words
An image processing method to process an image which is formed by x-ray imaging and stored in an image memory, the stored image after completion of its formation by x-ray imaging containing a portion corresponding to an x-ray absorption filter, which image processing method comprises: determining from the stored image an edge of said portion, wherein said determining comprises a grouping step to select a group of transition-points in the image having a higher brightness towards the center of the image and a lower brightness towards the periphery of the stored image, and a curve-fitting step to fit a curve through said group of transition-points, said curve forming a representation of said edge, verifying the determined edge by computation of a reliability-parameter for an edge being determined and comparison of said reliability-parameter with a predetermined threshold level, wherein the comparison indicates the presence of said portion corresponding to an x-ray absorption filter for fewer transition-points than a predetermined reference number the edge-verification step is supplemented by determining a magnitude of a first spatial derivatives of brightness-values of pixels in the stored image between the curve and the periphery of the stored image, said derivative being negative in the direction from the curve to the periphery of the stored image and comparing said magnitude to a predetermined reference value, and utilizing the determined edge, forming a modified image from the stored image by selectively processing said portion to be non-distracting by removing substantially all information content in said portion such that the modified image has substantially no information content in said portion.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2002-09-27 | 2003-03-29 | 2003-09-28 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2006-09-27 | 2007-03-29 | 2007-09-28 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2010-09-27 | 2011-03-29 | 2011-09-28 | $7700.00 | Window Closed / Lapsed |