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Matrix inversion tomosynthesis improvements in longitudinal X-ray slice imaging

Assignee: Duke University
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Filing: 1987-12-01
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Granted: 1990-02-20
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Expires: 2007-12-01
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Abstract

Abstract The present invention describes improvements to digital tomosynethesis, whereby a plurality of x-ray projection images are shifted and summed to form a matrix of tomographs at variable plane heights. Prior to tomosynthesis, the projection images are weighted by a weighting function which falls off towards shallower angles of the x-ray tube during acquisition, in order to improve the reconstructability of between-plane structures. A matrix of blurring functions is then determined, describing the blurring of structures in all planes for every tomosynthesis reconstruction. Actual patient structures are then reconstructed by solving a matrix equation containing the matrix of tomosynthesized images and the matrix of blurring functions. The patient structure images are then improved by a hybrid correction routine which combines low spatial frequencies from a wide swing of the x-ray source with high and mid spatial frequencies from a narrow swing of the x-ray source. The data, once hybrid corrected, is further corrected using an interative technique to improve the reconstruction of low spatial frequencies. This iterative technique corrects each column of each image by sequentially determining if errant frequency components are present at the edge of the images where the patient is not present. If errant frequency components are found, they are subtracted from the entire image column. Lastly, a DC level correction is performed which corrects for errant zero frequency components by adding a constant value to each image column to force the edge of each image to zero. The data is finally displayed on a display monitor. An interleaving technique is used to vary reconstructed plane heights in order to permit improved interplane resolution.

Inventors

  • 👤 James T. Dobbins, III

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-04 17:08
CPC Classifications
G; G06; G06T; G06T12/00; G06T12/20; G06T2211/00; G06T2211/40; G06T2211/424; G06T2211/436; Y; Y10; Y10S; Y10S378/00; Y10S378/901

Claims Analysis

Total Claims: 106
Claim 1
Independent Claim 119 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of projection images, for: (a) shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) correcting said matrix P for low spatial frequency components; and (e) displaying images indicative of contents of said matrix P.
Claim 2
Dependent Claim 119 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of projection images, for: (a) shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) correcting said matrix P for low spatial frequency components; and (e) displaying images indicative of contents of said matrix P.
Claim 3
Dependent Claim 22 words
An apparatus as in claim 1 wherein said processing means is also for correcting said images to improve reconstruction of between-plane structures.
Claim 4
Dependent Claim 63 words
An apparatus as in claim 1 wherein said processing means is also for weighting said projection images before said shifting and reconstructing, each said image being weighted in a way such that images obtained towards a ninety-degree orientation of said x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientation of said x-ray source and detection means.
Claim 5
Dependent Claim 46 words
An apparatus as in claim 3 wherein said processing means includes means for imaging an area outside said subject and correcting all of said image by an amount to cancel non-zero image components of said area outside said subject, to correct for said low spatial frequencies.
Claim 6
Dependent Claim 57 words
An apparatus as in claim 4 wherein said imaging means includes means for imaging an area outside said subject, means for determining a DC level in a predetermined area of said area outside of the subject, and means for adding a correction factor to said image to reduce said DC level to zero in said predetermined area.
Claim 7
Dependent Claim 58 words
An apparatus as in claim 5 wherein said imaging means includes means for iteratively determining low spatial frequency components of said area outside the subject, means for determining inverses of said low spatial frequency components, and means for adding said inverses to said image to zero out said low spatial frequency components in said area outside the subject.
Claim 8
Dependent Claim 65 words
An apparatus as in claim 6 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 9
Dependent Claim 42 words
An apparatus as in claim 7 wherein said x-ray tomography machine comprises: a patient table for receiving a patient; an x-ray source on one side of said patient; and means for receiving an x-ray image on the other side of said patient.
Claim 10
Dependent Claim 35 words
An apparatus as in claim 8 further comprising an array processor coupled to said processing means, for Fourier transforming said plurality of x-ray images and for solving said matrix equation, thereby accelerating said processing means.
Claim 11
Dependent Claim 46 words
An apparatus as in claim 1 wherein said processing means includes means for imaging an area outside said subject and correcting all of said image by an amount to cancel non-zero image components of said area outside said subject, to correct for said low spatial frequencies.
Claim 12
Dependent Claim 49 words
An apparatus as in claim 10 wherein said imaging means includes means for determining a DC level in a predetermined area of said area outside of the subject, and means for adding a correction factor to said image to reduce said DC level to zero in said predetermined area.
Claim 13
Dependent Claim 58 words
An apparatus as in claim 10 wherein said imaging means includes means for iteratively determining low spatial frequency components of said area outside the subject, means for determining inverses of said low spatial frequency components, and means for adding said inverses to said image to zero out said low spatial frequency components in said area outside the subject.
Claim 14
Dependent Claim 65 words
An apparatus as in claim 1 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 15
Dependent Claim 155 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of projection images, for: (a) weighting each said projection image according to a position of each said image, such that images obtained toward a ninety degree orientation of said x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientations of said x-ray source and detection means; (b) shifting and reconstructing said projection images to obtain a tomosynthesis matrix of images T; (c) acquiring a blurring matrix F representing out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; and (e) displaying images indicative of the contents of said matrix P.
Claim 16
Dependent Claim 155 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of projection images, for: (a) weighting each said projection image according to a position of each said image, such that images obtained toward a ninety degree orientation of said x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientations of said x-ray source and detection means; (b) shifting and reconstructing said projection images to obtain a tomosynthesis matrix of images T; (c) acquiring a blurring matrix F representing out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; and (e) displaying images indicative of the contents of said matrix P.
Claim 17
Dependent Claim 25 words
An apparatus as in claim 14 wherein said processing means includes means for imaging an area outside said subject and correcting for non-zero components thereof.
Claim 18
Dependent Claim 109 words
An apparatus as in claim 15 further comprising: means for analyzing an image area of a particular column of a particular image of said matrix P, said image area being one outside the subject; means for determining a non-zero component of said image area and producing a correction value substantially equal to said non-zero component, but having a negative value compared therewith; means for adding said correction value to said column to zero out said area outside said subject; and means for controlling said analyzing means, said determining means and said adding means to operate for all of said columns in all of said images in said matrix P.
Claim 19
Dependent Claim 74 words
An apparatus as in claim 16 wherein said processing means further comprises: means for imaging an area outside the subject; means for iteratively determining a plurality of low spatial frequencies; means for determining non-zero components of said area outside the subject respectively occurring at said plurality of low spatial frequencies; and means for adding a value of each of said spatial frequencies to said image which cancels said low spatial frequencies in said area.
Claim 20
Dependent Claim 65 words
An apparatus as in claim 17 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 21
Dependent Claim 109 words
An apparatus as in claim 14 further comprising: means for analyzing an image area of a particular column of a particular image of said matrix P, said image area being one outside the subject; means for determining a non-zero component of said image area and producing a correction value substantially equal to said non-zero component, but having a negative value compared therewith; means for adding said correction value to said column to zero out said area outside said subject; and means for controlling said analyzing means, said determining means and said adding means to operate, for all of said columns in all of aid images in said matrix P.
Claim 22
Dependent Claim 74 words
An apparatus as in claim 14 wherein said processing means further comprises: means for imaging an area outside the subject; means for iteratively determining a plurality of low spatial frequencies; means for determining non-zero components of said area outside the subject respectively occurring at said plurality of low spatial frequencies; and means for adding a value of each of said spatial frequencies to said image which cancels said low spatial frequencies in said area.
Claim 23
Dependent Claim 29 words
An apparatus as in claim 20 wherein said processing means further comprises a column counter and a frequency counter for maintaining a count of respective columns and frequencies, respectively.
Claim 24
Dependent Claim 65 words
An apparatus as in claim 14 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 25
Dependent Claim 25 words
An apparatus as in claim 12 wherein said processing means is also for receiving said plurality of images and Fourier transforming said plurality of images.
Claim 26
Dependent Claim 162 words
An apparatus as in claim 14 wherein said processing means is also for: (f) initiating an image counter which points to a specific image contained in said matrix P; (g) initiating a frequency counter which maintains a spatial frequency value ω; (h) determining if areas outside said subject for said image represented by said image counter have a non-zero value at said frequency ω; (i) determining a value to cancel said non-zero value, and adding said value to said image of said subject; (j) determining if said frequency value ω is below a limit; (k) incrementing said frequency value ω if below said limit and repeating said functions (h)-(k) until above said limit; (l) determining if said image counter is above a limit; (m) incrementing said image counter if below said limit and repeating said functions (g)-(m) until said image counter is above said limit; and (n) displaying images indicative of contents of said matrix P as corrected by said functions (f)-(m).
Claim 27
Dependent Claim 45 words
An apparatus as in claim 24 wherein said processing means includes means for imaging an area outside said subject and correcting all of said image by an amount to cancel non-zero image components of said area outside said subject, to correct for low spatial frequencies.
Claim 28
Dependent Claim 56 words
An apparatus as in claim 25 wherein said imaging means includes means for imaging an area outside said subject, means for determining a DC level in a predetermined area of said area outside of the subject, and means for adding a correction factor to said image to cancel out said DC level in said predetermined area.
Claim 29
Dependent Claim 38 words
An apparatus as in claim 26 wherein said imaging means includes means for iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 30
Dependent Claim 65 words
An apparatus as in claim 27 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 31
Dependent Claim 42 words
An apparatus as in claim 28 wherein said x-ray tomography machine comprises a patient table for receiving a patient; an x-ray source on one side of said patient; and means for receiving an x-ray image on the other side of said patient.
Claim 32
Dependent Claim 92 words
An apparatus as in claim 29 wherein said imaging means further comprises: a frequency counter for maintaining a count of a particular spatial frequency; a column counter for maintaining a count of a particular image column; means for analyzing an image area which is outside the subject for said particular image column to determine a value of said particular frequency; means for adding a value of said frequency to said column in order to cancel out said particular frequency; means for incrementing said frequency counter; and means for incrementing said column counter.
Claim 33
Dependent Claim 159 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject and of an area outside said subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of images, for: (a) shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) determining a DC level in at least a portion of said area outside of the subject; (e) adding a correction factor to said image to substantially zero out said DC level in said predetermined area, to form a corrected matrix P; and (f) displaying images indicative of contents of said corrected matrix P.
Claim 34
Dependent Claim 159 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject and of an area outside said subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of images, for: (a) shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) determining a DC level in at least a portion of said area outside of the subject; (e) adding a correction factor to said image to substantially zero out said DC level in said predetermined area, to form a corrected matrix P; and (f) displaying images indicative of contents of said corrected matrix P.
Claim 35
Dependent Claim 60 words
An apparatus as in claim 31 wherein said processing means is also for weighting said projection images before shifting and correcting, each image being weighted in a way such that images obtained towards a ninety-degree orientation of said x-ray source and detection means are weighted higher than images obtained towards shallower angle orientation on said x-ray source and detection means.
Claim 36
Dependent Claim 38 words
An apparatus as in claim 32 wherein said processing means includes means for iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 37
Dependent Claim 65 words
An apparatus as in claim 33 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 38
Dependent Claim 59 words
An apparatus as in claim 34 wherein said processing means comprises: means for analyzing an image area outside the subject for a particular column in a particular image; means for determining a non-zero DC component of said column; and means for adding values to each of said columns in said images which zeros out said area outside said subject.
Claim 39
Dependent Claim 38 words
An apparatus as in claim 31 wherein said processing means includes means for iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 40
Dependent Claim 65 words
An apparatus as in claim 31 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 41
Dependent Claim 59 words
An apparatus as in claim 31 wherein said processing means comprises: means for analyzing an image area outside the subject for a particular column in a particular image; means for determining a non-zero DC component of said column; and means for adding values to each of said columns in said images which zero out said area outside said subject.
Claim 42
Dependent Claim 87 words
An apparatus as in claim 31 wherein said imaging means further comprises: a frequency counter for maintaining a count of a particular spatial frequency: a column counter for maintaining a count of a particular image column; means for analyzing an image area outside the subject for said particular column to determine a value of said particular frequency; means for adding a value of said frequency to said column which zeros out said particular frequency; means for incrementing said frequency counter; and means for incrementing said column counter.
Claim 43
Dependent Claim 203 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine including an x-ray source, and detection means for producing a plurality of x-ray images of a subject including data from a wide scan of said x-ray source and data from a narrow scan of an x-ray source; and processing means, connected to receive said plurality of images, for; (a) Fourier transforming said plurality of x-ray images; (b) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing said narrow and wide swings of said x-ray tube respectively; (c) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W respectively; (d) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively, to obtain matrices PN and PW respectively, each representing only in-focus components of said x-ray imaged subject; (e) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (f) inverse Fourier transforming said matrix P to obtain a matrix P; and (g) displaying images indicative of contents of said matrix P.
Claim 44
Dependent Claim 203 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine including an x-ray source, and detection means for producing a plurality of x-ray images of a subject including data from a wide scan of said x-ray source and data from a narrow scan of an x-ray source; and processing means, connected to receive said plurality of images, for; (a) Fourier transforming said plurality of x-ray images; (b) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing said narrow and wide swings of said x-ray tube respectively; (c) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W respectively; (d) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively, to obtain matrices PN and PW respectively, each representing only in-focus components of said x-ray imaged subject; (e) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (f) inverse Fourier transforming said matrix P to obtain a matrix P; and (g) displaying images indicative of contents of said matrix P.
Claim 45
Dependent Claim 60 words
An apparatus as in claim 40 wherein said processing means is also for weighting said projection images before shifting and correcting, each image being weighted in a way such that images obtained towards a ninety-degree orientation of said x-ray source and detection means are weighted heavier than images obtained towards shallower angle orientation of said x-ray source and detection means.
Claim 46
Dependent Claim 32 words
An apparatus as in claim 41 wherein said correcting means is also for imaging an area outside said subject and correcting for non-zero spatial frequency components of said area outside said subject.
Claim 47
Dependent Claim 54 words
An apparatus as in claim 42 wherein said processing means further includes means for imaging an area outside said subject, means for determining a DC level in a predetermined area outside of said subject, and means for adding a correction factor to said image to zero out said DC level in said predetermined area.
Claim 48
Dependent Claim 38 words
An apparatus as in claim 43 wherein said processing means includes means for iteratively determining non-zero spatial frequency components of said area outside the subject and adding a correction to said image to zero out said non-zero areas.
Claim 49
Dependent Claim 24 words
An apparatus as in claim 44 wherein said processing means includes an array processor for Fourier transforming said images and for performing matrix operations.
Claim 50
Dependent Claim 99 words
An apparatus as in claim 45 wherein said imaging means further comprises: a frequency counter for maintaining a count of a particular image column; a column counter for maintaining a count of a particular image column; means for analyzing an image area which is outside the subject for said particular column to determine a value of said particular frequency; means for adding a value of said spatial frequency to said column in said image which cancels out said particular frequency in said area outside the subject; means for incrementing said frequency counter; and means for incrementing said column counter.
Claim 51
Dependent Claim 32 words
An apparatus as in claim 40 wherein said processing means is also for imaging an area outside said subject and correcting for non-zero spatial frequency components of said area outside said subject.
Claim 52
Dependent Claim 46 words
An apparatus as in claim 47 wherein said processing means further includes means for determining a DC level in a predetermined area outside of said subject, and means for adding a correction factor to said image to zero out said DC level in said predetermined area.
Claim 53
Dependent Claim 38 words
An apparatus as in claim 47 wherein said processing means includes means for iteratively determining non-zero spatial frequency components of said area outside the subject and adding a correction to said image to zero out said non-zero areas.
Claim 54
Dependent Claim 25 words
An apparatus as in claim 40 wherein said processing means includes an array processor for Fourier transforming said images and for performing said matrix operations.
Claim 55
Dependent Claim 98 words
An apparatus as in claim 40 wherein said imaging means further comprises: a frequency counter for maintaining a count of a particular frequency; a column counter for maintaining a count of a particular image column; means for analyzing an image area which is outside the subject for said particular column to determine a value of said particular frequency; means for adding a value of said spatial frequency to said column in said image which conceals out said particular frequency in said area outside the subject; means for incrementing said frequency counter; and means for incrementing said column counter.
Claim 56
Dependent Claim 261 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject and of areas outside said subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of images, for: (a) shifting and reconstructing said x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) initiating an image counter which points to a specific image in said matrix P; (e) initiating a frequency counter which maintains a spatial frequency value ω; (f) determining if said areas outside said subject at said image of said image counter have a non-zero value at said spatial frequency ω; (g) determining a value of said spatial frequency ω to cancel said non-zero value, and adding said value to said image of said subject; (h) determining if said frequency value ω is below a limit; (i) incrementing said frequency value ω if below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (j) determining if said image counter is above a limit; (k) incrementing said image counter if below said limit and repeating said functions (e)-(k) until said image counter is above said limit; and (l) displaying images indicative of contents of said matrix P as corrected by said functions (d)-(k).
Claim 57
Dependent Claim 261 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray projection images of a subject and of areas outside said subject including an x-ray source, and detection means; and processing means, connected to receive said plurality of images, for: (a) shifting and reconstructing said x-ray images to obtain a tomosynthesis matrix of images T; (b) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (c) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (d) initiating an image counter which points to a specific image in said matrix P; (e) initiating a frequency counter which maintains a spatial frequency value ω; (f) determining if said areas outside said subject at said image of said image counter have a non-zero value at said spatial frequency ω; (g) determining a value of said spatial frequency ω to cancel said non-zero value, and adding said value to said image of said subject; (h) determining if said frequency value ω is below a limit; (i) incrementing said frequency value ω if below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (j) determining if said image counter is above a limit; (k) incrementing said image counter if below said limit and repeating said functions (e)-(k) until said image counter is above said limit; and (l) displaying images indicative of contents of said matrix P as corrected by said functions (d)-(k).
Claim 58
Dependent Claim 60 words
An apparatus as in claim 52 wherein said processing means is also for weighting said projection images before shifting and correcting, each image being weighted in a way such that images obtained towards a ninety-degree orientation of said x-ray source and detection means are weighted higher than images obtained towards shallower angle orientation of said x-ray source and detection means.
Claim 59
Dependent Claim 50 words
An apparatus as in claim 53 wherein said processing means is also for imaging an area outside said subject, determining a DC level in a predetermined area outside of the subject, and for adding a correction factor to said image to zero out said DC level of said predetermined area.
Claim 60
Dependent Claim 65 words
An apparatus as in claim 54 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 61
Dependent Claim 42 words
An apparatus as in claim 55 wherein said x-ray tomography machine comprises a patient table for receiving a patient; an x-ray source on one side of said patient; and means for receiving an x-ray image on the other side of said patient.
Claim 62
Dependent Claim 44 words
An apparatus as in claim 52 wherein said processing means is also for determining a DC level in a predetermined area outside of the subject, and for adding a correction factor to said image to zero out said DC level of said predetermined area.
Claim 63
Dependent Claim 65 words
An apparatus as in claim 52 wherein said tomography machine includes means for producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 64
Dependent Claim 392 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray images of a subject and of areas outside said subject; and processing means, connected to receive said plurality of x-ray images of a subject and of areas outside said subject; and processing means, connected to receive said plurality of images, for: (a) Fourier transforming said plurality of x-ray images; (b) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing narrow and wide swings of said x-ray tube respectively; (c) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W ; (d) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; (e) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (f) inverse Fourier transforming said matrix P to obtain a matrix P; (g) initiating an image counter which points to a specific image of said matrix P; (h) initiating a frequency counter which maintains a spatial frequency value ω; (i) determining if said areas outside said subject at said image of said image counter have a non-zero value at said frequency ω; (j) determining a value of said spatial frequency to cancel said non-zero value, and adding said value to said image of said subject; (k) determining if said frequency value ω is below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (l) incrementing said frequency value ω if below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (m) determining if said image counter is above a limit; (n) incrementing said image counter if below said limit and repeating said functions (e)-(k) until said image counter is above said limit; and (o) determining a DC level in at least a portion of said area outside of the subject; (p) adding a correction factor to said image to substantially zero out said DC level in said portion; and (q) displaying images indicative of contents of a corrected matrix P.
Claim 65
Dependent Claim 392 words
A tomosynthesis apparatus, comprising: an x-ray tomography machine for producing a plurality of x-ray images of a subject and of areas outside said subject; and processing means, connected to receive said plurality of x-ray images of a subject and of areas outside said subject; and processing means, connected to receive said plurality of images, for: (a) Fourier transforming said plurality of x-ray images; (b) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing narrow and wide swings of said x-ray tube respectively; (c) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W ; (d) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; (e) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (f) inverse Fourier transforming said matrix P to obtain a matrix P; (g) initiating an image counter which points to a specific image of said matrix P; (h) initiating a frequency counter which maintains a spatial frequency value ω; (i) determining if said areas outside said subject at said image of said image counter have a non-zero value at said frequency ω; (j) determining a value of said spatial frequency to cancel said non-zero value, and adding said value to said image of said subject; (k) determining if said frequency value ω is below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (l) incrementing said frequency value ω if below said limit and repeating said functions (f), (g), (h) and (i) until above said limit; (m) determining if said image counter is above a limit; (n) incrementing said image counter if below said limit and repeating said functions (e)-(k) until said image counter is above said limit; and (o) determining a DC level in at least a portion of said area outside of the subject; (p) adding a correction factor to said image to substantially zero out said DC level in said portion; and (q) displaying images indicative of contents of a corrected matrix P.
Claim 66
Independent Claim 135 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: (a) producing a plurality of x-ray images of a subject and images of an area outside said subject; (b) shifting and reconstructing said x-ray images for tomosynthesis to obtain a matrix of images T; (c) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (e) determining a non-zero value of at least a portion of said area outside the subject; (f) adding a value to said image to cancel said non-zero value; and (g) displaying images indicative of contents of said matrix P as corrected in steps (e) and (f).
Claim 67
Independent Claim 135 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: (a) producing a plurality of x-ray images of a subject and images of an area outside said subject; (b) shifting and reconstructing said x-ray images for tomosynthesis to obtain a matrix of images T; (c) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (e) determining a non-zero value of at least a portion of said area outside the subject; (f) adding a value to said image to cancel said non-zero value; and (g) displaying images indicative of contents of said matrix P as corrected in steps (e) and (f).
Claim 68
Dependent Claim 59 words
A method as in claim 60 comprising the further step of weighting said images before shifting and correcting, each plane being weighted in a way such that images obtained toward a ninety degree orientation of said x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientations of said x-ray source and detection means.
Claim 69
Dependent Claim 36 words
A method as in claim 61 comprising the further steps of iteratively determining non-zero components of said area outside the subject and adding a correction for specified spatial frequency components to zero out said non-zero areas.
Claim 70
Dependent Claim 36 words
A method as in claim 60 comprising the further steps of iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 71
Dependent Claim 63 words
A method as in claim 60 comprising the further steps of producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and wherein said processing means is also for replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 72
Independent Claim 132 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray projection images of a subject; weighting each said projection image according to a position of each said image, such that images obtained toward a ninety degree orientation of an x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientations of said x-ray source and detection means; shifting and reconstructing said projection images to obtain a tomosynthesis matrix of images T; acquiring a blurring matrix F representing out-of-focus and in-focus components of said matrix T; obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; and displaying images indicative of the contents of said matrix P.
Claim 73
Independent Claim 132 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray projection images of a subject; weighting each said projection image according to a position of each said image, such that images obtained toward a ninety degree orientation of an x-ray source and detection means are more heavily weighted than images obtained towards shallower angle orientations of said x-ray source and detection means; shifting and reconstructing said projection images to obtain a tomosynthesis matrix of images T; acquiring a blurring matrix F representing out-of-focus and in-focus components of said matrix T; obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; and displaying images indicative of the contents of said matrix P.
Claim 74
Dependent Claim 23 words
A method as in claim 65 comprising the further step of imaging an area outside said subject and correcting for non-zero components thereof.
Claim 75
Dependent Claim 104 words
A method as in claim 66 comprising the further steps of: analyzing an image area of a particular column of a particular image of said matrix P, said image area being one outside the subject; determining a non-zero component of said image area and producing a correction value substantially equal to said non-zero component, but having a negative value compared therewith; adding said correction value to said column to zero out said area outside said subject; and controlling said analyzing step, said determining step and said adding step to operate for all of said columns in all of said images in said matrix P.
Claim 76
Dependent Claim 65 words
A method as in claim 67 comprising the further steps of: imaging an area outside the subject; iteratively determining a plurality of low spatial frequencies; determining non-zero components of said area outside the subject respectively occurring at said plurality of low spatial frequencies; and adding a value of each of said spatial frequencies to said image which cancels said low spatial frequencies in said area.
Claim 77
Dependent Claim 56 words
A method as in claim 68 comprising the further steps of: producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 78
Dependent Claim 104 words
A method as in claim 65 comprising the further steps of: analyzing an image area of a particular column of a particular image of said matrix P, said image area being one outside the subject; determining a non-zero component of said image area and producing a correction value substantially equal to said non-zero component, but having a negative value compared therewith; adding said correction value to said column to zero out said area outside said subject; and controlling said analyzing step, said determining step and said adding step to operate for all of said columns in all of said images in said matrix P.
Claim 79
Dependent Claim 65 words
A method as in claim 65 comprising the further steps of: imaging an area outside the subject; iteratively determining a plurality of low spatial frequencies; determining non-zero components of said area outside the subject respectively occurring at said plurality of low spatial frequencies; and adding a value of each of said spatial frequencies to said image which cancels said low spatial frequencies in said area.
Claim 80
Dependent Claim 20 words
A method as in claim 71 comprising the further step of: maintaining a count of respective columns and frequencies, respectively.
Claim 81
Dependent Claim 55 words
A method as in claim 65 comprising the steps of: producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 82
Dependent Claim 156 words
A method as in claim 65 comprising the further steps of: (a) initiating an image counter which points to a specific image contained in said matrix P; (b) initiating a frequency counter which maintains a spatial frequency value ω; (c) determining if areas outside said subject for said image represented by said image counter have a non-zero value at said frequency ω; (d) determining a value to cancel said non-zero value, and adding said value to said image of said subject; (e) determining if said frequency value ω is below a limit; (f) incrementing said frequency value ω if below said limit and repeating said steps (c)-(f) until above said limit; (g) determining if said image counter is above a limit; (h) incrementing said image counter if below said limit and repeating said steps (b)-(h) until said image counter is above said limit; and (i) displaying images indicative of contents of said matrix P as corrected.
Claim 83
Dependent Claim 75 words
A method as in claim 65 comprising the further steps of: maintaining a count of a particular spatial frequency; maintaining a count of a particular image column; analyzing an image area which is outside the subject for said particular image column to determine a value of said particular frequency; adding a value of said frequency to said column in order to cancel out said particular frequency; incrementing said frequency counter; and incrementing said column counter.
Claim 84
Independent Claim 136 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray projection images of a subject and of an area outside said subject; shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; determining a DC level in at least a portion of said area outside of the subject; adding a correction factor to said image to substantially zero out said DC level in said predetermined area, to form a corrected matrix P; and displaying images indicative of contents of said corrected matrix P.
Claim 85
Independent Claim 136 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray projection images of a subject and of an area outside said subject; shifting and reconstructing said projection x-ray images to obtain a tomosynthesis matrix of images T; acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; determining a DC level in at least a portion of said area outside of the subject; adding a correction factor to said image to substantially zero out said DC level in said predetermined area, to form a corrected matrix P; and displaying images indicative of contents of said corrected matrix P.
Claim 86
Dependent Claim 58 words
A method as in claim 76 comprising the further step of: weighting said projection images before shifting and correcting, each image being weighted in a way such that images obtained towards a ninety-degree orientation of an x-ray source and detection means are weighted higher than images obtained towards shallower angle orientations of said x-ray source and detection means.
Claim 87
Dependent Claim 36 words
A method as in claim 77 comprising the further step of: iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 88
Dependent Claim 56 words
A method as in claim 78 comprising the further steps of: producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 89
Dependent Claim 53 words
A method as in claim 79 comprising the further steps of: analyzing an image area outside the subject for a particular column in a particular image; determining a non-zero DC component of said column; and adding values to each of said columns in said images which zero out said area outside said subject.
Claim 90
Dependent Claim 36 words
A method as in claim 76 comprising the further step of: iteratively determining non-zero components of said area outside the subject and adding a correction for specific spatial frequency components to zero out said non-zero areas.
Claim 91
Dependent Claim 56 words
A method as in claim 76 comprising the further step of: producing data from a wide scan of an x-ray source and data from a narrow scan of an x-ray source, and replacing low spatial frequencies from said narrow scan of said x-ray source with low spatial frequencies from said wide scan of said x-ray source.
Claim 92
Dependent Claim 53 words
A method as in claim 76 comprising the further steps of: analyzing an image area outside the subject for a particular column in a particular image; determining a non-zero DC component of said column; and adding values to each of said columns in said images which zero out said area outside said subject.
Claim 93
Dependent Claim 70 words
A method as in claim 76 comprising the further steps of: maintaining a count of a particular spatial frequency; maintaining a count of a particular image column; analyzing an image area outside the subject for said particular column to determine a value of said particular frequency; adding a value of said frequency to said column which zeros out said particular frequency; incrementing said frequency counter; and incrementing said column counter.
Claim 94
Independent Claim 182 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray images of a subject including data from a wide scan of said x-ray source and data from a narrow scan of an x-ray source; Fourier transforming said plurality of x-ray images; shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing said narrow and wide scans of said x-ray tube respectively; acquiring blurring matrices F N and F W having components which represent out-of focus and in-focus components of said matrices T N and T W respectively; multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively, to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; inverse Fourier transforming said matrix P to obtain a matrix P; and displaying images indicative of contents of said matrix P.
Claim 95
Independent Claim 182 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: producing a plurality of x-ray images of a subject including data from a wide scan of said x-ray source and data from a narrow scan of an x-ray source; Fourier transforming said plurality of x-ray images; shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing said narrow and wide scans of said x-ray tube respectively; acquiring blurring matrices F N and F W having components which represent out-of focus and in-focus components of said matrices T N and T W respectively; multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively, to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; inverse Fourier transforming said matrix P to obtain a matrix P; and displaying images indicative of contents of said matrix P.
Claim 96
Dependent Claim 58 words
A method as in claim 85 comprising the further steps of weighting said projection images before shifting and correcting, each image being weighted in a way such that images obtained towards a ninety-degree orientation of said x-ray source and detection means are weighted heavier than images obtained towards shallower angle orientations of said x-ray source and detection means.
Claim 97
Dependent Claim 30 words
A method as in claim 86 comprising the further steps of imaging an area outside said subject and correcting for non-zero spatial frequency components of said area outside said subject.
Claim 98
Dependent Claim 55 words
A method as in claim 87 comprising the further steps of imaging an area outside said subject, determining a DC level in a predetermined area outside of said subject, adding a correction factor to said image to zero out said DC level in said image to zero out said DC level in said predetermined area.
Claim 99
Dependent Claim 36 words
A method as in claim 88 comprising the further steps of iteratively determining non-zero spatial frequency components of said area outside the subject and adding a correction to said image to zero out said non-zero areas.
Claim 100
Dependent Claim 30 words
A method as in claim 85 comprising the further steps of imaging an area outside said subject and correcting for non-zero spatial frequency components of said area outside said subject.
Claim 101
Dependent Claim 40 words
A method as in claim 90 comprising the further steps of determining a DC level in a predetermined area outside of said subject, and adding a correction factor to said image to zero said DC level in said predetermined area.
Claim 102
Dependent Claim 36 words
A method as in claim 90 comprising the further steps of iteratively determining non-zero spatial frequency component of said area outside the subject and adding a correction to said image to zero out said non-zero areas.
Claim 103
Independent Claim 247 words
A method of matrix-inversion correction comprising the steps of: (a) producing a plurality of x-ray projection images of a subject and of areas outside said subject including an x-ray source, and detection means; (b) shifting and reconstructing said x-ray images to obtain a tomosynthesis matrix of images T; (c) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (e) initiating an image counter which points to a specific image in said matrix P; (f) initiating a frequency counter which maintains a spatial frequency value ω; (g) determining if said areas outside said subject at said image of said image counter have a non-zero value at said spatial frequency ω; (i) determining a value of said spatial frequency ω to cancel said non-zero value, and adding said value to said image of said subject; (j) determining if said frequency value ω is below a limit; (k) incrementing said frequency value ω if below said limit and repeating said steps (g)-(k) until above said limit; (l) determining if said image counter is above a limit; (m) incrementing said image counter if below said limit and repeating said steps (f)-(m) until said image counter is above said limit; and (n) displaying images indicative of contents of said matrix P as corrected by said steps (e)-(m).
Claim 104
Independent Claim 247 words
A method of matrix-inversion correction comprising the steps of: (a) producing a plurality of x-ray projection images of a subject and of areas outside said subject including an x-ray source, and detection means; (b) shifting and reconstructing said x-ray images to obtain a tomosynthesis matrix of images T; (c) acquiring a blurring matrix F having components which represent out-of-focus and in-focus components of said matrix T; (d) obtaining a matrix P representing only in-focus components of said x-ray imaged subject by solving a matrix equation including said matrix T and said matrix F; (e) initiating an image counter which points to a specific image in said matrix P; (f) initiating a frequency counter which maintains a spatial frequency value ω; (g) determining if said areas outside said subject at said image of said image counter have a non-zero value at said spatial frequency ω; (i) determining a value of said spatial frequency ω to cancel said non-zero value, and adding said value to said image of said subject; (j) determining if said frequency value ω is below a limit; (k) incrementing said frequency value ω if below said limit and repeating said steps (g)-(k) until above said limit; (l) determining if said image counter is above a limit; (m) incrementing said image counter if below said limit and repeating said steps (f)-(m) until said image counter is above said limit; and (n) displaying images indicative of contents of said matrix P as corrected by said steps (e)-(m).
Claim 105
Independent Claim 346 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: (a) producing a plurality of x-ray images of a subject and of areas outside said subject; (b) Fourier transforming said plurality of x-ray images; (c) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing narrow and wide swings of said x-ray tube respectively; (d) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W ; (e) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; (f) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (g) inverse Fourier transforming said matrix P to obtain a matrix P; (g) initiating an image counter which points to a specific image of said matrix P; (h) initiating a frequency counter which maintains a spatial frequency value ω; (i) determining if said areas outside said subject at said image of said image counter have a non-zero value at said frequency ω; (j) determining a value of said spatial frequency to cancel said non-zero value, and adding said value to said image of said subject; (k) determining if said frequency value ω is below a limit; (l) incrementing said frequency value ω if below said limit and repeating said steps (i)-l) until above said limit; (m) determining if said image counter is above a limit; (n) incrementing said image counter if below said limit and repeating said steps (h)-n) until said image counter is above said limit; and (o) determining a DC level in at least a portion of said area outside of the subject; (p) adding a correction factor to said image to substantially zero out said DC level in said portion; and (q) displaying images indicative of contents of a corrected matrix P.
Claim 106
Independent Claim 346 words
A method of matrix-inversion tomosynthesis correction, comprising the steps of: (a) producing a plurality of x-ray images of a subject and of areas outside said subject; (b) Fourier transforming said plurality of x-ray images; (c) shifting and reconstructing said x-ray images to obtain tomosynthesis matrices of images T N and T W representing narrow and wide swings of said x-ray tube respectively; (d) acquiring blurring matrices F N and F W having components which represent out-of-focus and in-focus components of said matrices T N and T W ; (e) multiplying said matrices T N and T W by inverses of said matrices F N and F W respectively to obtain matrices P N and P W respectively, each representing only in-focus components of said x-ray imaged subject; (f) replacing low spatial frequencies in said matrix P N with low spatial frequencies from said matrix P W to obtain a matrix P; (g) inverse Fourier transforming said matrix P to obtain a matrix P; (g) initiating an image counter which points to a specific image of said matrix P; (h) initiating a frequency counter which maintains a spatial frequency value ω; (i) determining if said areas outside said subject at said image of said image counter have a non-zero value at said frequency ω; (j) determining a value of said spatial frequency to cancel said non-zero value, and adding said value to said image of said subject; (k) determining if said frequency value ω is below a limit; (l) incrementing said frequency value ω if below said limit and repeating said steps (i)-l) until above said limit; (m) determining if said image counter is above a limit; (n) incrementing said image counter if below said limit and repeating said steps (h)-n) until said image counter is above said limit; and (o) determining a DC level in at least a portion of said area outside of the subject; (p) adding a correction factor to said image to substantially zero out said DC level in said portion; and (q) displaying images indicative of contents of a corrected matrix P.

References Cited (Backward Citations)

US3499146A Cited
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USPTO Annuity & Maintenance Windows

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