US5602934A
Expired / Lapsed
US
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Adaptive digital image signal filtering
Assignee: University of California
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Filing: 1993-09-08
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Granted: 1997-02-11
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Expires: 2013-09-08
Abstract
Abstract A plurality of digitized subimage signal sets is generated by low-pass filtering an input digital image signal set along a respectively corresponding plurality of directions within the image. Thereafter, a set of noise-smoothed digital image signals is generated as a weighted combination of this first plurality of subimage signal sets. Preferably, the weight accorded to each subimage contribution is a function of the difference between the subimage and the original image, thus making the resultant filter adaptive to tissue structure.
Inventors
- 👤 Jianhua Li
- 👤 Haiguang Chen
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-28 10:36
CPC Classifications
G; G06; G06T; G06T5/00; G06T5/20; G01; G01R; G01R33/00; G01R33/20; G01R33/44; G01R33/48; G01R33/54; G01R33/56; G01R33/5608
Claims Analysis
Total Claims: 40
Claim 1
Independent Claim
83 words
A method for filtering input digital image signals representing the arrayed pixels of a digitized image, said method comprising the steps of: low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 2
Independent Claim
83 words
A method for filtering input digital image signals representing the arrayed pixels of a digitized image, said method comprising the steps of: low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 3
Dependent Claim
31 words
A method as in claim 1 where said weighted combination of each subimage signal set is a function of the difference between that subimage and the input digital image signal set.
Claim 4
Dependent Claim
23 words
A method as in claim 2 wherein a weighted input to said noise-smoothed digital image by a subimage decreases as said difference increases.
Claim 5
Dependent Claim
72 words
A method as in claim 1 further comprising: generating a plurality of further digitized subimage signal sets by high-pass filtering said noise-smoothed digital image signals along each of a respectively corresponding plurality of directions within said image; and generating a set of sharpened digital image signals as a weighted combination of said plurality of further subimage signal sets by combining further subimage signal sets that have been modified by respective weighting factors.
Claim 6
Dependent Claim
33 words
A method as in claim 2 wherein a weighted combination of the differences between the subimages and the input digital image set is used to produce a set of sharpened digital image signals.
Claim 7
Dependent Claim
34 words
A method as in claim 4 or 5 wherein said noise-smoothed digital image signals and a portion of said sharpened digital image signals are combined to produce a composite filtered output image signal set.
Claim 8
Dependent Claim
20 words
A method as in claim 1 or 4 wherein said low-pass filtering is performed by linear space invariant low-pass filtering.
Claim 9
Dependent Claim
58 words
A method as in claim 7 wherein said linear space invariant low-pass filtering is performed in each of said directions by generating for each pixel a weighted combination of a predetermined number of its nearest neighbors in a line parallel to that direction by combining said predetermined number of nearest neighbors, each weighted by a respective weighting factor.
Claim 10
Dependent Claim
28 words
A method as in claim 1 or 4 wherein said plurality of directions of low-pass filtering includes four directions oriented at substantially 45° angular invervals within said image.
Claim 11
Dependent Claim
26 words
A method as in claim 8 wherein said plurality of directions of low-pass filtering includes four directions oriented at substantially 45° angular invervals within said image.
Claim 12
Dependent Claim
16 words
A method as in claim 4 wherein said high-pass filtering is performed by nonsymmetric high-pass filtering.
Claim 13
Dependent Claim
44 words
A method as in claim 11 wherein said nonsymmetric high-pass filtering is performed in each of said directions for high-pass filtering by generating for each pixel a weighted combination of a predetermined number of its nearest neighbors in a line parallel to that direction.
Claim 14
Dependent Claim
24 words
A method as in claim 12 wherein said weighted combination is generated nonsymmetrically both with respect to spatial direction and with respect to polarity.
Claim 15
Dependent Claim
28 words
A method as in claim 12 or 13 wherein said plurality of directions of high-pass filtering includes four directions oriented at substantially 45° angular intervals within said image.
Claim 16
Dependent Claim
83 words
Apparatus for filtering input digital image signals representing the arrayed pixels of a digitized image, said apparatus comprising: means for low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and means for generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 17
Dependent Claim
83 words
Apparatus for filtering input digital image signals representing the arrayed pixels of a digitized image, said apparatus comprising: means for low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and means for generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 18
Dependent Claim
34 words
Apparatus as in claim 15 including means for causing said weighted combination of each subimage signal set to be a function of the difference between that subimage and the input digital image signal set.
Claim 19
Dependent Claim
26 words
Apparatus as in claim 16, including means for causing a weighted input to said noise-smoothed digital image by a subimage to decrease as said difference increases.
Claim 20
Dependent Claim
75 words
Apparatus as in claim 15 further comprising: means for generating a plurality of further digitized subimage signal sets by high-pass filtering said noise-smoothed digital image signals along each of a respectively corresponding plurality of directions within said image; and means for generating a set of sharpened digital image signals as a weighted combination of said plurality of further subimage signal sets by combining further subimage signal sets that have been modified by respective weighting factors.
Claim 21
Dependent Claim
36 words
Apparatus as in claim 16 including means for causing a weighted combination of the differences between the subimages and the input digital image set to be used to produce a set of sharpened digital image signals.
Claim 22
Dependent Claim
37 words
Apparatus as in claim 18 or 19 including means for effecting said noise-smoothed digital image signals and a portion of said sharpened digital image signals to be combined to produce a composite filtered output image signal set.
Claim 23
Dependent Claim
20 words
Apparatus as in claim 15 or 18 including means for effecting said low-pass filtering by linear space invariant low-pass filtering.
Claim 24
Dependent Claim
58 words
Apparatus as in claim 21 including means for performing said linear space invariant low-pass filtering in each of said directions by generating for each pixel a weighted combination of a predetermined number of its nearest neighbors in a line parallel to that direction by combining said predetermined number of nearest neighbors, each weighted by a respective weighting factor.
Claim 25
Dependent Claim
31 words
Apparatus as in claim 15 or 18 including means for causing said plurality of directions of low-pass filtering to include four directions oriented at substantially 45° angular invervals within said image.
Claim 26
Dependent Claim
29 words
Apparatus as in claim 22 including means for causing said plurality of directions of low-pass filtering to include four directions oriented at substantially 45° angular invervals within said image.
Claim 27
Dependent Claim
16 words
Apparatus as in claim 18 including means for performing said high-pass filtering by nonsymmetric high-pass filtering.
Claim 28
Dependent Claim
41 words
Apparatus as in claim 25 including means for performing said nonsymmetric high-pass filtering in each of said directions by generating for each pixel a weighted combination of a predetermined number of its nearest neighbors in a line parallel to that direction.
Claim 29
Dependent Claim
24 words
Apparatus as in claim 26 including means for generating said weighted combination nonsymmetrically both with respect to spatial direction and with respect to polarity.
Claim 30
Dependent Claim
31 words
Apparatus as in claim 26 or 27 including means for causing said plurality of directions of high-pass filtering to include four directions oriented at substantially 45° angular intervals within said image.
Claim 31
Dependent Claim
101 words
An MRI system comprising an MR image data processor incorporating an array processor, said MR image data processor being programmed to effect the following signal processing for filtering input digital image signals representing the arrayed pixels of a digitized image: low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 32
Dependent Claim
101 words
An MRI system comprising an MR image data processor incorporating an array processor, said MR image data processor being programmed to effect the following signal processing for filtering input digital image signals representing the arrayed pixels of a digitized image: low-pass filtering said input digital image signals along each of a plurality of directions within said image to produce a respectively corresponding plurality of digitized subimage signal sets; and generating a set of noise-smoothed digital image signals as a weighted combination of said plurality of subimage signal sets by combining subimage signal sets that have been modified by respective weighting factors.
Claim 33
Dependent Claim
43 words
An MRI system as in claim 29, wherein said MR image data processor being programmed to cause said weighted combination of each subimage signal set to be effected in dependence upon the difference between that subimage and the input digital imagine signal set.
Claim 34
Dependent Claim
31 words
An MRI system as in claim 30, said MR image data processor being programmed to cause the contribution to said noise-smoothed digital image by a subimage decreases as said difference increases.
Claim 35
Dependent Claim
79 words
An MRI system as in claim 29, said MR image data processor being programmed to generate a plurality of further digitized subimage signal sets by high-pass filtering said noise-smoothed digital image signals along each of a respectively corresponding plurality of directions within said image; and generate a set of sharpened digital image signals as a weighted combination of said plurality of further subimage signal sets by combining further subimage signal sets that have been modified by respective weighting factors.
Claim 36
Dependent Claim
43 words
An MRI system as in claim 30, said MR image data processor being programmed to cause a weighted combination of the differences between the subimages and the input digital image set to be used to produce a set of sharpened digital image signals.
Claim 37
Dependent Claim
44 words
An MRI system as in claim 32 or 33, said MR image data processor being programmed to cause said noise-smoothed digital image signals and a portion of said sharpened digital image signals to be combined to produce a composite filtered output image signal set.
Claim 38
Dependent Claim
27 words
An MRI system as in claim 29 or 32, said MR image data processor being programmed to effect said low-pass filtering by linear space invariant low-pass filtering.
Claim 39
Dependent Claim
50 words
An MRI system as in claim 35, said MR image data processor being programmed to effect said linear space invariant low-pass filtering in each of said directions by generating for each pixel a weighted combination of a predetermined number of its nearest neighbors in a line parallel to that direction.
Claim 40
Dependent Claim
37 words
An MRI system as in claim 29 or 32, said MR image processor being programmed to cause said plurality of directions of low-pass filtering to include four directions oriented at substantially 45° angular intervals within said image.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2000-02-11 | 2000-08-12 | 2001-02-11 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2004-02-11 | 2004-08-12 | 2005-02-11 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2008-02-11 | 2008-08-12 | 2009-02-11 | $7700.00 | Window Closed / Lapsed |