Patent US5662113A successfully refreshed from Google Patents.
US5662113A
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Edge enhancement system for ultrasound images
Assignee: Siemens Medical Solutions USA Inc
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Filing: 1995-06-30
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Granted: 1997-09-02
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Expires: 2015-06-30
Abstract
Abstract A method for enhancing an ultrasound image. The image is assumed to be in the form of an ordered array of pixels. Each pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field. Axial and lateral directions relative to the ultrasound beam used to generate the sound field are defined within the ordered array. The method of the present invention includes the steps of dividing the image into a plurality of processing blocks, picking blocks that satisfy certain statistical constraints for edge enhancement, enhancing the pixels in the selected blocks, and then displaying the pixels in each block, whether enhanced or not, that are above a display threshold for the block in question. The statistical constraints are determined by second order statistics with reference to the axial and later directions. In one embodiment of the present invention, sum and difference histograms are used to approximate the second order statistics, thereby reducing the computational load.
Inventors
- 👤 Dong-Chyuan Liu
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-09 21:42
CPC Classifications
G; G06; G06T; G06T5/00; G06T5/40; G06T5/73; G06T2207/00; G06T2207/10; G06T2207/10132; G06T2207/20; G06T2207/20021; G06T2207/20172; G06T2207/20192
Claims Analysis
Total Claims: 12
Claim 1
Independent Claim
146 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each said pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, said ordered array having an axial and lateral direction defined therein, said axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing said image into a plurality of processing blocks; selecting a block based on the second order statistics of the pixels in said selected block; for at least one pixel in said selected block, computing a mean intensity of pixels in the vicinity of said pixel; increasing said pixel intensity if said pixel intensity is greater than said computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean.
Claim 2
Independent Claim
146 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each said pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, said ordered array having an axial and lateral direction defined therein, said axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing said image into a plurality of processing blocks; selecting a block based on the second order statistics of the pixels in said selected block; for at least one pixel in said selected block, computing a mean intensity of pixels in the vicinity of said pixel; increasing said pixel intensity if said pixel intensity is greater than said computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean.
Claim 3
Dependent Claim
35 words
The method of claim 1 wherein said steps of increasing and decreasing said pixel intensity comprise transforming said pixel intensity according to a sigmoidal-shaped curve having a turning point at said computed mean pixel intensity.
Claim 4
Dependent Claim
38 words
The method of claim 1 wherein said step of computing the second order statistics includes computing the mean, variance, and correlation in a variable displacement direction using a two-degree-of-freedom co-occurrence matrix for the pixels of said selected block.
Claim 5
Independent Claim
180 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each said pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, said ordered array having an axial and lateral direction, said axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing the image into a plurality of processing blocks; selecting a block based on the second order statistics of the pixels in said selected block; for at least one pixel in said selected block, computing a mean intensity of pixels in the vicinity of said pixel; increasing the pixel intensity of said pixel if said pixel intensity is greater than said computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean, wherein the step of computing the second order statistics includes computing the mean, variance, and correlation in a variable displacement direction using a two-degree-of-freedom co-occurrence matrix for the pixels of the selected block.
Claim 6
Independent Claim
180 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each said pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, said ordered array having an axial and lateral direction, said axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing the image into a plurality of processing blocks; selecting a block based on the second order statistics of the pixels in said selected block; for at least one pixel in said selected block, computing a mean intensity of pixels in the vicinity of said pixel; increasing the pixel intensity of said pixel if said pixel intensity is greater than said computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean, wherein the step of computing the second order statistics includes computing the mean, variance, and correlation in a variable displacement direction using a two-degree-of-freedom co-occurrence matrix for the pixels of the selected block.
Claim 7
Independent Claim
181 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, the ordered array having an axial and lateral direction defined therein, the axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing the image into a plurality of processing blocks; selecting a block based on two-degree-of-freedom, second-order statistics of the pixels in the selected block; for at least one selected pixel in said selected block, computing a mean intensity of pixels in the vicinity of the selected pixel; increasing the selected pixel's intensity if the selected pixel's intensity is greater than the computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean, wherein said step of computing the second order statistics comprises computing the mean, variance, and correlation in a variable displacement direction using sum and difference histograms for the pixels of said selected block.
Claim 8
Independent Claim
181 words
A method for enhancing an ultrasound image comprising an ordered array of pixels, each pixel corresponding to the intensity of the echo generated by a corresponding voxel in an ultrasound energy field, the ordered array having an axial and lateral direction defined therein, the axial direction corresponding to voxels on the same radial line from a transducer used to generate said ultrasound energy field, said method comprising the steps of: dividing the image into a plurality of processing blocks; selecting a block based on two-degree-of-freedom, second-order statistics of the pixels in the selected block; for at least one selected pixel in said selected block, computing a mean intensity of pixels in the vicinity of the selected pixel; increasing the selected pixel's intensity if the selected pixel's intensity is greater than the computed mean; and decreasing said pixel intensity if said pixel intensity is less than said computed mean, wherein said step of computing the second order statistics comprises computing the mean, variance, and correlation in a variable displacement direction using sum and difference histograms for the pixels of said selected block.
Claim 9
Dependent Claim
27 words
The method of claim 1 wherein said step of selecting a block further comprising computing said second order statistics on an adjacent block in said axial direction.
Claim 10
Dependent Claim
36 words
The method of claim 1 further comprising the steps of: defining a display threshold for each said block; displaying those pixels in said block having amplitudes greater than said display threshold in a human perceivable form.
Claim 11
Dependent Claim
53 words
The method of claim 4 wherein said blocks are arranged in columns and rows, all of said blocks in a column corresponding to a given axial scan direction, and wherein said mean, variance, and correlation are quantized based on the range of said mean, variance, and correlation of said blocks in said column.
Claim 12
Dependent Claim
53 words
The method of claim 5 wherein said blocks are arranged in columns and rows, all of said blocks in a column corresponding to a given axial scan direction, and wherein said mean, variance, and correlation are quantized based on the range of said mean, variance, and correlation of said blocks in said column.
References Cited (Backward Citations)
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| 7.5 Years (Year 8) | 2004-09-01 | 2005-03-03 | 2005-09-02 | $3760.00 | Window Closed / Lapsed |
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