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US7231072B2 Expired / Lapsed US ⏱️ 0.0 years remaining

Image processing method and image converting apparatus

Assignee: Konica Minolta Inc
•
Filing: 2003-02-21
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Granted: 2007-06-12
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Expires: 2023-02-21
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Abstract

Abstract There is described an image processing method and an image converting apparatus for performing the image processing for recording the medical image information. The apparatus includes an image converting section to convert the image in respect to the original image signals; an image feature extracting section to extract image features for every pixel included in the plurality of pixels in respect to the original image signals; a sharpness information obtaining section to obtain sharpness information from the image converting section; a sharpness calculating section to calculate correlation between the image features and the sharpness information; and a frequency processing section to compensate for a sharpness level of the image, based on the correlation calculated by the sharpness calculating section, so as to reduce a variation of the sharpness level before and after the image converting section converts the image in respect to the original image signals.

Inventors

  • 👤 Akira Yamano
  • 👤 Masayuki Nakazawa

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-09 10:06
CPC Classifications
G; G06; G06T; G06T5/00; G06T5/73; G06T5/75; G06T2207/00; G06T2207/10; G06T2207/10116

Claims Analysis

Total Claims: 50
Claim 1
Independent Claim 169 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said image features extracted in said extracting step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 2
Independent Claim 169 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said image features extracted in said extracting step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 3
Dependent Claim 13 words
The method of claim 1 , wherein said image is a medical image.
Claim 4
Dependent Claim 41 words
The method of claim 1 , wherein said frequency processing operation for compensating for said sharpness level of said image is performed so that frequency characteristics before and after said converting step coincide with each other in a predetermined frequency range.
Claim 5
Dependent Claim 17 words
The method of claim 3 , wherein said predetermined frequency is in a range of 0–3.0 cycle/mm.
Claim 6
Independent Claim 165 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said sharpness information obtained in said obtaining step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 7
Independent Claim 165 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said sharpness information obtained in said obtaining step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 8
Dependent Claim 13 words
The method of claim 5 , wherein said image is a medical image.
Claim 9
Dependent Claim 20 words
The method of claim 5 , wherein said sharpness information relate to at least one of SWTF, MTF and ARTF.
Claim 10
Independent Claim 193 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; calculating correlation between said image features and said sharpness information; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said con-elation calculated in said calculating step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 11
Independent Claim 193 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; calculating correlation between said image features and said sharpness information; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said con-elation calculated in said calculating step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 12
Dependent Claim 13 words
The method of claim 8 , wherein said image is a medical image.
Claim 13
Dependent Claim 16 words
The method of claim 8 , wherein a neural network is employed for said calculating step.
Claim 14
Independent Claim 187 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; calculating cogitation between said image features and said sharpness information; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said con-elation calculated in said calculating step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said frequency processing operation is performed, based on a formula of, Snew=ΣCmSm where m=0, . . . , M. M: natural number, Snew: processed image signal; Sin: original image signal (when m=0) or unsharp image signal generated though a m-th unsharp masking processing (when m=1 to M), Cm: weight factor in the original image signal (when m=0) or weight factor in the m-th unsharpe image signal (when m=1 to M)).
Claim 15
Independent Claim 187 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; extracting image features for every pixel included in said plurality of pixels in respect to said original image signals; obtaining sharpness information from an image converting apparatus by which said converting step is performed; calculating cogitation between said image features and said sharpness information; and performing a frequency processing operation for compensating for a sharpness level of said image, based on said con-elation calculated in said calculating step, so as to reduce a variation of said sharpness level before and after said converting step; wherein said frequency processing operation is performed, based on a formula of, Snew=ΣCmSm where m=0, . . . , M. M: natural number, Snew: processed image signal; Sin: original image signal (when m=0) or unsharp image signal generated though a m-th unsharp masking processing (when m=1 to M), Cm: weight factor in the original image signal (when m=0) or weight factor in the m-th unsharpe image signal (when m=1 to M)).
Claim 16
Dependent Claim 21 words
The method of claim 11 , wherein said weight factor is determined, based on said image features or said sharpness information.
Claim 17
Dependent Claim 21 words
The method of claim 11 , wherein said weight factor is determined so as to keep ΣCm at a constant value.
Claim 18
Dependent Claim 37 words
The method of claim 11 , wherein said frequency processing is applied to image signals generated from a mammographic image by employing at least three unsharp masks, modulation transfer functions of which are different from each other.
Claim 19
Independent Claim 276 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; repeatedly applying an unsharp mask processing to said original image signals of said image, composed of said plurality of pixels, to create plural sets of unsharp image signals, resolutions of which are different from each other; acquiring first differential image signals between said original image signals and unsharp image signals created by applying said unsharp mask processing to said original image signals once; acquiring a single set or plural sets of second differential image signals between said plural sets of unsharp image signals; applying a weighted add-subtract processing to said first differential image signals and said single set or plural sets of second differential image signals, so as to generate processed image signals; and performing a frequency processing operation for compensating for a sharpness level of said image, by changing a modulation transfer function with respect to said unsharp mask processing, so as to reduce a variation of said sharpness level before and after a step of converting said image in respect to said original image signals; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 20
Independent Claim 276 words
A method for processing original image signals of an image composed of a plurality of pixels, said method comprising the steps of: converting said image in respect to said original image signals; repeatedly applying an unsharp mask processing to said original image signals of said image, composed of said plurality of pixels, to create plural sets of unsharp image signals, resolutions of which are different from each other; acquiring first differential image signals between said original image signals and unsharp image signals created by applying said unsharp mask processing to said original image signals once; acquiring a single set or plural sets of second differential image signals between said plural sets of unsharp image signals; applying a weighted add-subtract processing to said first differential image signals and said single set or plural sets of second differential image signals, so as to generate processed image signals; and performing a frequency processing operation for compensating for a sharpness level of said image, by changing a modulation transfer function with respect to said unsharp mask processing, so as to reduce a variation of said sharpness level before and after a step of converting said image in respect to said original image signals; wherein said converting step is performed after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 21
Dependent Claim 13 words
The method of claim 15 , wherein said image is a medical image.
Claim 22
Dependent Claim 37 words
The method of claim 15 , wherein said frequency processing is applied to image signals generated from a mammographic image by employing at least three unsharp masks, modulation transfer functions of which are different from each other.
Claim 23
Dependent Claim 18 words
The method of claim 15 , wherein said unsharp mask processing is repeated processing with a specific mask.
Claim 24
Dependent Claim 15 words
The method of claim 18 , wherein said specific mask is a simple mean mask.
Claim 25
Dependent Claim 19 words
The method of claim 18 , wherein said specific mask is a simple mean mask of 2-pixels by 2-pixels.
Claim 26
Independent Claim 197 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; and a frequency processing section to compensate for a sharpness level of said image, based on said image features extracted by image feature extracting section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is preformed after performing said image interpolation processing.
Claim 27
Independent Claim 197 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; and a frequency processing section to compensate for a sharpness level of said image, based on said image features extracted by image feature extracting section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is preformed after performing said image interpolation processing.
Claim 28
Dependent Claim 13 words
The apparatus of claim 21 , wherein said image is a medical image.
Claim 29
Dependent Claim 49 words
The apparatus of claim 21 , wherein said frequency processing section compensates for said sharpness level of said image, so that frequency characteristics, before and after said image converting section converts said image in respect to said original image signals, coincide with each other in a predetermined frequency range.
Claim 30
Dependent Claim 17 words
The apparatus of claim 23 , wherein said predetermined frequency is in a range of 0–3.0 cycle/mm.
Claim 31
Independent Claim 187 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; and a frequency processing section to compensate for a sharpness level of said image, based on said sharpness information obtained by said sharpness information obtaining section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 32
Independent Claim 187 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; and a frequency processing section to compensate for a sharpness level of said image, based on said sharpness information obtained by said sharpness information obtaining section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 33
Dependent Claim 13 words
The apparatus of claim 25 , wherein said image is a medical image.
Claim 34
Dependent Claim 20 words
The apparatus of claim 25 , wherein said sharpness information relate to at least one of SWTF, MTF and ARTF.
Claim 35
Independent Claim 225 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; a sharpness calculating section to calculate correlation between said image features and said sharpness information; and a frequency processing section to compensate for a sharpness level of said image, based on said correlation calculated by said sharpness calculating section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 36
Independent Claim 225 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; a sharpness calculating section to calculate correlation between said image features and said sharpness information; and a frequency processing section to compensate for a sharpness level of said image, based on said correlation calculated by said sharpness calculating section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is performed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 37
Dependent Claim 13 words
The apparatus of claim 28 , wherein said image is a medical image.
Claim 38
Dependent Claim 17 words
The apparatus of claim 28 , wherein a neural network is employed for said sharpness calculating section.
Claim 39
Independent Claim 216 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image convex-ting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; a sharpness calculating section to calculate correlation between said image features and said sharpness information; and a frequency processing section to compensate for a sharpness level of said image, based on said correlation calculated by said sharpness calculating section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said frequency processing section compensates for said sharpness level of said image, based on a formula of, Snew=ΣCmSm where m=0, . . . , M. M: natural number, Snew: processed image signal; Sm: original image signal (when m=0) or unsharp image signal generated through a m-th unsharp masking processing (when m=1 to M), Cm: weight factor in the original image signal (when m=0) or weight factor in the m-th unsharpe image signal (when m=1 to M)).
Claim 40
Independent Claim 216 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image convex-ting section to convert said image in respect to said original image signals; an image feature extracting section to extract image features for every pixel included in said plurality of pixels in respect to said original image signals; a sharpness information obtaining section to obtain sharpness information from said image converting section; a sharpness calculating section to calculate correlation between said image features and said sharpness information; and a frequency processing section to compensate for a sharpness level of said image, based on said correlation calculated by said sharpness calculating section, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said frequency processing section compensates for said sharpness level of said image, based on a formula of, Snew=ΣCmSm where m=0, . . . , M. M: natural number, Snew: processed image signal; Sm: original image signal (when m=0) or unsharp image signal generated through a m-th unsharp masking processing (when m=1 to M), Cm: weight factor in the original image signal (when m=0) or weight factor in the m-th unsharpe image signal (when m=1 to M)).
Claim 41
Dependent Claim 21 words
The apparatus of claim 31 , wherein said weight factor is determined, based on said image features or said sharpness information.
Claim 42
Dependent Claim 21 words
The apparatus of claim 31 , wherein said weight factor is determined so as to keep ΣCm at a constant value.
Claim 43
Dependent Claim 39 words
The apparatus of claim 31 , wherein said frequency processing section applies frequency processing to image signals generated from a mammographic image by employing at least three unsharp masks, modulation transfer functions of which are different from each other.
Claim 44
Independent Claim 309 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an unsharp mask processing section to repeatedly apply an unsharp mask processing to said original image signals of said image, composed of said plurality of pixels, to create plural sets of unsharp image signals, resolutions of which are different from each other; a first acquiring section to acquire first differential image signals between said original image signals and unsharp image signals created by applying said unsharp mask processing to said original image signals once; a second acquiring section to acquire a single set or plural sets of second differential image signals between said plural sets of unsharp image signals; a weighted add-subtract processing section to apply a weighted add-subtract processing to said first differential image signals and said single set or plural sets of second differential image signals, so as to generate processed image signals; and a frequency processing section to compensate for a sharpness level of said image, by changing a modulation transfer function with respect to said unsharp mask processing, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is preformed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 45
Independent Claim 309 words
An apparatus for processing original image signals of an image composed of a plurality of pixels, said apparatus comprising: an image converting section to convert said image in respect to said original image signals; an unsharp mask processing section to repeatedly apply an unsharp mask processing to said original image signals of said image, composed of said plurality of pixels, to create plural sets of unsharp image signals, resolutions of which are different from each other; a first acquiring section to acquire first differential image signals between said original image signals and unsharp image signals created by applying said unsharp mask processing to said original image signals once; a second acquiring section to acquire a single set or plural sets of second differential image signals between said plural sets of unsharp image signals; a weighted add-subtract processing section to apply a weighted add-subtract processing to said first differential image signals and said single set or plural sets of second differential image signals, so as to generate processed image signals; and a frequency processing section to compensate for a sharpness level of said image, by changing a modulation transfer function with respect to said unsharp mask processing, so as to reduce a variation of said sharpness level before and after said image converting section converts said image in respect to said original image signals; wherein said image converting section converts said image in respect to said original image signals after applying an image interpolation processing to said original image signals; and wherein, when an interpolating-magnification factor of said image interpolation processing is equal to or greater than a predetermined value, said image interpolation processing is preformed after performing said frequency processing operation, while, when said interpolating-magnification factor of said image interpolation processing is smaller than said predetermined value, said frequency processing operation is performed after performing said image interpolation processing.
Claim 46
Dependent Claim 13 words
The apparatus of claim 35 , wherein said image is a medical image.
Claim 47
Dependent Claim 39 words
The apparatus of claim 35 , wherein said frequency processing section applies frequency processing to image signals generated from a mammographic image by employing at least three unsharp masks, modulation transfer functions of which are different from each other.
Claim 48
Dependent Claim 18 words
The apparatus of claim 35 , wherein said unsharp mask processing is repeated processing with a specific mask.
Claim 49
Dependent Claim 15 words
The apparatus of claim 38 , wherein said specific mask is a simple mean mask.
Claim 50
Dependent Claim 19 words
The apparatus of claim 38 , wherein said specific mask is a simple mean mask of 2-pixels by 2-pixels.

References Cited (Backward Citations)

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