US7068328B1
Expired / Lapsed
US
⏱️ 0.0 years remaining
Method, apparatus and recording medium for image processing
Assignee: Fujifilm Corp
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Filing: 2000-08-17
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Granted: 2006-06-27
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Expires: 2020-08-17
Abstract
Abstract The sense of contrast perceived by a viewer of an image is quantified and adequate image processing is carried out on image data based on the sense of contrast. Contrast-sense quantification means generates unsharp image data of the image data and then generates a histogram of the unsharp image data. Since the histogram of the image data includes lightness information of details of the image, a distribution width thereof does not represent the contrast perceived by the viewer of the image as a whole. However, since the histogram of the unsharp image data excludes information of the details, a distribution width of the unsharp image data represents the contrast of the overall image. The distribution width of the histogram of the unsharp image data is found as the sense of contrast and input to processing means. In the processing means, tone conversion processing is carried out on the image data by changing a tone conversion LUT based on the sense of contrast, and processed image data are obtained.
Inventors
- 👤 Kazuhiro Mino
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-09 17:42
CPC Classifications
H; H04; H04N; H04N5/00; H04N5/14; H04N5/20; H04N5/205; G; G06; G06T; G06T5/00; G06T5/40; G06T5/90; G06T5/92; H04N1/00; H04N1/40; H04N1/407; H04N1/4072; H04N1/4074; H04N9/00; H04N9/64; H04N9/646; G06T2207/00; G06T2207/20; G06T2207/20016
Claims Analysis
Total Claims: 21
Claim 1
Independent Claim
124 words
An image processing method comprising the steps of: generating image data from an image; obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and image quantifying a sense of contrast of an image based on the multi-resolution image data, said step of image quantifying comprises extracting, as a light portion, an area in which the pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; generating histograms, corresponding to the light portion, from the multi-resolution image data in frequency bands higher than the first frequency band; and quantifying the sense of contrast based on said histograms.
Claim 2
Dependent Claim
124 words
An image processing method comprising the steps of: generating image data from an image; obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and image quantifying a sense of contrast of an image based on the multi-resolution image data, said step of image quantifying comprises extracting, as a light portion, an area in which the pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; generating histograms, corresponding to the light portion, from the multi-resolution image data in frequency bands higher than the first frequency band; and quantifying the sense of contrast based on said histograms.
Claim 3
Dependent Claim
29 words
An image processing method as claimed in claim 1 , further comprising the step of carrying out image processing on the image data based on the sense of contrast.
Claim 4
Dependent Claim
31 words
An image processing method as claimed in claim 2 , wherein the image processing is at least one of tone conversion processing, frequency enhancing processing, AE processing and chroma conversion processing.
Claim 5
Dependent Claim
140 words
An image processing apparatus comprising: generating means for generating image data from an image; multi-resolution conversion means for obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and contrast-sense quantification means for quantifying a sense of contrast of an image, based on the multi-resolution image data, said contrast-sense quantification means comprises extracting means for extracting, as a light portion, an area in which a pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; histogram generating means for generating histograms, corresponding to the light portion, for the multi-resolution image data in frequency bands higher than the first frequency band; and quantification means for quantifying the sense of contrast based on said histograms.
Claim 6
Dependent Claim
140 words
An image processing apparatus comprising: generating means for generating image data from an image; multi-resolution conversion means for obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and contrast-sense quantification means for quantifying a sense of contrast of an image, based on the multi-resolution image data, said contrast-sense quantification means comprises extracting means for extracting, as a light portion, an area in which a pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; histogram generating means for generating histograms, corresponding to the light portion, for the multi-resolution image data in frequency bands higher than the first frequency band; and quantification means for quantifying the sense of contrast based on said histograms.
Claim 7
Dependent Claim
30 words
An image processing apparatus as claimed in claim 4 , further comprising processing means for carrying out the image processing on the image data based on the sense of contrast.
Claim 8
Dependent Claim
36 words
An image processing apparatus as claimed in claim 5 , wherein the processing means carries out, as the image processing, at least one of tone conversion processing, frequency enhancing processing, AE processing and chroma conversion processing.
Claim 9
Dependent Claim
137 words
A computer-readable recording medium storing a program to cause a computer to execute an image processing method comprising the steps of: generating image data from an image; obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and image quantifying a sense of contrast of an image based on the multi-resolution image data, said step of image quantifying comprises extracting, as a light portion, an area in which a pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; generating histograms, corresponding to the light portion, for the multi-resolution image data in frequency bands higher than the first frequency band; and quantifying the sense of contrast based on said histograms.
Claim 10
Dependent Claim
137 words
A computer-readable recording medium storing a program to cause a computer to execute an image processing method comprising the steps of: generating image data from an image; obtaining one multi-resolution image data in each of a plurality of frequency bands by converting the image data into multiple resolutions; and image quantifying a sense of contrast of an image based on the multi-resolution image data, said step of image quantifying comprises extracting, as a light portion, an area in which a pixel value is equal to or larger than a predetermined threshold value from the multi-resolution image data in a first of said plurality of frequency bands; generating histograms, corresponding to the light portion, for the multi-resolution image data in frequency bands higher than the first frequency band; and quantifying the sense of contrast based on said histograms.
Claim 11
Dependent Claim
29 words
A computer-readable recording medium as claimed in claim 7 , further comprising the procedure of carrying out image processing on the image data based on the sense of contrast.
Claim 12
Dependent Claim
41 words
A computer-readable recording medium as claimed in claim 8 , wherein the procedure of carrying out the image processing is the procedure of carrying out at least one of tone conversion processing, frequency enhancing processing, AE processing and chroma conversion processing.
Claim 13
Dependent Claim
213 words
An image processing method comprising the steps of: generating image data from an image; obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; image quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said step of image quantifying comprising: extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value; and judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 14
Dependent Claim
213 words
An image processing method comprising the steps of: generating image data from an image; obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; image quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said step of image quantifying comprising: extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value; and judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 15
Dependent Claim
126 words
An image processing method as claimed in claim 10 , said judging step further comprising the steps of: comparing the distribution width in the histogram of the multi-resolution data in the high frequency band with a third predetermined threshold value in a case where the image is judged to be the standard image, and judging the image to be a high-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is larger than the third threshold value, and judging the image to be the standard image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is equal to or smaller than the third threshold value.
Claim 16
Dependent Claim
228 words
An image processing apparatus comprising: generating means for generating image data from an image; multi-resolution conversion means for obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; contrast-sense quantification means for quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said contrast-sense quantification means comprising: extracting means for extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; histogram generating means for generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; quantification means for comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value, judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 17
Dependent Claim
228 words
An image processing apparatus comprising: generating means for generating image data from an image; multi-resolution conversion means for obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; contrast-sense quantification means for quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said contrast-sense quantification means comprising: extracting means for extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; histogram generating means for generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; quantification means for comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value, judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 18
Dependent Claim
128 words
An image processing apparatus as claimed in claim 12 , said quantification means further comprising: means for comparing the distribution width in the histogram of the multi-resolution data in the high frequency band with a third predetermined threshold value in a case where the image is judged to be the standard image, and means for judging the image to be a high-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is larger than the third threshold value, and for judging the image to be the standard image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is equal to or smaller than the third threshold value.
Claim 19
Dependent Claim
226 words
A computer-readable recording medium storing a program to cause a computer to execute an image processing method comprising the steps of: generating image data from an image; obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; image quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said step of image quantifying comprising: extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value; and judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequncy band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 20
Dependent Claim
226 words
A computer-readable recording medium storing a program to cause a computer to execute an image processing method comprising the steps of: generating image data from an image; obtaining multi-resolution image data in the low, medium, and high frequency bands by converting the image data into multiple resolutions; image quantifying a sense of contrast of the image based on the multi-resolution image data in the the low, medium, and high frequency bands, said step of image quantifying comprising: extracting, as a light portion, an area in which the pixel value is equal to or larger than a first predetermined threshold value from the multi-resolution image data in the low frequency band; generating histograms, corresponding to the light portion, from the multi-resolution image data in the medium and high frequency bands; comparing the distribution width in the histogram of the multi-resolution data at least in the medium frequency band with a second predetermined threshold value; and judging the image to be a standard image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequncy band is larger than the second threshold value, and judging the image to be a low-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the medium frequency band is equal to or smaller than the second threshold value.
Claim 21
Dependent Claim
126 words
A computer-readable recording medium as claimed in claim 14 , said judging step further comprising the steps of: comparing the distribution width in the histogram of the multi-resolution data in the high frequency band with a third predetermined threshold value in a case where the image is judged to be the standard image, and judging the image to be a high-contrast image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is larger than the third threshold value, and judging the image to be the standard image in a case where the distribution width of the histogram of the multi-resolution data in the high frequency band is equal to or smaller than the third threshold value.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2009-06-26 | 2009-12-26 | 2010-06-27 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2013-06-26 | 2013-12-26 | 2014-06-27 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2017-06-26 | 2017-12-26 | 2018-06-27 | $7700.00 | Window Closed / Lapsed |