US5345513A — Method and apparatus for processing image corresp…

Claim 1

Independent Claim 177 words

A method for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said method comprising the steps of: (a) obtaining the image corresponding to the radiographic pattern so that values of pixels forming said image are stored in a memory; (b) dividing the image into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling within a predetermined range, and said step (b) comprising the steps of: (b-1) making a histogram of values of pixels included in said image, (b-2) smoothing a curve representing the histogram made by said step (b-1), and (b-3) determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said step (b-2); and (c) applying an image processing to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Claim 2

Independent Claim 177 words

A method for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said method comprising the steps of: (a) obtaining the image corresponding to the radiographic pattern so that values of pixels forming said image are stored in a memory; (b) dividing the image into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling within a predetermined range, and said step (b) comprising the steps of: (b-1) making a histogram of values of pixels included in said image, (b-2) smoothing a curve representing the histogram made by said step (b-1), and (b-3) determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said step (b-2); and (c) applying an image processing to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Claim 3

Dependent Claim 44 words

A method as claimed in claim 1, wherein said step (b-2) has a step of smoothing the curve in accordance with a moving average method in which an average is calculated for the predetermined range of values of pixels, said predetermined range being moved.

Claim 4

Dependent Claim 38 words

A method as claimed in claim 2, wherein said predetermined range is set so that a number of minute variations of said curve representing the histogram included in said predetermined range is equal to or greater than 2.

Claim 5

Dependent Claim 35 words

A method as claimed in claim 2, wherein said predetermined range is set so that a number of minute variations of said curve representing said histogram included in said predetermined range is less than 10.

Claim 6

Dependent Claim 31 words

A method as claimed in claim 1, wherein said predetermined range is set so as to fall within a range of 1/200-1/20 of a total range of values in said histogram.

Claim 7

Dependent Claim 47 words

A method as claimed in claim 1, wherein said step (b-3) has a step of applying a primary differential process to the smoothed curve, so that a point at which the primary differentiation value is equal to zero is detected as either a peak or a valley.

Claim 8

Dependent Claim 50 words

A method as claimed in claim 1, wherein said step (b-3) has a step for applying a primary differentiation process to the smoothed curve, so that a point at which a value of primary differentiation changes from positive to negative is determined as a border value between two image regions.

Claim 9

Dependent Claim 20 words

A method as claimed in claim 1, wherein said step (a) obtains the image corresponding to a thorax X-ray photograph.

Claim 10

Dependent Claim 29 words

A method as claimed in claim 8, wherein said step (b) divides said image into a plurality of image regions each corresponding to an anatomical region in the thorax.

Claim 11

Dependent Claim 49 words

A method as claimed in claim 9, wherein said plurality of image regions obtained by step (b) correspond to a first anatomical region including a centrum, a second anatomical region including a heart and a diaphragm, a third anatomical region including a lung and a region including no tissue.

Claim 12

Dependent Claim 34 words

A method as claimed in claim 1, wherein said image processing performed in said step (c) includes a spatial frequency process in which values of pixels are enhanced by using a predetermined enhancement coefficient.

Claim 13

Dependent Claim 42 words

A method as claimed in claim 1, wherein said image processing performed in said step (c) includes a gradational process in which the value of each pixel is converted into a new value in accordance with a predetermined characteristic curve of gradation.

Claim 14

Dependent Claim 80 words

A method as claimed in claim 11, wherein said spatial frequency process is performed in accordance with a first formula, Q=S+K·(S-S.sub.m) where S is a value of a central pixel in an unsharp mask which is an n×n matrix, S m is an average of values of pixels in the unsharp mask, K is an enhancement coefficient, and Q is a value obtained by the spatial frequency process, said enhancement coefficient K being varied in accordance with the image regions.

Claim 15

Dependent Claim 78 words

A method as claimed in claim 11 wherein said spatial frequency process is performed in accordance with a second formula, Q=S+f(S-S.sub.m)·(S-S.sub.m) where S is a value of a central pixel in an unsharp mask which is an n×n matrix, S m is an average of values of pixels in the unsharp mask, f(S-S m ) is a enhancement coefficient which is a function of (S-S m ) and Q is a value obtained by the spatial frequency process.

Claim 16

Dependent Claim 97 words

A method as claimed in claim 11 wherein said spatial frequency process is performed in accordance with a third formula, Q=S+(A/σ+B)·(S-S.sub.m) where S is a value of a central pixel in an unsharp mask which is an n×n matrix, S m is an average of values of pixels in the unsharp mask, (A/σ+B) is a coefficient representing the enhancement coefficient, A and B are constants, σ is a standard deviation of a value of each pixel in the unsharp mask, and Q is a value obtained by the spatial frequency process, wherein A and B are constants.

Claim 17

Dependent Claim 26 words

A method as claimed in claim 13, wherein said enhancement coefficient K varies with respect to values of pixels in accordance with a monotone decreasing curve.

Claim 18

Dependent Claim 18 words

A method as claimed in claim 14, wherein said function f(S-S m ) is a monotone decreasing function.

Claim 19

Dependent Claim 25 words

A method as claimed in claim 15, wherein said coefficient (A/σ+B) varies in accordance with a monotone decreasing curve with respect to values of pixels.

Claim 20

Dependent Claim 121 words

A method as claimed in claim 9, wherein said plurality of image regions obtained by step (b) correspond to a first anatomical region including a mediastinum and a centrum, a second anatomical region including a heart and a diaphragm, a third anatomical region including a lung and a region including no tissue, and wherein said image processing performed in said step (c) includes a spatial frequency process in which values of pixels in an unsharp mask are enhanced by using a predetermined enhancement coefficient, a size of the unsharp mask used in an image region corresponding to said first anatomical region being greater than a size of the unsharp mask used in an image region corresponding to said second anatomical region.

Claim 21

Independent Claim 194 words

An apparatus for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said apparatus comprising: reading means for reading the image corresponding to the radiographic pattern; memory means, coupled to said reading means, for storing values of pixels forming said image; dividing means, coupled to said memory means, for dividing the image stored in said memory means into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling with a predetermined range, said dividing means comprising: first means for making a histogram of values of pixels included in said image, second means for smoothing a curve representing the histogram made by said first means, and third means for determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said second means; and processing means for applying an image process to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Claim 22

Independent Claim 194 words

An apparatus for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said apparatus comprising: reading means for reading the image corresponding to the radiographic pattern; memory means, coupled to said reading means, for storing values of pixels forming said image; dividing means, coupled to said memory means, for dividing the image stored in said memory means into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling with a predetermined range, said dividing means comprising: first means for making a histogram of values of pixels included in said image, second means for smoothing a curve representing the histogram made by said first means, and third means for determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said second means; and processing means for applying an image process to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Claim 23

Dependent Claim 29 words

An apparatus as claimed in claim 20, wherein said reading means has means for reading the image stored in a photostimulable phosphor, said image corresponding to an X-ray photograph.

Claim 24

Dependent Claim 22 words

An apparatus as claimed in claim 20, wherein said reading means has means for reading the image on an X-ray photographic film.

Claim 25

Independent Claim 210 words

A method for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said method comprising the steps of: (a) obtaining the image corresponding to the radiographic pattern so that values of pixels forming said image are stored in a memory, said step (a) obtaining an image corresponding to a thorax X-ray photograph; (b) dividing the image into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling within a predetermined range, said step (b) dividing said image into a plurality of image regions each corresponding to an anatomical region in the thorax, and said step (b) comprising the steps of: (b-1) making a histogram of values of pixels included in said image, (b-2) smoothing a curve representing the histogram made by said step (b-1), and (b-3) determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said step (b-2); and (c) applying an image processing to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Claim 26

Independent Claim 210 words

A method for processing an image corresponding to a radiographic pattern, said image being formed of a plurality of pixels each having a value corresponding to density, said method comprising the steps of: (a) obtaining the image corresponding to the radiographic pattern so that values of pixels forming said image are stored in a memory, said step (a) obtaining an image corresponding to a thorax X-ray photograph; (b) dividing the image into a plurality of image regions based on the values of the pixels forming said image, each image region including pixels each of which has a value falling within a predetermined range, said step (b) dividing said image into a plurality of image regions each corresponding to an anatomical region in the thorax, and said step (b) comprising the steps of: (b-1) making a histogram of values of pixels included in said image, (b-2) smoothing a curve representing the histogram made by said step (b-1), and (b-3) determining said plurality of image regions based on peaks and valleys of a smoothed curve obtained by said step (b-2); and (c) applying an image processing to said plurality of image regions of said image, processing conditions used for said plurality of image regions in said image processing differing from each other.

Annuity Stage	Window Opens	Payment Deadline	Surcharge Period Until	Estimated Fee	Status
3.5 Years (Year 4)	1997-09-05	1998-03-07	1998-09-06	$2000.00	Window Closed / Lapsed
7.5 Years (Year 8)	2001-09-05	2002-03-07	2002-09-06	$3760.00	Window Closed / Lapsed
11.5 Years (Year 12)	2005-09-05	2006-03-07	2006-09-06	$7700.00	Window Closed / Lapsed

Method and apparatus for processing image corresponding to radiographic pattern

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