US5202933A
Expired / Lapsed
US
⏱️ 0.0 years remaining
Segmentation of text and graphics
Assignee: Technology Licensing Corp
•
Filing: 1989-12-08
•
Granted: 1993-04-13
•
Expires: 2009-12-08
Abstract
Abstract A method and apparatus for differentiating and extracting text and line graphics in an image. The method provides for the use of morphological operations, preferably at reduced scale, to eliminate vertical rules and lines from an image followed by the elimination of horizontal rules and lines, remaining text regions are then solidified to produce a separation mask. The mask is used in conjunction with the original image to produce separate text and graphics images.
Inventors
- 👤 Dan S. Bloomberg
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-25 00:09
CPC Classifications
G; G06; G06V; G06V30/00; G06V30/40; G06V30/41; G06V30/413
Claims Analysis
Total Claims: 89
Claim 1
Independent Claim
204 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structure element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said step of identifying comprising the steps of: i) forming a mask, the mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 2
Dependent Claim
204 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structure element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said step of identifying comprising the steps of: i) forming a mask, the mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 3
Dependent Claim
68 words
The method as recited in claim 1 wherein the step of eliminating vertical lines from said first intermediate image further comprises the steps of: a) closing said image containing text and line graphics with a structuring element having at least two adjacent horizontal ON pixels; and b) opening said image with a structuring element having at least two adjacent horizontal ON pixels to produce said first intermediate image.
Claim 4
Dependent Claim
29 words
The method as recited in claim 2 wherein the structuring element used in said step of opening uses a structuring element having at least three adjacent horizontal ON pixels.
Claim 5
Dependent Claim
40 words
The method as recited in claim 3 wherein said closing step uses a structuring element with at least three adjacent horizontal ON pixels and said step of opening uses a structuring element having at least four adjacent horizontal ON pixels.
Claim 6
Dependent Claim
24 words
The method as recited on claim 2 preceded by the step of at least one reduction of said image containing text and line graphics.
Claim 7
Dependent Claim
24 words
The method as recited in claim 2 preceded by the step of at least two reductions of said image containing text and line graphics.
Claim 8
Dependent Claim
26 words
The method as recited in claim 1 wherein the step of turning on additional pixels is a step of turning pixels ON within a bounding box.
Claim 9
Dependent Claim
52 words
The method as recited in claim 7 wherein the step of tuning on additional pixels is a step of iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change.
Claim 10
Dependent Claim
22 words
The method as recited in claim 7 wherein the step of turning on additional pixels is preceded by an additional reduction step.
Claim 11
Dependent Claim
37 words
The method as recited in claim 7 wherein the step of turning on additional pixels is preceded by a closing step, said closing step using a structuring element (SE) having at least three adjacent vertical ON pixels.
Claim 12
Dependent Claim
35 words
The method as recited in claim 7 wherein the step of turning on additional pixels is followed by an opening step, said open using at least a 2×2 structuring element (SE) of solid ON pixels.
Claim 13
Dependent Claim
22 words
The method as recited in claim 7 followed by the step of expanding said mask by a factor of at least two.
Claim 14
Dependent Claim
15 words
The method as recited in claim 7 followed by the step of dilating said mask.
Claim 15
Dependent Claim
41 words
The method as recited in claim 7 followed by the step of: a) expanding said mask by a factor of at least two then; b) dilating said mask then; c) again expanding said mask by a factor of at least two.
Claim 16
Dependent Claim
205 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said step of identifying comprising the steps of: i) forming a mask, the mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of the horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 17
Dependent Claim
205 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said step of identifying comprising the steps of: i) forming a mask, the mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of the horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 18
Dependent Claim
42 words
The method as recited in claim 15 wherein the step of substantially eliminating horizontal lines from said image comprising the step of opening said image containing text and line graphics with a structuring element having at least two adjacent vertical ON pixels.
Claim 19
Dependent Claim
74 words
The method as recited in claim 15 wherein the step of substantially eliminating horizontal lines from said image comprises the steps of: a) closing said image containing text and line graphics, said step of closing using a structuring element having at least two adjacent vertical ON pixels; and b) opening said image, said step of opening using a structuring element having at least two adjacent vertical ON pixels to produce said first intermediate image.
Claim 20
Dependent Claim
43 words
The method as recited in claim 16 preceded by the steps of: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 21
Dependent Claim
43 words
The method as recited in claim 17 preceded by the steps of: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 22
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least test and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 23
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least test and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 24
Dependent Claim
63 words
The computer system as recited in claim 20 programmed to eliminate vertical lines from said first intermediate image by: a) closing said image containing text and line graphics with a structuring element having at least two adjacent horizontal ON pixels; and b) opening said image with a structuring element having at least two adjacent horizontal ON pixels to produce said first intermediate image.
Claim 25
Dependent Claim
23 words
The computer system as recited in claim 21 wherein the structuring element used to open has at least three adjacent horizontal ON pixels.
Claim 26
Dependent Claim
46 words
The computer system as recited in claim 21 wherein the structuring element used to close has at least three adjacent horizontal ON pixels and the structuring element used to open has at least one more adjacent horizontal ON pixel than said structuring element used to close.
Claim 27
Dependent Claim
24 words
The computer system as recited in claim 21 further programmed to perform at least one reduction of said image containing text and line graphics.
Claim 28
Dependent Claim
24 words
The computer system as recited in claim 21 further programmed to perform at least two reductions of said image containing text and line graphics.
Claim 29
Dependent Claim
23 words
The computer system as recited in claim 20 programmed to turn on additional pixels by turning pixels on up to a bounding box.
Claim 30
Dependent Claim
48 words
The computer system as recited in claim 26 programmed to turn on additional pixels by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change.
Claim 31
Dependent Claim
20 words
The computer system as recited in claim 26 further programmed to perform an additional reduction before turning on additional pixels.
Claim 32
Dependent Claim
31 words
The computer system as recited in claim 26 further programmed to perform a closing step, said closing step using a structuring element (SE) having at least three adjacent vertical ON pixels.
Claim 33
Dependent Claim
29 words
The computer system as recited in claim 26 further programmed to perform an opening step, said opening using at least a 2×2 structuring element (SE) of solid ON pixels.
Claim 34
Dependent Claim
21 words
The computer system as recited in claim 26 further programmed to expand said mask by a factor of at least two.
Claim 35
Dependent Claim
14 words
The computer system as recited in claim 26 further programmed to dilate said mask.
Claim 36
Dependent Claim
40 words
The computer system as recited in claim 26 further programmed to: a) expand said mask then by a factor of at least two; b) dilate said mask then; c) again expand said mask by a factor of at least two.
Claim 37
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 38
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 39
Dependent Claim
38 words
The computer system as recited in claim 34 programmed to substantially eliminate horizontal lines from said image by opening said image containing text and line graphics with a structuring element having at least two adjacent vertical ON pixels.
Claim 40
Dependent Claim
70 words
The computer system as recited in claim 34 programmed to substantially eliminate horizontal lines from said image by: a) closing said image containing text and line graphics, said step of closing using a structuring element having at least two adjacent vertical ON pixels; and b) opening said image, said step of opening using a structuring element having at least two adjacent vertical ON pixels to produce said first intermediate image.
Claim 41
Dependent Claim
46 words
The computer system as recited in claim 35 further programmed to process the image by: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 42
Dependent Claim
46 words
The computer system as recited in claim 36 further programmed to process the image by: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 43
Dependent Claim
389 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of converting OFF pixels adjacent text pixels to ON pixels, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels, and identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said steps of converting and identifying further comprising the steps of: a) forming a mask, said mask comprising ON pixels in a region of text pixels, the step of forming a mask further comprising the steps of: i) substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image; and ii) turning on additional pixels adjacent to remaining ON pixels in said first intermediate image wherein the step of turning on additional pixels is a step of turning pixels on within a bounding box, by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change, said step of iteratively eroding and dilating comprising the steps of: eroding said first intermediate image with a structuring element (SE) having ON pixels along a first diagonal to produce a second intermediate image; dilating said second intermediate image with a SE having ON pixels along a second diagonal to produce a third intermediate image; ORing said third intermediate image with said first intermediate image to produce a forth intermediate image; eroding said fourth intermediate image with said second SE to produce a fifth intermediate image; dilating said fifth intermediate image with said first SE to produce a sixth intermediate image; ORing said sixth intermediate image with said fourth intermediate image to produce a seventh intermediate image; and returning to said eroding step using said seventh intermediate image as said first intermediate image until said first intermediate image and said seventh intermediate image do not substantially differ; and b) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 44
Dependent Claim
389 words
In a digital processing system, a method of identifying a line graphics region in an image containing at least text and line graphics, comprising the steps of converting OFF pixels adjacent text pixels to ON pixels, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels, and identifying at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said steps of converting and identifying further comprising the steps of: a) forming a mask, said mask comprising ON pixels in a region of text pixels, the step of forming a mask further comprising the steps of: i) substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image; and ii) turning on additional pixels adjacent to remaining ON pixels in said first intermediate image wherein the step of turning on additional pixels is a step of turning pixels on within a bounding box, by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change, said step of iteratively eroding and dilating comprising the steps of: eroding said first intermediate image with a structuring element (SE) having ON pixels along a first diagonal to produce a second intermediate image; dilating said second intermediate image with a SE having ON pixels along a second diagonal to produce a third intermediate image; ORing said third intermediate image with said first intermediate image to produce a forth intermediate image; eroding said fourth intermediate image with said second SE to produce a fifth intermediate image; dilating said fifth intermediate image with said first SE to produce a sixth intermediate image; ORing said sixth intermediate image with said fourth intermediate image to produce a seventh intermediate image; and returning to said eroding step using said seventh intermediate image as said first intermediate image until said first intermediate image and said seventh intermediate image do not substantially differ; and b) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 45
Dependent Claim
381 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of converting OFF pixels adjacent text pixels to ON pixels, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels, and identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the steps of converting and identifying further comprising the steps of: a) forming a mask, said mask comprising ON pixels in a region of text pixels, the step of forming a mask further comprising the steps of: i) substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image; and ii) turning on additional pixels adjacent to remaining ON pixels in said first intermediate image, wherein the step of turning on additional pixels is a step of turning pixels on within a bounding box, by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change, said step of iteratively eroding and dilating comprising the steps of: eroding said first intermediate image with a structuring element (SE) having ON pixels along a first diagonal to produce a second intermediate image; dilating said second intermediate image with an SE having ON pixels along a second diagonal to produce a third intermediate image; ORing said third intermediate image with said first intermediate image to produce a fourth intermediate image; eroding said fourth intermediate image with said second SE to produce a fifth intermediate image; dilating said fifth intermediate image with said first SE to produce a sixth intermediate image; ORing said sixth intermediate image with said fourth intermediate image to produce a seventh intermediate image; and returning to said eroding step using said seventh intermediate image as said first intermediate image until said first intermediate image and said seventh intermediate image do not substantially differ; and b) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 46
Dependent Claim
381 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of converting OFF pixels adjacent text pixels to ON pixels, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels, and identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the steps of converting and identifying further comprising the steps of: a) forming a mask, said mask comprising ON pixels in a region of text pixels, the step of forming a mask further comprising the steps of: i) substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image; and ii) turning on additional pixels adjacent to remaining ON pixels in said first intermediate image, wherein the step of turning on additional pixels is a step of turning pixels on within a bounding box, by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change, said step of iteratively eroding and dilating comprising the steps of: eroding said first intermediate image with a structuring element (SE) having ON pixels along a first diagonal to produce a second intermediate image; dilating said second intermediate image with an SE having ON pixels along a second diagonal to produce a third intermediate image; ORing said third intermediate image with said first intermediate image to produce a fourth intermediate image; eroding said fourth intermediate image with said second SE to produce a fifth intermediate image; dilating said fifth intermediate image with said first SE to produce a sixth intermediate image; ORing said sixth intermediate image with said fourth intermediate image to produce a seventh intermediate image; and returning to said eroding step using said seventh intermediate image as said first intermediate image until said first intermediate image and said seventh intermediate image do not substantially differ; and b) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 47
Dependent Claim
12 words
A computer programmed to perform the method of claims 39 or 40.
Claim 48
Dependent Claim
197 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text then said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the step of identifying further comprising the steps of: i) forming a mask, said mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 49
Dependent Claim
197 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text then said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the step of identifying further comprising the steps of: i) forming a mask, said mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 50
Dependent Claim
68 words
The method as recited in claim 42 wherein the step of eliminating vertical lines from said first intermediate image further comprising the steps of: a) closing said image containing text and line graphics with a structuring element having at least two adjacent horizontal ON pixels; and b) opening said image with a structuring element having at least two adjacent horizontal ON pixels to produce said first intermediate image.
Claim 51
Dependent Claim
29 words
The method as recited in claim 43 wherein the structuring element used in said step of opening uses a structuring element having at least three adjacent horizontal ON pixels.
Claim 52
Dependent Claim
40 words
The method as recited in claim 44 wherein said closing step uses a structuring element with at least three adjacent horizontal ON pixels and said step of opening uses a structuring element having at least four adjacent horizontal ON pixels.
Claim 53
Dependent Claim
24 words
The method as recited in claim 43 preceded by the step of at least one reduction of said image containing text and line graphics.
Claim 54
Dependent Claim
24 words
The method as recited in claim 43 preceded by the step of at least two reductions of said image containing text and line graphics.
Claim 55
Dependent Claim
26 words
The method as recited in claim 42 wherein the step of turning on additional pixels is a step of turning pixels ON within a bounding box.
Claim 56
Dependent Claim
52 words
The method as recited in claim 48 wherein the step of turning on additional pixels is a step of iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change.
Claim 57
Dependent Claim
22 words
The method as recited in claim 48 wherein the step of turning on additional pixels is preceded by an additional reduction step.
Claim 58
Dependent Claim
37 words
The method as recited in claim 48 wherein the step of turning on additional pixels is preceded by a closing step, said closing step using a structuring element (SE) having at least three adjacent vertical ON pixels.
Claim 59
Dependent Claim
35 words
The method as recited in claim 48 wherein the step of turning on additional pixels is followed by an opening step, said open using at least a 2×2 structuring element (SE) of solid ON pixels.
Claim 60
Dependent Claim
22 words
The method as recited in claim 48 followed by the step of expanding said mask by a factor of at least two.
Claim 61
Dependent Claim
15 words
The method as recited in claim 48 followed by the step of dilating said mask.
Claim 62
Dependent Claim
41 words
The method as recited in claim 48 followed by the steps of: a( expanding said mask by a factor of at least two then; b) dilating said mask then; c) again expanding said mask b a factor of at least two.
Claim 63
Dependent Claim
198 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the step of identifying further comprising the steps of: i) forming a mask, said mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of the horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 64
Dependent Claim
198 words
In a digital processing system, a method of identifying a text region in an image containing at least text and line graphics, comprising the steps of: a) converting OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identifying at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, the step of identifying further comprising the steps of: i) forming a mask, said mask comprising ON pixels in a region of text pixels, said step of forming a mask comprising the steps of substantially eliminating at least a portion of the horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 65
Dependent Claim
42 words
The method as recited in claim 56 wherein the step of substantially eliminating horizontal lines from said image comprises the step of opening said image containing text and line graphics with a structuring element having at least two adjacent vertical ON pixels.
Claim 66
Dependent Claim
74 words
The method as recited in claim 56 wherein the step of substantially eliminating horizontal lines from said image comprises the steps of: a) closing said image containing text and line graphics, said step of closing using a structuring element having at least two adjacent vertical ON pixels; and b) opening said image, said step of opening using a structuring element having at least two adjacent vertical ON pixels to produce said first intermediate image.
Claim 67
Dependent Claim
43 words
The method as recited in claim 57 preceded by the steps of: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 68
Dependent Claim
43 words
The method as recited in claim 58 preceded by the steps of: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 69
Dependent Claim
182 words
A digital computer system programmed to identify a text region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 70
Dependent Claim
182 words
A digital computer system programmed to identify a text region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, said at least a portion comprising said text region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of vertical lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a text image, said text image comprising a region of said image containing text and line graphics within said mask.
Claim 71
Dependent Claim
63 words
The computer system as recited in claim 61 programmed to eliminate vertical lines from said first intermediate image by: a) closing said image containing text and line graphics with a structuring element having at least two adjacent horizontal ON pixels; and b) opening said image with a structuring element having at least two adjacent horizontal ON pixels to produce said first intermediate image.
Claim 72
Dependent Claim
23 words
The computer system as recited in claim 62 wherein the structuring element used to open has at least three adjacent horizontal ON pixels.
Claim 73
Dependent Claim
46 words
The computer system as recited in claim 62 wherein the structuring element used to close has at least three adjacent horizontal ON pixels and the structuring element used to open has at least one more adjacent horizontal ON pixel than said structuring element used to close.
Claim 74
Dependent Claim
24 words
The computer system as recited in claim 62 further programmed to perform at least one reduction of said image containing text and line graphics.
Claim 75
Dependent Claim
24 words
The computer system as recited in claim 62 further programmed to perform at least two reductions of said image containing text and line graphics.
Claim 76
Dependent Claim
23 words
The computer system as recited in claim 61 programmed to turn on additional pixels by turning pixels on up to a bounding box.
Claim 77
Dependent Claim
48 words
The computer system as recited in claim 67 programmed to turn on additional pixels by iteratively eroding and dilating said first intermediate image with a structuring element having at least two adjacent diagonal ON pixels to produce a filled image until said filled image does not substantially change.
Claim 78
Dependent Claim
20 words
The computer system as recited in claim 67 further programmed to perform an additional reduction before turning on additional pixels.
Claim 79
Dependent Claim
31 words
The computer system as recited in claim 67 further programmed to perform a closing step, said closing step using a structuring element (SE) having at least three adjacent vertical ON pixels.
Claim 80
Dependent Claim
29 words
The computer system as recited in claim 67 further programmed to perform an opening step, said open using at least a 2×2 structuring element (SE) of solid ON pixels.
Claim 81
Dependent Claim
21 words
The computer system as recited in claim 67 further programmed to expand said mask by a factor of at least two.
Claim 82
Dependent Claim
14 words
The computer system as recited in claim 67 further programmed to dilate said mask.
Claim 83
Dependent Claim
40 words
The computer system as recited in claim 67 further programmed to: a) expand said mask then by a factor of at least two; b) dilate said mask then; c) again expand said mask by a factor of at least two.
Claim 84
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 85
Dependent Claim
190 words
A digital computer system programmed to identify a line graphics region in an image containing at least text and line graphics, said digital computer system programmed to: a) convert OFF pixels adjacent text pixels to ON pixels using a structuring element having a higher probability of having a hit in said text than said line graphics, at least a portion of said ON pixels connecting adjacent text pixels so as to produce coalesced regions of ON pixels; and b) identify at least a portion of said image having said coalesced regions of ON pixels, at least a portion of a remainder of said image comprising said line graphics region, said identifying comprising: i) forming a mask, said mask comprising ON pixels in a region of text pixels, by substantially eliminating at least a portion of horizontal lines from said image containing text and line graphics to produce a first intermediate image, and turning on additional pixels adjacent to remaining ON pixels in said first intermediate image; and ii) forming a graphics image, said graphics image comprising a region of said image containing text and line graphics outside of said mask.
Claim 86
Dependent Claim
38 words
The computer system as recited in claim 75 programmed to substantially eliminate horizontal lines from said image by opening said image containing text and line graphics with a structuring element having at least two adjacent vertical ON pixels.
Claim 87
Dependent Claim
70 words
The computer system as recited in claim 75 programmed to substantially eliminate horizontal lines from said image by: a) closing said image containing text and line graphics, said step of closing using a structuring element having at least two adjacent vertical ON pixels; and b) opening said image, said step of opening using a structuring element having at least two adjacent vertical ON pixels to produce said first intermediate image.
Claim 88
Dependent Claim
46 words
The computer system as recited in claim 76 further programmed to process the image by: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
Claim 89
Dependent Claim
46 words
The computer system as recited in claim 77 further programmed to process the image by: a) reducing said image containing text and line graphics to produce a reduced image; and b) closing said reduced image with a structuring element having at least five horizontal ON pixels.
References Cited (Backward Citations)
US4196453A
Cited
US4414685A
Cited
US4411015A
Cited
US4504972A
Cited
US4513442A
Cited
US4503556A
Cited
US4644392A
Cited
US4817186A
Cited
US4786976A
Cited
US4724488A
Cited
US4742558A
Cited
US4577235A
Cited
JPS61225974A
Cited
US4700400A
Cited
US4750209A
Cited
US4805031A
Cited
US4823194A
Cited
US4821333A
Cited
US4837847A
Cited
US4827529A
Cited
EP0287995A2
Cited
EP0288266A2
Cited
US4858018A
Cited
US4827330A
Cited
EP0308673A2
Cited
US4791679A
Cited
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1996-04-12 | 1996-10-12 | 1997-04-13 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2000-04-12 | 2000-10-12 | 2001-04-13 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2004-04-12 | 2004-10-12 | 2005-04-13 | $7700.00 | Window Closed / Lapsed |