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Image processing device

 Hitoshi Yoneda et al
An image processing device capable of processing images containing poorly contrasted letters and/or bold letters in addition to well contrasted letters and pictures such that both resolutions of letters and tones of pictures can be preserved. The device may includes a circuit to distinguish two...
Inventors: Hitoshi Yoneda, Hironobu Machida, Hiroki Kanno, Koji Izawa
Assignee: Kabushiki Kaisha Toshiba
Primary Examiner: Joseph Mancuso

U.S. Classification
382/50; 358/453; 358/462; 358/466; 382/53

International Classification
G06K 938

View patent at USPTO

Citations

Patent NumberTitleIssue date
4447830Image scanning apparatus and methodMay 8, 1984
4547811Method and apparatus for gray level signal processingOct 15, 1985
4577235Text/continuous tone image decision processorMar 18, 1986
4701807Method and apparatus for processing an imageOct 20, 1987
4709274Image processing apparatusNov 24, 1987
4740843Method and device for recognizing half-tone image informationApr 26, 1988
4786976Image processing apparatusNov 22, 1988
4797945Image data coding apparatusJan 10, 1989
4856076Binary coding circuit for OCRAug 8, 1989

Referenced by

Patent NumberTitleIssue date
5134666Image separator for color image processingJul 28, 1992
5200841Apparatus for binarizing imagesApr 6, 1993
5299030Image data processing method and apparatus with mixture of simple binarization and psuedo intermediate toneMar 29, 1994
5301269Window-relative dither circuitApr 5, 1994
5420938Image processing apparatusMay 30, 1995
5440407Pixel correction and smoothing methodAug 8, 1995
5446802Image processing apparatus comprising judgement means for judging dot photograph image, photograph image and character imageAug 29, 1995
5483355Pixel correctional and smoothing methodJan 9, 1996
5483361Color image copying with resolution controlJan 9, 1996
5516216Print enhancement system for enhancing dot printer imagesMay 14, 1996
5537495Pixel correction and smoothing methodJul 16, 1996
5563721Pixel correction and smoothing methodOct 8, 1996
5568571Image enhancement systemOct 22, 1996
5625721Certifiable optical character recognitionApr 29, 1997
5659402Image processing method and apparatusAug 19, 1997
5703972Certifiable optical character recognitionDec 30, 1997
5801843Pixel correction and smoothing methodSep 1, 1998
5825937Spatial-filtering unit for performing adaptive edge-enhancement processOct 20, 1998
5852678Detection and rendering of text in tinted areasDec 22, 1998
5892843Title, caption and photo extraction from scanned document imagesApr 6, 1999
5982943Method for determining background or object pixel for digitizing image dataNov 9, 1999
6111982Image processing apparatus and recording medium recording a program for image processingAug 29, 2000
RE36948Print enhancement system for enhancing dot printer imagesNov 7, 2000
6298173Storage management system for document image databaseOct 2, 2001
6760133Color image processing apparatus capable of detecting a color or monochromatic imageJul 6, 2004
7031518Segmentation method and system for Multiple Raster Content (MRC) representation of documentsApr 18, 2006

Claims

What is claimed is:

1. An image processing device, comprising:

first means for distinguishing first type images specified by two levels from second type images specified by other levels different from the two levels in accordance with first information related to image concentrations in image information, including letter distinguishing means for distinguishing the letter-like images as the first type images from the picture-like images as the second type images by comparing a maximum-minimum image concentration difference of the image information with a predetermined reference image concentration;
second means for distinguishing the second type images into letter-like images and picture-like images in accordance with second information related to the image concentrations in the image information, including:
bold letter distinguishing means for distinguishing the picture-like images into bold letter-like images and non-bold letter-like images by comparing a mean image concentration of the images with a predetermined reference mean image concentration;
means for smoothing the non-bold letter-like images;
means for accentuating edges of the images smoothed by the smoothing means; and
means for normalizing the maximum-minimum image concentration difference of the images accentuated by the accentuating means with respect to a predetermined mean image concentration; and
means for processing the images in accordance with distinctions among the images, made by the first and second distinguishing means.

2. The device of claim 1, wherein the second distinguishing means also includes poorly contrasted letter distinguishing means for distinguishing the picture-like images into poorly contrasted letter-like images and non-poorly contrasted letter-like images by comparing the maximum-minimum image concentration difference normalized by the normalizing means with a predetermined reference image concentration.

3. An image processing device, comprising: means for detecting maximum and minimum values of information related to image concentrations in image information;

means for calculating a normalized value from the maximum and minimum values, including means for normalizing one of the maximum and minimum values of the information related to the image concentrations with respect to the other of the maximum and minimum values;
difference calculating means for calculating differences in the information related to image concentrations between neighboring picture elements, including:
means for smoothing the images of the information;
means for accentuating edges of the images smoothed by the smoothing means; and
means for deriving maximum and minimum concentration differences of the image concentrations of neighboring picture elements from the accentuated images;
second detecting means for detecting maximum and minimum values of the differences between neighboring picture elements;
means for distinguishing letter-like images from picture-like images by comparing the normalized value with a predetermined reference value; and
means for processing the images in accordance with a distinction among the images, made by the distinguishing means.

4. The device of claim 3, wherein the detecting means includes means for detecting a maximum and minimum image concentrations of the image information as the maximum and minimum values, respectively.

5. The device of claim 3, wherein the distinguishing means includes letter distinguishing means for distinguishing the letter-like images from the picture-like images by comparing the normalized value with a predetermined reference value.

6. The device of claim 3, wherein the processing means includes:

first means for generating a binarization threshold for the letter-like images;
second means for generating a binarization threshold for the picture-like images;
means for selecting one of the first and second binarization thresholds in accordance with the selection of the one of the letter-like images and the picture-like images; and
means for comparing the selected one binarization threshold with the image information.

7. The device of claim 3, wherein the calculating means includes means for calculating the normalized value as a difference between the maximum and minimum values normalized with respect to a mean of the maximum and minimum values.

8. The device of claim 7, wherein the detecting means includes means for detecting the maximum and minimum image concentrations of the image information as the maximum and minimum values, respectively.

9. The device of claim 7, wherein the distinguishing means includes letter distinguishing means for distinguishing the letter-like images from the picture-like images by comparing the normalized value with a predetermined reference value.

10. The device of claim 9, wherein the processing means includes:

first means for generating a first binarization threshold for letter-like images;
second means for generating a second binarization threshold for picture-like images;
means for selecting one of the first and second binarization thresholds in accordance with the selection of one of the letter-like images and the picture-like images; and
means for comparing the selected one binarization threshold with the image information.

11. An image processing device, comprising:

difference calculating means for calculating a difference between maximum and minimum values of changes in information related to the image concentrations in image information, including:
means for smoothing the images of the image information; and
means for accentuating edges of the images smoothed by the smoothing means;
distance calculating means for calculating a distance between points in the image at which the changes in the information reach the maximum and minimum values;
ratio calculating means for calculating a ratio of the difference calculated by the difference calculating means and the distance calculated by the distance calculating means;
means for distinguishing letter-like images from picture-like images by comparing the ratio calculated by the ratio calculating means and a predetermined reference value; and
means for processing images in accordance with a distinction among the images, made by the distinguishing means.

12. The device of claim 11, wherein the difference calculating means also includes means for deriving a maximum concentration difference in the accentuated images between points at which the Laplacian operated images corresponding to edges reach the maximum and minimum values.

13. The device of claim 11, wherein the distance calculating means includes:

means for smoothing the images of the image information; and
means for accentuating edges of the images smoothed by the smoothing means.

14. The device of claim 13, wherein the distance calculating means also includes means for deriving a distance in the accentuated images between points at which the Laplacian operated images corresponding to edges reach the maximum and minimum values.

15. An image processing device, comprising:

first calculating means for calculating a square sum average of differences in an information related to image concentrations in image information between neighboring picture elements, including:
means for smoothing the images of the image information; and
means for accentuating edges of the images smoothed by the smoothing means;
second calculating means for calculating a mean value of the information related to the image concentrations;
third calculating means for calculating a normalized value as the square sum average normalized with respect to the mean value;
means for distinguishing letter-like images from picture-like images by comparing the normalized value with a predetermined reference value; and
means for processing images in accordance with a distinction among the images, made by the distinguishing means.

16. The device of claim 15, wherein the first calculating means also includes means for deriving the square sum average of concentration differences of neighboring images from the accentuated images of the image information.