JP2008113446A5 - - Google Patents
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- JP2008113446A5 JP2008113446A5 JP2007287738A JP2007287738A JP2008113446A5 JP 2008113446 A5 JP2008113446 A5 JP 2008113446A5 JP 2007287738 A JP2007287738 A JP 2007287738A JP 2007287738 A JP2007287738 A JP 2007287738A JP 2008113446 A5 JP2008113446 A5 JP 2008113446A5
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- 238000000605 extraction Methods 0.000 claims 3
- 239000003086 colorant Substances 0.000 claims 2
- 239000000284 extract Substances 0.000 claims 1
Claims (5)
前記特徴量に基づいて、前記原画像から文字領域を抽出する文字領域抽出手段と、
前記原画像をブロック分割するブロック分割手段と、
前記文字領域に属する画素を色に応じて第1のクラスと第2のクラスとに前記ブロック毎に分類するクラス分類手段と、
前記文字領域に属する画素のクラス分類に基づいて前記原画像上の黒文字色と下地色とを推定する黒文字色/下地色推定手段と、
推定された黒文字色と下地色とに基づいて前記原画像に対する階調補正を行なう階調補正手段と、
を具備し、
前記黒文字色/下地色推定手段は、
前記ブロック毎のクラス分類結果に基づいて、前記第1のクラスに属する画素群の平均輝度と前記第2のクラスに属する画素群の平均輝度との差が最大になる前記ブロックにおける前記第1のクラスに属する画素群の平均色を黒文字色とし、前記第2のクラスに属する画素数が最大になる前記ブロックにおける前記第2のクラスに属する画素群の平均色を下地色として推定する画像処理装置。 A feature amount calculating means for calculating a feature amount for an original image which is a digital image;
A character region extracting means for extracting a character region from the original image based on the feature amount;
Block dividing means for dividing the original image into blocks;
Class classification means for classifying the pixels belonging to the character area into a first class and a second class according to color for each block;
Black character color / background color estimation means for estimating a black character color and a background color on the original image based on a class classification of pixels belonging to the character region;
Gradation correction means for performing gradation correction on the original image based on the estimated black character color and background color;
Comprising
The black character color / background color estimation means includes:
Based on the classification result for each block, the first block in the block in which the difference between the average luminance of the pixel group belonging to the first class and the average luminance of the pixel group belonging to the second class is maximized. An image processing apparatus for estimating an average color of a pixel group belonging to the second class in the block in which the average color of the pixel group belonging to the class is a black character color and having the maximum number of pixels belonging to the second class as a background color .
前記特徴量計算手段は、
前記低解像度画像から特徴量を計算し、
前記文字領域抽出手段は、前記低解像度画像から前記文字領域を抽出する請求項1記載の画像処理装置。 Comprising low-resolution image generation means for generating a low-resolution image having a lower resolution than the original image,
The feature amount calculating means includes:
Calculating features from the low resolution image;
The image processing apparatus according to claim 1, wherein the character region extraction unit extracts the character region from the low-resolution image .
デジタル画像である原画像に対して、特徴量を計算する特徴量計算機能と、
前記特徴量に基づいて、前記原画像から文字領域を抽出する文字領域抽出機能と、
前記原画像をブロック分割するブロック分割機能と、
前記文字領域に属する画素を色に応じて第1のクラスと第2のクラスとに前記ブロック毎に分類するクラス分類機能と、
前記文字領域に属する画素のクラス分類に基づいて前記原画像上の黒文字色と下地色とを推定する黒文字色/下地色推定機能と、
推定された黒文字色と下地色とに基づいて前記原画像に対する階調補正を行なう階調補正機能と、を実行させ、
前記黒文字色/下地色推定機能により、前記ブロック毎のクラス分類結果に基づいて、前記第1のクラスに属する画素群の平均輝度と前記第2のクラスに属する画素群の平均輝度との差が最大になる前記ブロックにおける前記第1のクラスに属する画素群の平均色を黒文字色とし、前記第2のクラスに属する画素数が最大になる前記ブロックにおける前記第2のクラスに属する画素群の平均色を下地色として推定する画像処理プログラム。 Interpreted by the computer,
A feature amount calculation function for calculating a feature amount for an original image which is a digital image;
A character region extraction function for extracting a character region from the original image based on the feature amount;
A block division function for dividing the original image into blocks;
A class classification function for classifying pixels belonging to the character area into a first class and a second class according to color, for each block;
A black character color / background color estimation function for estimating a black character color and a background color on the original image based on a class classification of pixels belonging to the character region;
A gradation correction function for performing gradation correction on the original image based on the estimated black character color and background color, and
Based on the classification result for each block, the difference between the average luminance of the pixel group belonging to the first class and the average luminance of the pixel group belonging to the second class is obtained by the black character color / background color estimation function. The average color of the pixel group belonging to the first class in the block having the maximum is a black character color, and the average of the pixel group belonging to the second class in the block having the maximum number of pixels belonging to the second class An image processing program that estimates colors as background colors .
前記特徴量計算機能により、前記低解像度画像から特徴量を計算し、
前記文字領域抽出機能により、前記低解像度画像から前記文字領域を抽出する請求項3記載の画像処理プログラム。 Causing the computer to execute a low-resolution image generation function for generating a low-resolution image having a lower resolution than the original image;
The feature amount calculation function calculates the feature amount from the low-resolution image,
The image processing program according to claim 3, wherein the character region is extracted from the low-resolution image by the character region extraction function .
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2007287738A JP4350778B2 (en) | 2002-09-05 | 2007-11-05 | Image processing apparatus, image processing program, and recording medium |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2002259618 | 2002-09-05 | ||
JP2002280789 | 2002-09-26 | ||
JP2003048834 | 2003-02-26 | ||
JP2007287738A JP4350778B2 (en) | 2002-09-05 | 2007-11-05 | Image processing apparatus, image processing program, and recording medium |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2003163565A Division JP4118749B2 (en) | 2002-09-05 | 2003-06-09 | Image processing apparatus, image processing program, and storage medium |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2008113446A JP2008113446A (en) | 2008-05-15 |
JP2008113446A5 true JP2008113446A5 (en) | 2008-08-14 |
JP4350778B2 JP4350778B2 (en) | 2009-10-21 |
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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JP2007287738A Expired - Fee Related JP4350778B2 (en) | 2002-09-05 | 2007-11-05 | Image processing apparatus, image processing program, and recording medium |
Country Status (1)
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JP (1) | JP4350778B2 (en) |
Families Citing this family (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5229328B2 (en) * | 2008-11-12 | 2013-07-03 | 富士通株式会社 | Character area extraction device, imaging device having character area extraction function, and character area extraction program |
JP5337060B2 (en) * | 2010-01-06 | 2013-11-06 | キヤノン株式会社 | Image processing apparatus, control method, and program |
JP5337059B2 (en) * | 2010-01-06 | 2013-11-06 | キヤノン株式会社 | Image processing apparatus, control method, and program |
US8526732B2 (en) * | 2010-03-10 | 2013-09-03 | Microsoft Corporation | Text enhancement of a textual image undergoing optical character recognition |
CN110880164B (en) * | 2018-09-06 | 2024-02-27 | 中兴通讯股份有限公司 | Image processing method, device, equipment and computer storage medium |
JP7207057B2 (en) * | 2019-03-20 | 2023-01-18 | ブラザー工業株式会社 | Image processing device, image processing method, and program |
CN110596746B (en) * | 2019-10-17 | 2024-03-01 | 中国测试技术研究院辐射研究所 | Method for automatic testing/calibrating device using dose equivalent instrument |
JP7357853B2 (en) | 2019-10-29 | 2023-10-10 | 京セラドキュメントソリューションズ株式会社 | Image processing device, image processing method, and image processing program |
JP7357851B2 (en) | 2019-10-29 | 2023-10-10 | 京セラドキュメントソリューションズ株式会社 | Image processing device, image processing method, and image processing program |
JP7357852B2 (en) | 2019-10-29 | 2023-10-10 | 京セラドキュメントソリューションズ株式会社 | Image processing device, image processing method, and image processing program |
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2007
- 2007-11-05 JP JP2007287738A patent/JP4350778B2/en not_active Expired - Fee Related
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