JP5754065B2 - 光学文字認識されるテキスト画像のテキスト解像度の改善方法及びシステム - Google Patents

光学文字認識されるテキスト画像のテキスト解像度の改善方法及びシステム Download PDF

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JP5754065B2
JP5754065B2 JP2012557155A JP2012557155A JP5754065B2 JP 5754065 B2 JP5754065 B2 JP 5754065B2 JP 2012557155 A JP2012557155 A JP 2012557155A JP 2012557155 A JP2012557155 A JP 2012557155A JP 5754065 B2 JP5754065 B2 JP 5754065B2
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ガーリック,ササ
ニジェムセヴィック,ジョルジェ
ドレセヴィック,ボーダン
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/44Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/457Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by analysing connectivity, e.g. edge linking, connected component analysis or slices
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/16Image preprocessing
    • G06V30/162Quantising the image signal
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/28Quantising the image, e.g. histogram thresholding for discrimination between background and foreground patterns
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/18Extraction of features or characteristics of the image
    • G06V30/1801Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes or intersections
    • G06V30/18076Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes or intersections by analysing connectivity, e.g. edge linking, connected component analysis or slices
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/01Solutions for problems related to non-uniform document background
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Character Input (AREA)
  • Facsimile Image Signal Circuits (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
JP2012557155A 2010-03-10 2011-03-07 光学文字認識されるテキスト画像のテキスト解像度の改善方法及びシステム Active JP5754065B2 (ja)

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US12/720,732 US8526732B2 (en) 2010-03-10 2010-03-10 Text enhancement of a textual image undergoing optical character recognition
US12/720,732 2010-03-10
PCT/US2011/027439 WO2011112522A2 (en) 2010-03-10 2011-03-07 Text enhancement of a textual image undergoing optical character recognition

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JP2013527513A5 JP2013527513A5 (enExample) 2014-03-20
JP5754065B2 true JP5754065B2 (ja) 2015-07-22

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EP (1) EP2545499B1 (enExample)
JP (1) JP5754065B2 (enExample)
KR (1) KR101795823B1 (enExample)
CN (1) CN102782706B (enExample)
CA (1) CA2790402A1 (enExample)
ES (1) ES2773719T3 (enExample)
WO (1) WO2011112522A2 (enExample)

Families Citing this family (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11610653B2 (en) * 2010-09-01 2023-03-21 Apixio, Inc. Systems and methods for improved optical character recognition of health records
US12165754B2 (en) 2010-09-01 2024-12-10 Apixio, Llc Systems and methods for improved optical character recognition of health records
US20120106845A1 (en) * 2010-10-30 2012-05-03 Prakash Reddy Replacing word with image of word
US9064191B2 (en) 2012-01-26 2015-06-23 Qualcomm Incorporated Lower modifier detection and extraction from devanagari text images to improve OCR performance
US20130194448A1 (en) * 2012-01-26 2013-08-01 Qualcomm Incorporated Rules for merging blocks of connected components in natural images
US8606011B1 (en) * 2012-06-07 2013-12-10 Amazon Technologies, Inc. Adaptive thresholding for image recognition
JP2014006614A (ja) * 2012-06-22 2014-01-16 Sony Corp 画像処理装置、画像処理方法、並びにプログラム
US9014480B2 (en) 2012-07-19 2015-04-21 Qualcomm Incorporated Identifying a maximally stable extremal region (MSER) in an image by skipping comparison of pixels in the region
US9047540B2 (en) 2012-07-19 2015-06-02 Qualcomm Incorporated Trellis based word decoder with reverse pass
US9076242B2 (en) 2012-07-19 2015-07-07 Qualcomm Incorporated Automatic correction of skew in natural images and video
US9262699B2 (en) 2012-07-19 2016-02-16 Qualcomm Incorporated Method of handling complex variants of words through prefix-tree based decoding for Devanagiri OCR
US9141874B2 (en) 2012-07-19 2015-09-22 Qualcomm Incorporated Feature extraction and use with a probability density function (PDF) divergence metric
US8787702B1 (en) * 2012-11-30 2014-07-22 Accusoft Corporation Methods and apparatus for determining and/or modifying image orientation
US9256798B2 (en) * 2013-01-31 2016-02-09 Aurasma Limited Document alteration based on native text analysis and OCR
GB2514410A (en) 2013-05-24 2014-11-26 Ibm Image scaling for images including low resolution text
CN105723432B (zh) * 2013-11-12 2019-06-18 三菱电机株式会社 驾驶辅助图像生成装置及方法、驾驶辅助图像显示装置及系统
KR102159389B1 (ko) 2014-03-17 2020-09-24 삼성디스플레이 주식회사 디지털 비디오 데이터를 보정하기 위한 보정 데이터 산출방법과 이를 이용하여 생성한 룩-업 테이블을 포함하는 유기전계발광 표시장치
US9536161B1 (en) 2014-06-17 2017-01-03 Amazon Technologies, Inc. Visual and audio recognition for scene change events
CN105718926A (zh) * 2014-12-03 2016-06-29 夏普株式会社 一种文本检测的方法和装置
JP2016143310A (ja) * 2015-02-04 2016-08-08 ソニー株式会社 情報処理装置、画像処理方法及びプログラム
CN106156766B (zh) 2015-03-25 2020-02-18 阿里巴巴集团控股有限公司 文本行分类器的生成方法及装置
CN105245756B (zh) * 2015-09-28 2018-05-29 珠海奔图电子有限公司 图像处理方法及系统
US9916492B1 (en) * 2017-03-21 2018-03-13 SkySlope, Inc. Image processing and analysis for UID overlap avoidance
RU2657181C1 (ru) * 2017-09-01 2018-06-08 Общество с ограниченной ответственностью "Аби Продакшн" Способ улучшения качества распознавания отдельного кадра
CN110533049B (zh) * 2018-05-23 2023-05-02 富士通株式会社 提取印章图像的方法和装置
CN111986095B (zh) * 2019-05-22 2024-03-19 上海哔哩哔哩科技有限公司 基于边缘提取的图像处理方法及图像处理装置
CN111080554B (zh) * 2019-12-20 2023-08-04 成都极米科技股份有限公司 一种投影内容中字幕区域增强方法、装置及可读存储介质
US11205084B2 (en) * 2020-02-17 2021-12-21 Wipro Limited Method and system for evaluating an image quality for optical character recognition (OCR)
US11386687B2 (en) 2020-03-30 2022-07-12 Wipro Limited System and method for reconstructing an image
CN111507352B (zh) * 2020-04-16 2021-09-28 腾讯科技(深圳)有限公司 一种图像处理方法、装置、计算机设备以及存储介质
CN111753832B (zh) * 2020-07-02 2023-12-08 杭州睿琪软件有限公司 图像处理方法、图像处理装置、电子设备和存储介质
US11494944B2 (en) 2020-11-18 2022-11-08 Disney Enterprises, Inc. Automatic low contrast detection
US11544828B2 (en) 2020-11-18 2023-01-03 Disney Enterprises, Inc. Automatic occlusion detection
CN112906686B (zh) 2021-03-11 2024-11-15 北京小米移动软件有限公司 文字识别方法、装置、电子设备及存储介质
JP7137170B1 (ja) * 2021-03-22 2022-09-14 楽天グループ株式会社 情報処理装置、情報処理方法およびプログラム
CN113793403B (zh) * 2021-08-19 2023-09-22 西南科技大学 一种模拟绘画过程的文本合成图像方法
CN114241256B (zh) * 2021-11-30 2024-12-17 郑州信大先进技术研究院 基于神经网络的训练样本图像增强方法及系统
US11749006B2 (en) * 2021-12-15 2023-09-05 Intuit Inc. Optical character recognition quality evaluation and optimization
CN118172377B (zh) * 2022-12-09 2025-04-08 蔚来移动科技有限公司 文本的前景轮廓、水印图获取方法、系统、装置及介质
CN116071763B (zh) * 2023-03-06 2023-06-16 山东薪火书业有限公司 基于文字识别的教辅图书智能校编系统

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0256688A (ja) * 1988-08-23 1990-02-26 Toyota Central Res & Dev Lab Inc 文字切出し装置
US5513304A (en) 1993-04-19 1996-04-30 Xerox Corporation Method and apparatus for enhanced automatic determination of text line dependent parameters
US5384864A (en) 1993-04-19 1995-01-24 Xerox Corporation Method and apparatus for automatic determination of text line, word and character cell spatial features
US5915039A (en) 1996-11-12 1999-06-22 International Business Machines Corporation Method and means for extracting fixed-pitch characters on noisy images with complex background prior to character recognition
KR100480024B1 (ko) 1997-12-31 2005-08-01 엘지전자 주식회사 획의두께정보를이용한모음인식방법
US6301386B1 (en) * 1998-12-09 2001-10-09 Ncr Corporation Methods and apparatus for gray image based text identification
JP2002157552A (ja) * 2000-11-22 2002-05-31 Oki Electric Ind Co Ltd 光学式文字読取装置
JP2003203205A (ja) * 2002-01-08 2003-07-18 Ricoh Co Ltd 文字認識装置、文字認識方法、およびその方法をコンピュータに実行させるプログラム、並びにそのプログラムを記録したコンピュータ読み取り可能な記録媒体
US20030198386A1 (en) 2002-04-19 2003-10-23 Huitao Luo System and method for identifying and extracting character strings from captured image data
JP4118749B2 (ja) * 2002-09-05 2008-07-16 株式会社リコー 画像処理装置、画像処理プログラムおよび記憶媒体
JP4350778B2 (ja) * 2002-09-05 2009-10-21 株式会社リコー 画像処理装置、画像処理プログラムおよび記録媒体
JP2004199622A (ja) * 2002-12-20 2004-07-15 Ricoh Co Ltd 画像処理装置、画像処理方法、記録媒体およびプログラム
US7236632B2 (en) 2003-04-11 2007-06-26 Ricoh Company, Ltd. Automated techniques for comparing contents of images
JP4259950B2 (ja) * 2003-08-08 2009-04-30 株式会社リコー 画像認識装置、画像認識プログラムおよび記録媒体
US8086050B2 (en) * 2004-08-25 2011-12-27 Ricoh Co., Ltd. Multi-resolution segmentation and fill
TWI248754B (en) 2004-11-08 2006-02-01 Avision Inc Image acquiring device with background filtering function
US7953295B2 (en) 2006-06-29 2011-05-31 Google Inc. Enhancing text in images
JP2008187327A (ja) 2007-01-29 2008-08-14 Sharp Corp 画像処理装置およびこれを備えた画像形成装置
US8223395B2 (en) * 2007-07-20 2012-07-17 Sharp Laboratories Of America, Inc. Methods and systems for refining text color in a digital image
US8320674B2 (en) * 2008-09-03 2012-11-27 Sony Corporation Text localization for image and video OCR

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CN102782706A (zh) 2012-11-14
KR20130016213A (ko) 2013-02-14
EP2545499A4 (en) 2017-08-30
EP2545499A2 (en) 2013-01-16
WO2011112522A2 (en) 2011-09-15
CN102782706B (zh) 2014-07-23
US20110222768A1 (en) 2011-09-15
CA2790402A1 (en) 2011-09-15
EP2545499B1 (en) 2020-01-08
WO2011112522A3 (en) 2011-11-03
KR101795823B1 (ko) 2017-11-08
ES2773719T3 (es) 2020-07-14
US8526732B2 (en) 2013-09-03
JP2013527513A (ja) 2013-06-27

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