DE60222722D1 - Verfahren und Vorrichtung zur Korrektur von perspektivischen Verzerrungen in Dokumentbildern und zur Summierung von Bildzeilen - Google Patents
Verfahren und Vorrichtung zur Korrektur von perspektivischen Verzerrungen in Dokumentbildern und zur Summierung von BildzeilenInfo
- Publication number
- DE60222722D1 DE60222722D1 DE60222722T DE60222722T DE60222722D1 DE 60222722 D1 DE60222722 D1 DE 60222722D1 DE 60222722 T DE60222722 T DE 60222722T DE 60222722 T DE60222722 T DE 60222722T DE 60222722 D1 DE60222722 D1 DE 60222722D1
- Authority
- DE
- Germany
- Prior art keywords
- image lines
- document images
- perspective distortions
- correcting perspective
- summing image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/80—Geometric correction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/146—Aligning or centring of the image pick-up or image-field
- G06V30/1475—Inclination or skew detection or correction of characters or of image to be recognised
- G06V30/1478—Inclination or skew detection or correction of characters or of image to be recognised of characters or characters lines
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/16—Image preprocessing
- G06V30/166—Normalisation of pattern dimensions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
- Character Input (AREA)
- Editing Of Facsimile Originals (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US09/901,508 US6873732B2 (en) | 2001-07-09 | 2001-07-09 | Method and apparatus for resolving perspective distortion in a document image and for calculating line sums in images |
US901508 | 2001-07-09 |
Publications (2)
Publication Number | Publication Date |
---|---|
DE60222722D1 true DE60222722D1 (de) | 2007-11-15 |
DE60222722T2 DE60222722T2 (de) | 2008-07-17 |
Family
ID=25414327
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE60222722T Expired - Lifetime DE60222722T2 (de) | 2001-07-09 | 2002-07-04 | Verfahren und Vorrichtung zur Korrektur von perspektivischen Verzerrungen in Dokumentbildern und zur Summierung von Bildzeilen |
Country Status (5)
Country | Link |
---|---|
US (1) | US6873732B2 (de) |
EP (1) | EP1276074B1 (de) |
JP (1) | JP2003091721A (de) |
BR (1) | BR0202588A8 (de) |
DE (1) | DE60222722T2 (de) |
Families Citing this family (63)
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GB0104664D0 (en) * | 2001-02-23 | 2001-04-11 | Hewlett Packard Co | Improvements relating to document capture |
US7301564B2 (en) * | 2002-07-17 | 2007-11-27 | Hewlett-Packard Development Company, L.P. | Systems and methods for processing a digital captured image |
DE10302634B4 (de) * | 2003-01-23 | 2004-11-25 | Siemens Ag | Verfahren und Vorrichtung zur Identifikation und Kompensation einer perspektivischen Verzerrung |
JP4508553B2 (ja) | 2003-06-02 | 2010-07-21 | カシオ計算機株式会社 | 撮影画像投影装置、及び撮影画像の補正方法 |
JP4363151B2 (ja) * | 2003-10-14 | 2009-11-11 | カシオ計算機株式会社 | 撮影装置、その画像処理方法及びプログラム |
JP3743828B2 (ja) * | 2003-10-14 | 2006-02-08 | カシオ計算機株式会社 | 電子カメラ |
WO2005041123A1 (ja) * | 2003-10-24 | 2005-05-06 | Fujitsu Limited | 画像歪み補正プログラム,画像歪み補正装置並びに画像歪み補正方法 |
FR2874300B1 (fr) * | 2004-08-11 | 2006-11-24 | Renault Sas | Procede de calibration automatique d'un systeme de stereovision |
US7310625B2 (en) * | 2004-08-12 | 2007-12-18 | Sap Aktiengesellschaft | Knowledge network generation |
US7593595B2 (en) * | 2004-08-26 | 2009-09-22 | Compulink Management Center, Inc. | Photographic document imaging system |
JP4182937B2 (ja) * | 2004-09-28 | 2008-11-19 | カシオ計算機株式会社 | 撮影装置、撮影装置の画像処理方法及びプログラム |
US20060210192A1 (en) * | 2005-03-17 | 2006-09-21 | Symagery Microsystems Inc. | Automatic perspective distortion detection and correction for document imaging |
NO20052656D0 (no) * | 2005-06-02 | 2005-06-02 | Lumex As | Geometrisk bildetransformasjon basert pa tekstlinjesoking |
CA2632188A1 (en) * | 2005-11-10 | 2007-05-24 | Rosetta Inpharmatics Llc | Discover biological features using composite images |
US7330604B2 (en) | 2006-03-02 | 2008-02-12 | Compulink Management Center, Inc. | Model-based dewarping method and apparatus |
AT504372B8 (de) * | 2006-11-13 | 2008-09-15 | Arc Seibersdorf Res Gmbh | Verfahren und vorrichtung zur ermittlung von interpolationswerten in datenfeldern |
CN101192269B (zh) * | 2006-11-29 | 2012-05-02 | 佳能株式会社 | 从图像估计消失点的方法和装置、计算机程序及其存储介质 |
RU2445698C2 (ru) * | 2006-12-01 | 2012-03-20 | Конинклейке Филипс Электроникс Н.В. | Способ автоматического декодирования изображений микроматрицы |
GB0703275D0 (en) * | 2007-02-20 | 2007-03-28 | Skype Ltd | Method of estimating noise levels in a communication system |
CN101267493B (zh) * | 2007-03-16 | 2011-01-19 | 富士通株式会社 | 透视变形文档图像的校正装置和校正方法 |
WO2008137051A1 (en) * | 2007-05-01 | 2008-11-13 | Compulink Management Center, Inc. | Photo-document segmentation method and system |
US8244062B2 (en) * | 2007-10-22 | 2012-08-14 | Hewlett-Packard Development Company, L.P. | Correction of distortion in captured images |
CN100535930C (zh) * | 2007-10-23 | 2009-09-02 | 北京大学 | 一种复杂结构文档图像倾斜快速检测方法 |
US8107766B2 (en) * | 2008-04-03 | 2012-01-31 | Abbyy Software Ltd. | Method and system for straightening out distorted text-lines on images |
CN102084378B (zh) * | 2008-05-06 | 2014-08-27 | 计算机连接管理中心公司 | 基于照相机的文档成像 |
JP5132438B2 (ja) * | 2008-06-19 | 2013-01-30 | キヤノン株式会社 | 画像処理装置および画像処理方法 |
US8285077B2 (en) * | 2008-07-15 | 2012-10-09 | Nuance Communications, Inc. | Automatic correction of digital image distortion |
GB2461912A (en) | 2008-07-17 | 2010-01-20 | Micron Technology Inc | Method and apparatus for dewarping and/or perspective correction of an image |
US8160393B2 (en) * | 2008-09-18 | 2012-04-17 | Certifi Media Inc. | Method for image skew detection |
CN101789122B (zh) * | 2009-01-22 | 2013-06-26 | 佳能株式会社 | 用于校正畸变文档图像的方法和系统 |
US20110299775A1 (en) * | 2010-06-08 | 2011-12-08 | International Business Machines Corporation | Correcting page curl in scanned books |
US9064191B2 (en) | 2012-01-26 | 2015-06-23 | Qualcomm Incorporated | Lower modifier detection and extraction from devanagari text images to improve OCR performance |
US9053361B2 (en) | 2012-01-26 | 2015-06-09 | Qualcomm Incorporated | Identifying regions of text to merge in a natural image or video frame |
US8773731B2 (en) | 2012-04-17 | 2014-07-08 | uFollowit, Inc. | Method for capturing high-quality document images |
DE102012105444A1 (de) | 2012-06-22 | 2013-12-24 | Ovd Kinegram Ag | Sicherheitselement mit diffraktiver Struktur |
US9141874B2 (en) | 2012-07-19 | 2015-09-22 | Qualcomm Incorporated | Feature extraction and use with a probability density function (PDF) divergence metric |
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 |
US9183458B2 (en) | 2012-07-19 | 2015-11-10 | Qualcomm Incorporated | Parameter selection and coarse localization of interest regions for MSER processing |
US9076242B2 (en) | 2012-07-19 | 2015-07-07 | Qualcomm Incorporated | Automatic correction of skew in natural images and video |
US9047540B2 (en) | 2012-07-19 | 2015-06-02 | Qualcomm Incorporated | Trellis based word decoder with reverse pass |
US9071785B2 (en) | 2013-02-15 | 2015-06-30 | Gradeable, Inc. | Adjusting perspective distortion of an image |
US10339406B2 (en) * | 2013-03-15 | 2019-07-02 | Orcam Technologies Ltd. | Apparatus and method for using background change to determine context |
US9350969B2 (en) | 2013-04-19 | 2016-05-24 | Adobe Systems Incorporated | Target region filling involving source regions, depth information, or occlusions |
US9380286B2 (en) | 2013-04-19 | 2016-06-28 | Adobe Systems Incorporated | Stereoscopic target region filling |
US20150097827A1 (en) * | 2013-10-09 | 2015-04-09 | Adobe Systems Incorporated | Target Region Fill Utilizing Transformations |
WO2015092059A1 (en) * | 2013-12-20 | 2015-06-25 | I.R.I.S. | Method and system for correcting projective distortions. |
US8913836B1 (en) * | 2013-12-20 | 2014-12-16 | I.R.I.S. | Method and system for correcting projective distortions using eigenpoints |
US8897600B1 (en) * | 2013-12-20 | 2014-11-25 | I.R.I.S. | Method and system for determining vanishing point candidates for projective correction |
US8811751B1 (en) * | 2013-12-20 | 2014-08-19 | I.R.I.S. | Method and system for correcting projective distortions with elimination steps on multiple levels |
WO2016014040A1 (en) | 2014-07-22 | 2016-01-28 | Hewlett-Packard Development Company, L.P. | Recovering planar projections |
CN104463126A (zh) * | 2014-12-15 | 2015-03-25 | 湖南工业大学 | 一种扫描文档图像的倾斜角自动检测方法 |
US10504215B2 (en) * | 2015-06-12 | 2019-12-10 | Moleskine S.R.L. | Method of correcting a captured image, method of selecting a drawing sketched on a page or on two adjacent pages of a notebook, a relative app for smartphone, a hardback notebook and a hardback agenda |
WO2016203282A1 (en) * | 2015-06-18 | 2016-12-22 | The Nielsen Company (Us), Llc | Methods and apparatus to capture photographs using mobile devices |
US9749554B2 (en) | 2015-08-20 | 2017-08-29 | Semiconductor Components Industries, Llc | Systems and methods for weighted image signal readout |
CN105184294B (zh) * | 2015-09-22 | 2018-12-04 | 成都数联铭品科技有限公司 | 一种基于像素追踪的倾斜文字判断识别方法 |
RU2631765C1 (ru) * | 2016-04-26 | 2017-09-26 | Общество с ограниченной ответственностью "Аби Девелопмент" | Способ и система исправления перспективных искажений в изображениях, занимающих двухстраничный разворот |
RU2621601C1 (ru) * | 2016-06-27 | 2017-06-06 | Общество с ограниченной ответственностью "Аби Девелопмент" | Устранение искривлений изображения документа |
US10127673B1 (en) * | 2016-12-16 | 2018-11-13 | Workday, Inc. | Word bounding box detection |
CN108446698B (zh) * | 2018-03-15 | 2020-08-21 | 腾讯大地通途(北京)科技有限公司 | 在图像中检测文本的方法、装置、介质及电子设备 |
CN110414309A (zh) * | 2019-05-27 | 2019-11-05 | 上海眼控科技股份有限公司 | 一种车辆铭牌的自动识别方法 |
JP7406884B2 (ja) * | 2019-06-27 | 2023-12-28 | キヤノン株式会社 | 情報処理装置、プログラム及び制御方法 |
CN112348025B (zh) * | 2020-11-06 | 2023-04-07 | 上海商汤智能科技有限公司 | 字符检测方法及装置、电子设备和存储介质 |
CN112381738B (zh) * | 2020-11-23 | 2023-12-05 | 深圳企业云科技股份有限公司 | 一种基于相关运算的透视图像自适应校正算法 |
Family Cites Families (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5187753A (en) | 1989-12-08 | 1993-02-16 | Xerox Corporation | Method and apparatus for identification and correction of document skew |
AU2049792A (en) * | 1991-08-30 | 1993-03-04 | Bear Automotive Service Equipment Company | Wheel alignment system |
US5285504A (en) * | 1991-09-27 | 1994-02-08 | Research Foundation Of The State University Of New York | Page segmentation with tilt compensation |
US5638116A (en) * | 1993-09-08 | 1997-06-10 | Sumitomo Electric Industries, Ltd. | Object recognition apparatus and method |
CA2135240A1 (en) * | 1993-12-01 | 1995-06-02 | James F. Frazier | Automated license plate locator and reader |
GB2305050A (en) | 1995-09-08 | 1997-03-26 | Orad Hi Tec Systems Ltd | Determining the position of a television camera for use in a virtual studio employing chroma keying |
US5832110A (en) * | 1996-05-28 | 1998-11-03 | Ricoh Company, Ltd. | Image registration using projection histogram matching |
JPH11232378A (ja) * | 1997-12-09 | 1999-08-27 | Canon Inc | デジタルカメラ、そのデジタルカメラを用いた文書処理システム、コンピュータ可読の記憶媒体、及び、プログラムコード送出装置 |
US6400848B1 (en) * | 1999-03-30 | 2002-06-04 | Eastman Kodak Company | Method for modifying the perspective of a digital image |
US6473517B1 (en) * | 1999-09-15 | 2002-10-29 | Siemens Corporate Research, Inc. | Character segmentation method for vehicle license plate recognition |
US6778699B1 (en) * | 2000-03-27 | 2004-08-17 | Eastman Kodak Company | Method of determining vanishing point location from an image |
-
2001
- 2001-07-09 US US09/901,508 patent/US6873732B2/en not_active Expired - Lifetime
-
2002
- 2002-07-02 JP JP2002192999A patent/JP2003091721A/ja active Pending
- 2002-07-04 EP EP02014882A patent/EP1276074B1/de not_active Expired - Lifetime
- 2002-07-04 DE DE60222722T patent/DE60222722T2/de not_active Expired - Lifetime
- 2002-07-09 BR BRPI0202588A patent/BR0202588A8/pt not_active Application Discontinuation
Also Published As
Publication number | Publication date |
---|---|
EP1276074A2 (de) | 2003-01-15 |
US6873732B2 (en) | 2005-03-29 |
US20030026482A1 (en) | 2003-02-06 |
JP2003091721A (ja) | 2003-03-28 |
BR0202588A8 (pt) | 2018-03-06 |
EP1276074B1 (de) | 2007-10-03 |
EP1276074A3 (de) | 2004-07-07 |
BR0202588A (pt) | 2003-04-29 |
DE60222722T2 (de) | 2008-07-17 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition |