BR0202588A - Método e aparelho para a resolução da distorção de perspectiva em uma imagem de documento e para o cálculo de somas de linhas em imagens - Google Patents
Método e aparelho para a resolução da distorção de perspectiva em uma imagem de documento e para o cálculo de somas de linhas em imagensInfo
- Publication number
- BR0202588A BR0202588A BR0202588-4A BR0202588A BR0202588A BR 0202588 A BR0202588 A BR 0202588A BR 0202588 A BR0202588 A BR 0202588A BR 0202588 A BR0202588 A BR 0202588A
- Authority
- BR
- Brazil
- Prior art keywords
- image
- transform
- line
- perspective
- perspective distortion
- Prior art date
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)
Abstract
"MéTODO E APARELHO PARA A RESOLUçãO DA DISTORçãO DE PERSPECTIVA EM UMA IMAGEM DE DOCUMENTO E PARA O CáLCULO DE SOMAS DE LINHAS EM IMAGENS". Uma distorção de perspectiva é estimada em uma imagem de documento digital, pela detecção de ponto de referência de perspectiva em duas direções, um sendo paralelo a linhas de texto e o outro sendo paralelo às fronteiras de colunas de texto formatado. Os ponto de referência são detectados pela análise de características estatísticas direcionais da imagem. Para a detecção de um ponto de referência, uma primeira transformada de linha estatística é aplicada para transformar a imagem em um espaço de linha, e uma segunda transformada de escore estatístico é aplicada para transformar a imagem em um espaço de ponto de referência. Um pico dominante no espaço de ponto de referência identifica o ponto de referência de perspectiva. Além disso, uma técnica de soma de linha eficiente em termos computacionais, é usada para se efetuar somas de pixeis ao longo de linhas alvo inclinadas (ou curvas) através de uma imagem. A técnica inclui a pré-geração de somas parciais e uma soma ao longo de segmentos de intervalo de uma linha alvo usando as somas parciais.
Applications Claiming Priority (1)
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 |
Publications (2)
Publication Number | Publication Date |
---|---|
BR0202588A true BR0202588A (pt) | 2003-04-29 |
BR0202588A8 BR0202588A8 (pt) | 2018-03-06 |
Family
ID=25414327
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
BRPI0202588A BR0202588A8 (pt) | 2001-07-09 | 2002-07-09 | método e aparelho para estimar a perspectiva em uma imagem e método para o cálculo de uma soma de valores de pixel discretos. |
Country Status (5)
Country | Link |
---|---|
US (1) | US6873732B2 (pt) |
EP (1) | EP1276074B1 (pt) |
JP (1) | JP2003091721A (pt) |
BR (1) | BR0202588A8 (pt) |
DE (1) | DE60222722T2 (pt) |
Families Citing this family (63)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
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 |
ATE509329T1 (de) * | 2005-11-10 | 2011-05-15 | Microsoft Corp | Entdeckung biologischer merkmale unter verwendung zusammengesetzter bilder |
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 |
JP5011394B2 (ja) * | 2006-12-01 | 2012-08-29 | コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ | 自動的にマイクロアレイ画像を復号する方法 |
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 |
US8265393B2 (en) * | 2007-05-01 | 2012-09-11 | 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 |
US20100073735A1 (en) * | 2008-05-06 | 2010-03-25 | Compulink Management Center, Inc. | Camera-based document imaging |
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 |
US8831381B2 (en) * | 2012-01-26 | 2014-09-09 | Qualcomm Incorporated | Detecting and correcting skew in regions of text in natural images |
US9064191B2 (en) | 2012-01-26 | 2015-06-23 | Qualcomm Incorporated | Lower modifier detection and extraction from devanagari text images to improve OCR performance |
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 |
US9183458B2 (en) | 2012-07-19 | 2015-11-10 | Qualcomm Incorporated | Parameter selection and coarse localization of interest regions for MSER processing |
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 |
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 |
US9071785B2 (en) | 2013-02-15 | 2015-06-30 | Gradeable, Inc. | Adjusting perspective distortion of an image |
US9095423B2 (en) * | 2013-03-15 | 2015-08-04 | OrCam Technologies, Ltd. | Apparatus and method for providing failed-attempt feedback using a camera on glasses |
US9380286B2 (en) | 2013-04-19 | 2016-06-28 | Adobe Systems Incorporated | Stereoscopic target region filling |
US9350969B2 (en) | 2013-04-19 | 2016-05-24 | Adobe Systems Incorporated | Target region filling involving source regions, depth information, or occlusions |
US20150097827A1 (en) * | 2013-10-09 | 2015-04-09 | Adobe Systems Incorporated | Target Region Fill Utilizing Transformations |
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 |
US8897600B1 (en) * | 2013-12-20 | 2014-11-25 | I.R.I.S. | Method and system for determining vanishing point candidates for projective correction |
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 |
US10002413B2 (en) | 2014-07-22 | 2018-06-19 | 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 |
DK3308350T3 (da) * | 2015-06-12 | 2020-02-17 | Moleskine S R L | Fremgangsmåde til korrígering af et optaget billede, fremgangsmåde til udvælgelse af en tegning, der er skitseret på en side eller på to hosliggende sider af en notesbog, en relativ applikation til en smarttelefon, en indbundet notesbog og en indbundet planlægningskalender |
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/en 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 (en) | 2003-01-15 |
JP2003091721A (ja) | 2003-03-28 |
US20030026482A1 (en) | 2003-02-06 |
US6873732B2 (en) | 2005-03-29 |
DE60222722T2 (de) | 2008-07-17 |
EP1276074A3 (en) | 2004-07-07 |
EP1276074B1 (en) | 2007-10-03 |
BR0202588A8 (pt) | 2018-03-06 |
DE60222722D1 (de) | 2007-11-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
BR0202588A (pt) | Método e aparelho para a resolução da distorção de perspectiva em uma imagem de documento e para o cálculo de somas de linhas em imagens | |
ATE324012T1 (de) | Verfahren zur gerichteten prädiktion eines bildblockes | |
ATE265070T1 (de) | Verfahren und gerät zum ausrichten von bildern | |
DE69817879D1 (de) | Erkennung verzerrter bilder durch schnelle faltung und mittels bilderfassung von markanten punkten und volumeninformation | |
KR970057998A (ko) | 영상 복화화 시스템의 영상 에러 복구 장치 | |
JP2006507087A5 (pt) | ||
DK153786A (da) | Fremgangsmaade og apparat til at bringe delfarvebilleder til at flugte med hinanden | |
BRPI0408394A (pt) | método e equipamento para melhorar qualidade de vìdeo de vìdeo de baixa taxa de bit | |
Rzhanov et al. | Underwater video mosaicing for seabed mapping | |
WO2003046831A3 (en) | A novel subtraction technique for computerized detection of small lung nodules in computer tomography images | |
ATE321314T1 (de) | Schräglage-verarbeitung für raster-abtast-bilder | |
DE50209847D1 (de) | Verfahren und Anordnung zur Zuordnung von Informationen zu digitalen Röntgenaufnahmen | |
WO1998050885A3 (en) | Method and apparatus for performing global image alignment using any local match measure | |
EP1496405A3 (en) | Information processing method and information processing apparatus | |
EP4246440A3 (en) | Method and apparatus for localization based on images and map data | |
GB2381146B (en) | Method and system for enhancing images using edge orientation | |
EP0308673A3 (en) | Image inclination detecting method and apparatus | |
EP1555833A3 (en) | Method and apparatus for motion vector field encoding | |
DE60130825D1 (de) | Bildverarbeitungsgerät, -schaltkreis und -verfahren | |
RU95108213A (ru) | Способ измерения размеров объекта и устройство для его осуществления | |
JP2002185810A5 (pt) | ||
FR2880958B1 (fr) | Procede d'amelioration de la nettete d'au moins une couleur d'une image numerique | |
DK0940039T3 (da) | Fremgangsmåde og apparatur til kompressionskompatibel videoforvrængning | |
ATE333194T1 (de) | Blockbasierte bewegungs- oder tiefenschätzung | |
Liu et al. | A rectification scheme for RST invariant image watermarking |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
B07A | Application suspended after technical examination (opinion) [chapter 7.1 patent gazette] | ||
B09B | Patent application refused [chapter 9.2 patent gazette] |
Free format text: INDEFIRO O PEDIDO DE ACORDO COM O ARTIGO 8O COMBINADO COM ARTIGO 13, ARTIGO 22 DA LPI |
|
B09B | Patent application refused [chapter 9.2 patent gazette] |
Free format text: MANTIDO O INDEFERIMENTO UMA VEZ QUE NAO FOI APRESENTADO RECURSO DENTRO DO PRAZO LEGAL. |
|
B03H | Publication of an application: rectification [chapter 3.8 patent gazette] |