CN107710279B - 静态脏污检测与校正 - Google Patents
静态脏污检测与校正 Download PDFInfo
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- CN107710279B CN107710279B CN201680038530.2A CN201680038530A CN107710279B CN 107710279 B CN107710279 B CN 107710279B CN 201680038530 A CN201680038530 A CN 201680038530A CN 107710279 B CN107710279 B CN 107710279B
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/77—Retouching; Inpainting; Scratch removal
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/20—Image enhancement or restoration using local operators
- G06T5/30—Erosion or dilatation, e.g. thinning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20172—Image enhancement details
- G06T2207/20182—Noise reduction or smoothing in the temporal domain; Spatio-temporal filtering
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30168—Image quality inspection
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30248—Vehicle exterior or interior
- G06T2207/30252—Vehicle exterior; Vicinity of vehicle
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Processing (AREA)
- Facsimile Image Signal Circuits (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP15174934.8 | 2015-07-02 | ||
| EP15174934.8A EP3113107B1 (en) | 2015-07-02 | 2015-07-02 | Static soiling detection and correction |
| PCT/EP2016/060379 WO2017001096A1 (en) | 2015-07-02 | 2016-05-10 | Static soiling detection and correction |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107710279A CN107710279A (zh) | 2018-02-16 |
| CN107710279B true CN107710279B (zh) | 2021-07-27 |
Family
ID=53836360
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201680038530.2A Active CN107710279B (zh) | 2015-07-02 | 2016-05-10 | 静态脏污检测与校正 |
Country Status (6)
| Country | Link |
|---|---|
| US (2) | US10521890B2 (enExample) |
| EP (1) | EP3113107B1 (enExample) |
| JP (1) | JP6788619B2 (enExample) |
| KR (1) | KR102606931B1 (enExample) |
| CN (1) | CN107710279B (enExample) |
| WO (1) | WO2017001096A1 (enExample) |
Families Citing this family (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109101889B (zh) * | 2018-07-12 | 2019-08-02 | 新昌县哈坎机械配件厂 | 基于灰尘分析的指纹扫描机构 |
| CN111147761A (zh) * | 2019-12-28 | 2020-05-12 | 中国第一汽车股份有限公司 | 一种车用摄像设备清洗方法、系统、车辆及存储介质 |
| US11276156B2 (en) * | 2020-01-07 | 2022-03-15 | GM Global Technology Operations LLC | Gaussian image quality analysis tool and method for operation |
| DE102020003199A1 (de) * | 2020-05-28 | 2020-08-06 | Daimler Ag | Verfahren zur Erkennung von Bildartefakten, Steuereinrichtung zur Durchführung eines solchen Verfahrens, Erkennungsvorrichtung mit einer solchen Steuereinrichtung und Kraftfahrzeug mit einer solchen Erkennungsvorrichtung |
| CN111967345B (zh) * | 2020-07-28 | 2023-10-31 | 国网上海市电力公司 | 一种实时判定摄像头遮挡状态的方法 |
| DE102020209796A1 (de) | 2020-08-04 | 2022-02-10 | Robert Bosch Gesellschaft mit beschränkter Haftung | Verfahren und Anordnung zum Betreiben einer kamerabasierten Sensoreinrichtung, Computerprogrammprodukt und landwirtschaftliche Vorrichtung |
| WO2022092620A1 (en) | 2020-10-30 | 2022-05-05 | Samsung Electronics Co., Ltd. | Method and system operating an imaging system in an image capturing device based on artificial intelligence techniques |
| JP7617395B2 (ja) | 2021-02-19 | 2025-01-20 | 日本製鉄株式会社 | 画像処理装置、画像処理方法及びプログラム |
| CN115393250B (zh) * | 2021-05-25 | 2025-09-16 | 上海西门子医疗器械有限公司 | 线伪影的评估方法、系统、x射线机及存储介质 |
| CN114271791B (zh) * | 2022-01-12 | 2023-03-24 | 广州永士达医疗科技有限责任公司 | 一种oct成像系统的伪影检测方法及装置 |
| CN114596280B (zh) * | 2022-03-08 | 2022-09-09 | 常州市宏发纵横新材料科技股份有限公司 | 一种碳纤维布面生产过程中碎屑纸的检测方法及装置 |
| US12470835B2 (en) * | 2023-02-06 | 2025-11-11 | Motorola Solutions, Inc. | Method and apparatus for analyzing a dirty camera lens to determine if the dirty camera lens causes a failure to detect various events |
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| EP1168823A3 (en) * | 2000-06-29 | 2003-05-02 | Eastman Kodak Company | A method of determining the extent of blocking artifacts in a digital image |
| WO2003060826A1 (de) * | 2002-01-17 | 2003-07-24 | Robert Bosch Gmbh | Verfahren und vorrichtung zur erkennung von sichtbehinderungen bei bildsensorsystemen |
| EP1258403A3 (en) * | 2001-05-16 | 2004-03-03 | Nippon Sheet Glass Co., Ltd. | Object sensing device and wiper controlling apparatus using the same |
| KR100547140B1 (ko) * | 2003-09-13 | 2006-01-26 | 삼성전자주식회사 | 디지털 영상 확대방법 및 장치 |
| CN1774722A (zh) * | 2003-03-17 | 2006-05-17 | 高通股份有限公司 | 用于提高低比特率视频的视频质量的方法和装置 |
| WO2008022005A2 (en) * | 2006-08-09 | 2008-02-21 | Fotonation Vision Limited | Detection and correction of flash artifacts from airborne particulates |
| CN101178808A (zh) * | 2007-11-15 | 2008-05-14 | 南方医科大学 | 一种改进的锥形束ct环形伪影的消除方法 |
| CN101281596A (zh) * | 2007-04-05 | 2008-10-08 | 三菱电机株式会社 | 用于检测场景中的遗留对象的方法 |
| CN101658027A (zh) * | 2007-03-31 | 2010-02-24 | 索尼德国有限责任公司 | 用于图像帧的降噪方法和单元 |
| WO2010038223A1 (en) * | 2008-10-01 | 2010-04-08 | Hi-Key Limited | A method and a system for detecting the presence of an impediment on a lens of an image capture device to light passing through the lens of an image capture device |
| CN102348128A (zh) * | 2010-07-30 | 2012-02-08 | 株式会社日立制作所 | 具有摄像机异常检测装置的监视用摄像机系统 |
| CN103156629A (zh) * | 2011-12-16 | 2013-06-19 | 佳能株式会社 | 图像处理设备和图像处理方法 |
| US20130308860A1 (en) * | 2012-05-16 | 2013-11-21 | Katholieke Universiteit Leuven, K.U. Leuven R&D | Feature Detection in Numeric Data |
| CN103871039A (zh) * | 2014-03-07 | 2014-06-18 | 西安电子科技大学 | 一种sar图像变化检测差异图生成方法 |
| CN104504669A (zh) * | 2014-12-12 | 2015-04-08 | 天津大学 | 一种基于局部二值模式的中值滤波检测方法 |
| CN104680532A (zh) * | 2015-03-02 | 2015-06-03 | 北京格灵深瞳信息技术有限公司 | 一种对象标注方法及装置 |
Family Cites Families (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| NL263833A (enExample) | 1960-04-23 | |||
| US6965395B1 (en) * | 2000-09-12 | 2005-11-15 | Dialog Semiconductor Gmbh | Methods and systems for detecting defective imaging pixels and pixel values |
| JP2004310282A (ja) * | 2003-04-03 | 2004-11-04 | Nissan Motor Co Ltd | 車両検出装置 |
| JP2005044196A (ja) * | 2003-07-23 | 2005-02-17 | Sharp Corp | 移動体周辺監視装置、自動車、移動体周辺監視方法、制御プログラムおよび可読記録媒体 |
| US7295233B2 (en) * | 2003-09-30 | 2007-11-13 | Fotonation Vision Limited | Detection and removal of blemishes in digital images utilizing original images of defocused scenes |
| US7046902B2 (en) * | 2003-09-30 | 2006-05-16 | Coractive High-Tech Inc. | Large mode field diameter optical fiber |
| US20070047834A1 (en) * | 2005-08-31 | 2007-03-01 | International Business Machines Corporation | Method and apparatus for visual background subtraction with one or more preprocessing modules |
| FR2901218B1 (fr) * | 2006-05-22 | 2009-02-13 | Valeo Vision Sa | Procede de detection de pluie sur un parebrise |
| JP4654208B2 (ja) * | 2007-02-13 | 2011-03-16 | 日立オートモティブシステムズ株式会社 | 車載用走行環境認識装置 |
| US8244057B2 (en) * | 2007-06-06 | 2012-08-14 | Microsoft Corporation | Removal of image artifacts from sensor dust |
| US8351736B2 (en) * | 2009-06-02 | 2013-01-08 | Microsoft Corporation | Automatic dust removal in digital images |
| JP2012038048A (ja) * | 2010-08-06 | 2012-02-23 | Alpine Electronics Inc | 車両用障害物検出装置 |
| DE102011013527A1 (de) * | 2011-03-10 | 2012-01-05 | Daimler Ag | Verfahren und Vorrichtung zur Ermittlung von Wasser auf einer Fahrzeugscheibe |
| EA016450B1 (ru) * | 2011-09-30 | 2012-05-30 | Закрытое Акционерное Общество "Импульс" | Способ коррекции яркости дефектных пикселей цифрового монохромного изображения |
| US10262397B2 (en) * | 2014-12-19 | 2019-04-16 | Intel Corporation | Image de-noising using an equalized gradient space |
-
2015
- 2015-07-02 EP EP15174934.8A patent/EP3113107B1/en active Active
-
2016
- 2016-05-10 KR KR1020177037464A patent/KR102606931B1/ko active Active
- 2016-05-10 WO PCT/EP2016/060379 patent/WO2017001096A1/en not_active Ceased
- 2016-05-10 CN CN201680038530.2A patent/CN107710279B/zh active Active
- 2016-05-10 JP JP2017567405A patent/JP6788619B2/ja active Active
-
2017
- 2017-12-18 US US15/845,645 patent/US10521890B2/en active Active
-
2019
- 2019-09-05 US US16/562,140 patent/US11138698B2/en active Active
Patent Citations (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1168823A3 (en) * | 2000-06-29 | 2003-05-02 | Eastman Kodak Company | A method of determining the extent of blocking artifacts in a digital image |
| EP1258403A3 (en) * | 2001-05-16 | 2004-03-03 | Nippon Sheet Glass Co., Ltd. | Object sensing device and wiper controlling apparatus using the same |
| WO2003060826A1 (de) * | 2002-01-17 | 2003-07-24 | Robert Bosch Gmbh | Verfahren und vorrichtung zur erkennung von sichtbehinderungen bei bildsensorsystemen |
| CN1774722A (zh) * | 2003-03-17 | 2006-05-17 | 高通股份有限公司 | 用于提高低比特率视频的视频质量的方法和装置 |
| KR100547140B1 (ko) * | 2003-09-13 | 2006-01-26 | 삼성전자주식회사 | 디지털 영상 확대방법 및 장치 |
| WO2008022005A2 (en) * | 2006-08-09 | 2008-02-21 | Fotonation Vision Limited | Detection and correction of flash artifacts from airborne particulates |
| CN101658027A (zh) * | 2007-03-31 | 2010-02-24 | 索尼德国有限责任公司 | 用于图像帧的降噪方法和单元 |
| CN101281596A (zh) * | 2007-04-05 | 2008-10-08 | 三菱电机株式会社 | 用于检测场景中的遗留对象的方法 |
| CN101178808A (zh) * | 2007-11-15 | 2008-05-14 | 南方医科大学 | 一种改进的锥形束ct环形伪影的消除方法 |
| WO2010038223A1 (en) * | 2008-10-01 | 2010-04-08 | Hi-Key Limited | A method and a system for detecting the presence of an impediment on a lens of an image capture device to light passing through the lens of an image capture device |
| CN102348128A (zh) * | 2010-07-30 | 2012-02-08 | 株式会社日立制作所 | 具有摄像机异常检测装置的监视用摄像机系统 |
| CN103156629A (zh) * | 2011-12-16 | 2013-06-19 | 佳能株式会社 | 图像处理设备和图像处理方法 |
| US20130308860A1 (en) * | 2012-05-16 | 2013-11-21 | Katholieke Universiteit Leuven, K.U. Leuven R&D | Feature Detection in Numeric Data |
| CN103871039A (zh) * | 2014-03-07 | 2014-06-18 | 西安电子科技大学 | 一种sar图像变化检测差异图生成方法 |
| CN104504669A (zh) * | 2014-12-12 | 2015-04-08 | 天津大学 | 一种基于局部二值模式的中值滤波检测方法 |
| CN104680532A (zh) * | 2015-03-02 | 2015-06-03 | 北京格灵深瞳信息技术有限公司 | 一种对象标注方法及装置 |
Non-Patent Citations (4)
| Title |
|---|
| 《Removal of Image Artifacts Due to Sensor Dust》;Changyin Zhou,et al;《Association for Computing Machinery》;20070630;全文 * |
| 《Removing Image Artifacts Due to Dirty Camera Lenses and Thin Occluders》;Jinwei Gu,et al;《ACM Transactions on Graphics(TOG)》;20091231;全文 * |
| 《一种快速去除CT环形伪影的方法》;齐宏亮,等;《南方医科大学学报》;20121231;第32卷(第12期);全文 * |
| 《改进Canny算法的CT图像环形伪影校正》;王钰,等;《光学精密工程》;20111130;第19卷(第11期);全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107710279A (zh) | 2018-02-16 |
| US11138698B2 (en) | 2021-10-05 |
| WO2017001096A1 (en) | 2017-01-05 |
| EP3113107A1 (en) | 2017-01-04 |
| KR20180026399A (ko) | 2018-03-12 |
| JP2018523222A (ja) | 2018-08-16 |
| US20180174277A1 (en) | 2018-06-21 |
| JP6788619B2 (ja) | 2020-11-25 |
| US10521890B2 (en) | 2019-12-31 |
| EP3113107B1 (en) | 2018-12-05 |
| KR102606931B1 (ko) | 2023-11-27 |
| US20200034954A1 (en) | 2020-01-30 |
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Effective date of registration: 20230105 Address after: Germany Ingolstadt Patentee after: Continental Zhixing Germany Co.,Ltd. Address before: Hannover Patentee before: CONTINENTAL AUTOMOTIVE GmbH |