JP5543605B2 - 空間画像事前確率を用いたぼけ画像修正 - Google Patents
空間画像事前確率を用いたぼけ画像修正 Download PDFInfo
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- JP5543605B2 JP5543605B2 JP2012534216A JP2012534216A JP5543605B2 JP 5543605 B2 JP5543605 B2 JP 5543605B2 JP 2012534216 A JP2012534216 A JP 2012534216A JP 2012534216 A JP2012534216 A JP 2012534216A JP 5543605 B2 JP5543605 B2 JP 5543605B2
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Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/73—Deblurring; Sharpening
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/68—Control of cameras or camera modules for stable pick-up of the scene, e.g. compensating for camera body vibrations
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/68—Control of cameras or camera modules for stable pick-up of the scene, e.g. compensating for camera body vibrations
- H04N23/682—Vibration or motion blur correction
- H04N23/683—Vibration or motion blur correction performed by a processor, e.g. controlling the readout of an image memory
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N25/00—Circuitry of solid-state image sensors [SSIS]; Control thereof
- H04N25/50—Control of the SSIS exposure
- H04N25/57—Control of the dynamic range
- H04N25/58—Control of the dynamic range involving two or more exposures
- H04N25/581—Control of the dynamic range involving two or more exposures acquired simultaneously
- H04N25/583—Control of the dynamic range involving two or more exposures acquired simultaneously with different integration times
-
- 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
-
- 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
- G06T2207/10141—Special mode during image acquisition
- G06T2207/10144—Varying exposure
-
- 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
- G06T2207/20076—Probabilistic image processing
-
- 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
- G06T2207/20201—Motion blur correction
Landscapes
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Image Processing (AREA)
- Facsimile Image Signal Circuits (AREA)
- Studio Devices (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/580,569 US8390704B2 (en) | 2009-10-16 | 2009-10-16 | Image deblurring using a spatial image prior |
| US12/580,569 | 2009-10-16 | ||
| PCT/US2010/051026 WO2011046755A1 (en) | 2009-10-16 | 2010-10-01 | Image deblurring using a spatial image prior |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2013508811A JP2013508811A (ja) | 2013-03-07 |
| JP2013508811A5 JP2013508811A5 (enExample) | 2013-09-26 |
| JP5543605B2 true JP5543605B2 (ja) | 2014-07-09 |
Family
ID=43033318
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2012534216A Expired - Fee Related JP5543605B2 (ja) | 2009-10-16 | 2010-10-01 | 空間画像事前確率を用いたぼけ画像修正 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US8390704B2 (enExample) |
| EP (1) | EP2489007B1 (enExample) |
| JP (1) | JP5543605B2 (enExample) |
| CN (1) | CN102576454B (enExample) |
| WO (1) | WO2011046755A1 (enExample) |
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| US8264576B2 (en) | 2007-03-05 | 2012-09-11 | DigitalOptics Corporation Europe Limited | RGBW sensor array |
| US8417055B2 (en) | 2007-03-05 | 2013-04-09 | DigitalOptics Corporation Europe Limited | Image processing method and apparatus |
| US8989516B2 (en) | 2007-09-18 | 2015-03-24 | Fotonation Limited | Image processing method and apparatus |
| US7639889B2 (en) * | 2004-11-10 | 2009-12-29 | Fotonation Ireland Ltd. | Method of notifying users regarding motion artifacts based on image analysis |
| US7773118B2 (en) | 2007-03-25 | 2010-08-10 | Fotonation Vision Limited | Handheld article with movement discrimination |
| US20080309770A1 (en) * | 2007-06-18 | 2008-12-18 | Fotonation Vision Limited | Method and apparatus for simulating a camera panning effect |
| US8139886B2 (en) * | 2008-06-23 | 2012-03-20 | Microsoft Corporation | Blur estimation |
| US8781250B2 (en) * | 2008-06-26 | 2014-07-15 | Microsoft Corporation | Image deconvolution using color priors |
| EP2415015B1 (en) * | 2009-03-30 | 2015-08-12 | Telefonaktiebolaget LM Ericsson (publ) | Barcode processing |
| US8437571B2 (en) * | 2009-04-30 | 2013-05-07 | Hewlett-Packard Development Company, L.P. | Method and system for adaptive context-embedded prediction |
| US8208746B2 (en) * | 2009-06-29 | 2012-06-26 | DigitalOptics Corporation Europe Limited | Adaptive PSF estimation technique using a sharp preview and a blurred image |
| KR101594300B1 (ko) * | 2009-11-20 | 2016-02-16 | 삼성전자주식회사 | P s f를 추정하기 위한 장치 및 방법 |
| KR101653272B1 (ko) * | 2009-12-28 | 2016-09-01 | 삼성전자주식회사 | 디지털 촬영 장치, 그 제어 방법, 및 컴퓨터 판독가능 매체 |
| WO2011099244A1 (ja) * | 2010-02-10 | 2011-08-18 | パナソニック株式会社 | 画像処理装置および画像処理方法 |
| JP5543280B2 (ja) | 2010-06-01 | 2014-07-09 | キヤノン株式会社 | 画像処理装置、画像処理方法 |
| JP5656705B2 (ja) * | 2010-06-01 | 2015-01-21 | キヤノン株式会社 | 撮像装置、撮像装置の制御方法 |
| US8792748B2 (en) * | 2010-10-12 | 2014-07-29 | International Business Machines Corporation | Deconvolution of digital images |
| US8532421B2 (en) * | 2010-11-12 | 2013-09-10 | Adobe Systems Incorporated | Methods and apparatus for de-blurring images using lucky frames |
| US9554132B2 (en) * | 2011-05-31 | 2017-01-24 | Dolby Laboratories Licensing Corporation | Video compression implementing resolution tradeoffs and optimization |
| US9124797B2 (en) * | 2011-06-28 | 2015-09-01 | Microsoft Technology Licensing, Llc | Image enhancement via lens simulation |
| KR20140053960A (ko) * | 2011-08-30 | 2014-05-08 | 톰슨 라이센싱 | 이미지 잡음 제거, 압축 및 보간을 위한 비등방성 구배 조정 |
| US8705881B2 (en) | 2011-09-02 | 2014-04-22 | Adobe Systems Incorporated | Motion deblurring for text images |
| US8861884B1 (en) * | 2011-11-21 | 2014-10-14 | Google Inc. | Training classifiers for deblurring images |
| KR101844332B1 (ko) * | 2012-03-13 | 2018-04-03 | 삼성전자주식회사 | 블러 영상 및 노이즈 영상으로 구성된 멀티 프레임을 이용하여 비균일 모션 블러를 제거하는 방법 및 장치 |
| US9143687B2 (en) * | 2012-03-14 | 2015-09-22 | University Of Dayton | Method of analyzing motion blur using double discrete wavelet transform |
| US9137526B2 (en) | 2012-05-07 | 2015-09-15 | Microsoft Technology Licensing, Llc | Image enhancement via calibrated lens simulation |
| US9064318B2 (en) | 2012-10-25 | 2015-06-23 | Adobe Systems Incorporated | Image matting and alpha value techniques |
| US8867856B2 (en) * | 2012-11-12 | 2014-10-21 | Adobe Systems Incorporated | De-noising image content using directional filters for image de-blurring |
| US9355649B2 (en) | 2012-11-13 | 2016-05-31 | Adobe Systems Incorporated | Sound alignment using timing information |
| US9201580B2 (en) | 2012-11-13 | 2015-12-01 | Adobe Systems Incorporated | Sound alignment user interface |
| US9076205B2 (en) * | 2012-11-19 | 2015-07-07 | Adobe Systems Incorporated | Edge direction and curve based image de-blurring |
| US10249321B2 (en) | 2012-11-20 | 2019-04-02 | Adobe Inc. | Sound rate modification |
| US9451304B2 (en) | 2012-11-29 | 2016-09-20 | Adobe Systems Incorporated | Sound feature priority alignment |
| US10455219B2 (en) | 2012-11-30 | 2019-10-22 | Adobe Inc. | Stereo correspondence and depth sensors |
| US9135710B2 (en) | 2012-11-30 | 2015-09-15 | Adobe Systems Incorporated | Depth map stereo correspondence techniques |
| AU2012258467A1 (en) * | 2012-12-03 | 2014-06-19 | Canon Kabushiki Kaisha | Bokeh amplification |
| US10249052B2 (en) | 2012-12-19 | 2019-04-02 | Adobe Systems Incorporated | Stereo correspondence model fitting |
| US9208547B2 (en) | 2012-12-19 | 2015-12-08 | Adobe Systems Incorporated | Stereo correspondence smoothness tool |
| US9214026B2 (en) | 2012-12-20 | 2015-12-15 | Adobe Systems Incorporated | Belief propagation and affinity measures |
| CN103337058B (zh) * | 2013-07-05 | 2015-12-02 | 西北工业大学 | 基于模糊噪声图像对联合优化的图像盲复原方法 |
| US9349165B2 (en) * | 2013-10-23 | 2016-05-24 | Adobe Systems Incorporated | Automatically suggesting regions for blur kernel estimation |
| US9047658B2 (en) * | 2013-11-05 | 2015-06-02 | United Microelectronics Corp. | Method of optical proximity correction |
| US9430817B2 (en) * | 2013-11-12 | 2016-08-30 | Microsoft Technology Licensing, Llc | Blind image deblurring with cascade architecture |
| US9607369B2 (en) * | 2013-11-14 | 2017-03-28 | Kla-Tencor Corporation | Motion and focus blur removal from pattern images |
| CN109089014B (zh) | 2014-02-27 | 2021-02-19 | 杜比实验室特许公司 | 用于控制颤抖可见性的方法、装置及计算机可读介质 |
| CN103955934B (zh) * | 2014-05-06 | 2017-05-24 | 北京大学 | 一种结合图像显著性区域分割的图像模糊检测算法 |
| CN105469363B (zh) | 2014-09-05 | 2018-05-18 | 华为技术有限公司 | 基于模糊图像生成清晰图像的方法和装置 |
| EP3202132B1 (en) | 2014-10-02 | 2020-12-30 | Dolby Laboratories Licensing Corporation | Dual-ended metadata for judder visibility control |
| WO2016107961A1 (en) | 2014-12-29 | 2016-07-07 | Nokia Corporation | Method, apparatus and computer program product for motion deblurring of images |
| US10283031B2 (en) * | 2015-04-02 | 2019-05-07 | Apple Inc. | Electronic device with image processor to reduce color motion blur |
| CN104851079B (zh) * | 2015-05-06 | 2016-07-06 | 中国人民解放军国防科学技术大学 | 基于噪声/模糊图像对的低照度车牌图像恢复方法 |
| TW201716933A (zh) * | 2015-11-06 | 2017-05-16 | 原相科技股份有限公司 | 具有補償失焦影像的光學導航裝置及其補償電路 |
| CN106683174B (zh) * | 2016-12-23 | 2020-10-27 | 南京拓恒无人系统研究院有限公司 | 双目视觉系统的三维重建方法、装置及双目视觉系统 |
| CN106780406A (zh) * | 2017-02-28 | 2017-05-31 | 长沙全度影像科技有限公司 | 一种快速鱼眼图像去模糊方法 |
| CN107292842B (zh) * | 2017-06-15 | 2020-08-07 | 北京大学深圳研究生院 | 基于先验约束和离群值抑制的图像去模糊方法 |
| CN107451973B (zh) * | 2017-07-31 | 2020-05-22 | 西安理工大学 | 基于丰富边缘区域提取的运动模糊图像复原方法 |
| US10593020B2 (en) * | 2018-02-02 | 2020-03-17 | Nvidia Corp. | Unsupervised learning approach for video deblurring |
| CN108830802B (zh) * | 2018-05-16 | 2022-07-08 | 浙江大学 | 一种基于短曝图像梯度导向的图像模糊核估计方法 |
| CN108898611B (zh) * | 2018-06-19 | 2021-09-24 | 东华理工大学 | 基于显著感知先验的模糊区域活动轮廓分割模型 |
| KR102126916B1 (ko) * | 2018-11-30 | 2020-06-26 | 동국대학교 산학협력단 | 블러된 영상 복원을 위한 장치 및 방법 |
| CN111275625B (zh) * | 2018-12-04 | 2023-08-04 | 杭州海康机器人股份有限公司 | 一种图像去模糊方法、装置及电子设备 |
| CN110097509B (zh) * | 2019-03-26 | 2021-05-18 | 杭州电子科技大学 | 一种局部运动模糊图像的复原方法 |
| CN113992848A (zh) * | 2019-04-22 | 2022-01-28 | 深圳市商汤科技有限公司 | 视频图像处理方法及装置 |
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| KR102665968B1 (ko) * | 2019-06-27 | 2024-05-16 | 삼성전자주식회사 | 블러 추정 방법 및 장치 |
| DE112020004812T5 (de) * | 2019-10-07 | 2022-07-21 | Inspekto A.M.V. Ltd | Bewegung in bildern, die in einem visuellen prüfprozess verwendet werden |
| US11645747B2 (en) * | 2020-02-25 | 2023-05-09 | GE Precision Healthcare LLC | Methods and systems for digital mammography imaging |
| CN111416937B (zh) * | 2020-03-25 | 2021-08-20 | Oppo广东移动通信有限公司 | 图像处理方法、装置、存储介质及移动设备 |
| US11222402B2 (en) | 2020-04-24 | 2022-01-11 | Aupera Technologies, Inc. | Adaptive image enhancement |
| CN112465730A (zh) * | 2020-12-18 | 2021-03-09 | 辽宁石油化工大学 | 一种运动视频去模糊的方法 |
| CN112738358B (zh) * | 2020-12-22 | 2023-03-28 | 安徽四创电子股份有限公司 | 一种应用于高速目标视频图像的去运动模糊的方法 |
| CN113177890B (zh) * | 2021-04-27 | 2023-04-18 | 深圳市慧鲤科技有限公司 | 图像处理方法及装置、电子设备和存储介质 |
| KR102328029B1 (ko) * | 2021-06-02 | 2021-11-17 | 아주대학교산학협력단 | 블러 이미지 처리 방법 및 장치 |
| CN114841870B (zh) * | 2022-03-31 | 2025-05-06 | 华为技术有限公司 | 图像处理方法、相关装置和系统 |
| CN116739914A (zh) * | 2023-04-28 | 2023-09-12 | 中科超睿(青岛)技术有限公司 | 图像几何不锐度修正的反卷积方法和系统 |
| WO2025076090A1 (en) * | 2023-10-02 | 2025-04-10 | Google Llc | Deep motion deblur for video |
| CN117557626B (zh) * | 2024-01-12 | 2024-04-05 | 泰安大陆医疗器械有限公司 | 一种气雾喷雾器喷头安装辅助定位方法 |
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| JP2009088935A (ja) * | 2007-09-28 | 2009-04-23 | Sanyo Electric Co Ltd | 画像記録装置、画像補正装置及び撮像装置 |
| JP5213670B2 (ja) * | 2008-01-16 | 2013-06-19 | 三洋電機株式会社 | 撮像装置及びぶれ補正方法 |
| JP4958806B2 (ja) * | 2008-01-22 | 2012-06-20 | 三洋電機株式会社 | ぶれ検出装置、ぶれ補正装置及び撮像装置 |
| US8203602B2 (en) * | 2009-02-06 | 2012-06-19 | Robert Bosch Gmbh | Depth-aware blur kernel estimation method for iris deblurring |
| CN101504765B (zh) * | 2009-03-20 | 2011-06-08 | 东华大学 | 采用梯度融合技术的运动模糊图像序列的复原方法 |
-
2009
- 2009-10-16 US US12/580,569 patent/US8390704B2/en not_active Expired - Fee Related
-
2010
- 2010-10-01 CN CN201080046665.6A patent/CN102576454B/zh not_active Expired - Fee Related
- 2010-10-01 JP JP2012534216A patent/JP5543605B2/ja not_active Expired - Fee Related
- 2010-10-01 EP EP10763949.4A patent/EP2489007B1/en not_active Not-in-force
- 2010-10-01 WO PCT/US2010/051026 patent/WO2011046755A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| JP2013508811A (ja) | 2013-03-07 |
| US20110090352A1 (en) | 2011-04-21 |
| CN102576454B (zh) | 2015-07-08 |
| CN102576454A (zh) | 2012-07-11 |
| EP2489007B1 (en) | 2015-06-03 |
| WO2011046755A1 (en) | 2011-04-21 |
| EP2489007A1 (en) | 2012-08-22 |
| US8390704B2 (en) | 2013-03-05 |
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