CN102754126B - 使用图像的多级分解确定用于图像的质量计量的方法和系统 - Google Patents

使用图像的多级分解确定用于图像的质量计量的方法和系统 Download PDF

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CN102754126B
CN102754126B CN201080063472.1A CN201080063472A CN102754126B CN 102754126 B CN102754126 B CN 102754126B CN 201080063472 A CN201080063472 A CN 201080063472A CN 102754126 B CN102754126 B CN 102754126B
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quality
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CN102754126A (zh
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S·拉扎扎德
S·库隆布
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ECOLE TECHNOLOGIE SUPERIEURE
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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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • 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
    • G06T2207/20048—Transform domain processing
    • G06T2207/20064—Wavelet transform [DWT]
    • 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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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
CN201080063472.1A 2010-02-12 2010-10-27 使用图像的多级分解确定用于图像的质量计量的方法和系统 Expired - Fee Related CN102754126B (zh)

Applications Claiming Priority (5)

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US30427410P 2010-02-12 2010-02-12
US61/304,274 2010-02-12
US12/906,112 2010-10-17
US12/906,112 US8515182B2 (en) 2009-02-11 2010-10-17 Method and system for determining a quality measure for an image using multi-level decomposition of images
PCT/CA2010/001705 WO2011097697A1 (en) 2010-02-12 2010-10-27 Method and system for determining a quality measure for an image using multi-level decomposition of images

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CN102754126A CN102754126A (zh) 2012-10-24
CN102754126B true CN102754126B (zh) 2016-05-18

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US (2) US8515182B2 (enExample)
EP (1) EP2534639A4 (enExample)
JP (1) JP5510688B2 (enExample)
KR (1) KR101664913B1 (enExample)
CN (1) CN102754126B (enExample)
CA (1) CA2783879C (enExample)
IL (1) IL220737A (enExample)
WO (1) WO2011097697A1 (enExample)

Families Citing this family (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8515181B2 (en) * 2009-02-11 2013-08-20 Ecole De Technologie Superieure Method and system for determining a quality measure for an image using a variable number of multi-level decompositions
US8326046B2 (en) * 2009-02-11 2012-12-04 Ecole De Technologie Superieure Method and system for determining structural similarity between images
US8515182B2 (en) 2009-02-11 2013-08-20 Ecole De Technologie Superieure Method and system for determining a quality measure for an image using multi-level decomposition of images
KR101092650B1 (ko) * 2010-01-12 2011-12-13 서강대학교산학협력단 양자화 코드를 이용한 화질 평가 방법 및 장치
US8792748B2 (en) 2010-10-12 2014-07-29 International Business Machines Corporation Deconvolution of digital images
US8983206B2 (en) * 2011-05-04 2015-03-17 Ecole de Techbologie Superieure Method and system for increasing robustness of visual quality metrics using spatial shifting
US8525883B2 (en) * 2011-09-02 2013-09-03 Sharp Laboratories Of America, Inc. Methods, systems and apparatus for automatic video quality assessment
KR101704662B1 (ko) * 2012-02-29 2017-02-08 고쿠리츠켄큐카이하츠호진 카가쿠기쥬츠신코키코 화상처리용 디지털 필터 및 문자열 경사 착시 생성 장치
CN102930545A (zh) * 2012-11-07 2013-02-13 复旦大学 一种图像质量盲评估的统计测度方法
EP2979244B1 (en) * 2013-03-28 2018-02-21 Thomson Licensing Method and apparatus of creating a perceptual harmony map
CN103258326B (zh) * 2013-04-19 2016-03-30 复旦大学 一种图像质量盲评估的信息保真度方法
CN103218815B (zh) * 2013-04-19 2016-03-30 复旦大学 利用自然场景统计计算图像显著图的方法
US9350916B2 (en) 2013-05-28 2016-05-24 Apple Inc. Interleaving image processing and image capture operations
US9491360B2 (en) 2013-06-06 2016-11-08 Apple Inc. Reference frame selection for still image stabilization
US9262684B2 (en) 2013-06-06 2016-02-16 Apple Inc. Methods of image fusion for image stabilization
US9384552B2 (en) 2013-06-06 2016-07-05 Apple Inc. Image registration methods for still image stabilization
US20150071547A1 (en) 2013-09-09 2015-03-12 Apple Inc. Automated Selection Of Keeper Images From A Burst Photo Captured Set
CN103793912B (zh) * 2014-01-27 2016-08-17 武汉大学 一种基于解译能力等级的光学遥感影像图像质量评价方法
US11064204B2 (en) 2014-05-15 2021-07-13 Arris Enterprises Llc Automatic video comparison of the output of a video decoder
US20150334386A1 (en) * 2014-05-15 2015-11-19 Arris Enterprises, Inc. Automatic video comparison of the output of a video decoder
US20170249521A1 (en) * 2014-05-15 2017-08-31 Arris Enterprises, Inc. Automatic video comparison of the output of a video decoder
CN104899893B (zh) * 2015-07-01 2019-03-19 电子科技大学 基于视觉注意力的图像质量检测方法
CN105100789B (zh) * 2015-07-22 2018-05-15 天津科技大学 一种视频质量评价方法
US10499056B2 (en) * 2016-03-09 2019-12-03 Sony Corporation System and method for video processing based on quantization parameter
CN107578399B (zh) * 2017-07-25 2020-12-15 天津大学 基于边界特征分割的全参考图像质量评价方法
CN108765414B (zh) * 2018-06-14 2021-12-03 上海大学 基于小波分解和自然场景统计的无参考立体图像质量评价方法
CN109344629B (zh) * 2018-09-19 2021-04-23 湖北工程学院 图像加密隐藏方法及装置、图像解密方法及装置
US11205257B2 (en) * 2018-11-29 2021-12-21 Electronics And Telecommunications Research Institute Method and apparatus for measuring video quality based on detection of change in perceptually sensitive region
KR102401340B1 (ko) * 2018-11-29 2022-05-25 한국전자통신연구원 인지 민감 영역의 변화의 검출에 기반하는 비디오 화질 측정 방법 및 장치
US11120536B2 (en) 2018-12-12 2021-09-14 Samsung Electronics Co., Ltd Apparatus and method for determining image sharpness
KR102235723B1 (ko) * 2019-05-30 2021-04-01 주식회사 에이치엔티메디칼 X-ray 장치의 영상 품질 진단 방법
US11756197B2 (en) 2021-03-10 2023-09-12 GE Precision Healthcare LLC Systems and methods of processing magnetic resonance images using phase-sensitive structural similarity index measure

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6683991B1 (en) * 1998-10-30 2004-01-27 Canon Kabushiki Kaisha Method and apparatus for representing a digital image to provide a coded representation
CN101378519A (zh) * 2008-09-28 2009-03-04 宁波大学 一种基于Contourlet变换的质降参考图像质量评价方法
CN101621709A (zh) * 2009-08-10 2010-01-06 浙江大学 一种全参考型图像客观质量评价方法

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6005978A (en) * 1996-02-07 1999-12-21 Cognex Corporation Robust search for image features across image sequences exhibiting non-uniform changes in brightness
US5799112A (en) * 1996-08-30 1998-08-25 Xerox Corporation Method and apparatus for wavelet-based universal halftone image unscreening
JP3213582B2 (ja) * 1997-05-29 2001-10-02 シャープ株式会社 画像符号化装置及び画像復号装置
JP3969688B2 (ja) * 1999-03-24 2007-09-05 株式会社リコー 両眼立体視画像評価装置、両眼立体視画像評価方法及び記録媒体
US6594391B1 (en) * 1999-09-03 2003-07-15 Lucent Technologies Inc. Method and apparatus for texture analysis and replicability determination
US6549674B1 (en) * 2000-10-12 2003-04-15 Picsurf, Inc. Image compression based on tiled wavelet-like transform using edge and non-edge filters
US6909808B2 (en) * 2002-03-08 2005-06-21 Anzus, Inc. Image compression to enhance optical correlation
US7308146B2 (en) * 2002-09-30 2007-12-11 Canon Kabushiki Kaisha Digital video compression
US7228006B2 (en) * 2002-11-25 2007-06-05 Eastman Kodak Company Method and system for detecting a geometrically transformed copy of an image
JP2004348293A (ja) * 2003-05-20 2004-12-09 Nippon Telegr & Teleph Corp <Ntt> 画像品質計算装置および方法、そのプログラム並びに記録媒体
US7512286B2 (en) * 2003-10-27 2009-03-31 Hewlett-Packard Development Company, L.P. Assessing image quality
US7483486B2 (en) * 2004-07-02 2009-01-27 Max-Planck-Gesellschaft Zur Forderung Der Wissenschaften E.V. Method and apparatus for encoding high dynamic range video
GB0427737D0 (en) * 2004-12-17 2005-01-19 Univ Cambridge Tech Method of identifying features within a dataset
JP4763525B2 (ja) * 2006-06-21 2011-08-31 日本電信電話株式会社 映像整合方法
US20080134070A1 (en) 2006-11-09 2008-06-05 Koji Kobayashi Image processing apparatus and image processing method
JP4858610B2 (ja) * 2007-02-28 2012-01-18 株式会社ニコン 画像処理方法
JP4796019B2 (ja) * 2007-08-08 2011-10-19 日本電信電話株式会社 映像品質推定装置、方法、およびプログラム
JP4972004B2 (ja) 2008-01-30 2012-07-11 国立大学法人東京工業大学 画像変換方法およびプログラム
JP4656190B2 (ja) * 2008-06-10 2011-03-23 ソニー株式会社 情報処理装置および方法
US8385971B2 (en) * 2008-08-19 2013-02-26 Digimarc Corporation Methods and systems for content processing
US8805110B2 (en) * 2008-08-19 2014-08-12 Digimarc Corporation Methods and systems for content processing
US8213735B2 (en) * 2008-10-10 2012-07-03 Accusoft Corporation Methods and apparatus for performing image binarization
US8515182B2 (en) 2009-02-11 2013-08-20 Ecole De Technologie Superieure Method and system for determining a quality measure for an image using multi-level decomposition of images
US8515181B2 (en) * 2009-02-11 2013-08-20 Ecole De Technologie Superieure Method and system for determining a quality measure for an image using a variable number of multi-level decompositions
US8326046B2 (en) * 2009-02-11 2012-12-04 Ecole De Technologie Superieure Method and system for determining structural similarity between images

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6683991B1 (en) * 1998-10-30 2004-01-27 Canon Kabushiki Kaisha Method and apparatus for representing a digital image to provide a coded representation
CN101378519A (zh) * 2008-09-28 2009-03-04 宁波大学 一种基于Contourlet变换的质降参考图像质量评价方法
CN101621709A (zh) * 2009-08-10 2010-01-06 浙江大学 一种全参考型图像客观质量评价方法

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
DISCRETE WAVELET TRANSFORM-BASED STRUCTURAL SIMILARITY FOR IMAGE QUALITY ASSESSMENT;Chun-ling Yang等;《2008 15th IEEE International Conference on Image Processing》;20081015;377-380 *
基于小波系数区域相似度的医学图像融合;黄彩霞等;《计算机应用研究》;20080115;第25卷(第1期);274-276 *
基于结构相似度的图像融合质量评价;狄红卫等;《光子学报》;20060530;第35卷(第5期);766-771 *

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CA2783879C (en) 2014-07-22
US20130294703A1 (en) 2013-11-07
EP2534639A1 (en) 2012-12-19
US20110038548A1 (en) 2011-02-17
IL220737A (en) 2016-03-31
KR101664913B1 (ko) 2016-10-11
IL220737A0 (en) 2012-08-30
US8515182B2 (en) 2013-08-20
JP5510688B2 (ja) 2014-06-04
WO2011097697A1 (en) 2011-08-18
EP2534639A4 (en) 2018-07-04
CA2783879A1 (en) 2011-08-18
JP2013520037A (ja) 2013-05-30
KR20120115407A (ko) 2012-10-17
US8660364B2 (en) 2014-02-25
CN102754126A (zh) 2012-10-24

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