KR101205273B1 - 명암 향상을 위한 히스토그램-모델링 기반 알고리즘 - Google Patents

명암 향상을 위한 히스토그램-모델링 기반 알고리즘 Download PDF

Info

Publication number
KR101205273B1
KR101205273B1 KR1020107017658A KR20107017658A KR101205273B1 KR 101205273 B1 KR101205273 B1 KR 101205273B1 KR 1020107017658 A KR1020107017658 A KR 1020107017658A KR 20107017658 A KR20107017658 A KR 20107017658A KR 101205273 B1 KR101205273 B1 KR 101205273B1
Authority
KR
South Korea
Prior art keywords
histogram
image
spread
contrast
determining
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 - Fee Related
Application number
KR1020107017658A
Other languages
English (en)
Korean (ko)
Other versions
KR20100101174A (ko
Inventor
잉용 퀴
Original Assignee
콸콤 인코포레이티드
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 콸콤 인코포레이티드 filed Critical 콸콤 인코포레이티드
Publication of KR20100101174A publication Critical patent/KR20100101174A/ko
Application granted granted Critical
Publication of KR101205273B1 publication Critical patent/KR101205273B1/ko
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40Picture signal circuits
    • H04N1/407Control or modification of tonal gradation or of extreme levels, e.g. background level
    • H04N1/4072Control or modification of tonal gradation or of extreme levels, e.g. background level dependent on the contents of the original
    • H04N1/4074Control or modification of tonal gradation or of extreme levels, e.g. background level dependent on the contents of the original using histograms
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/44Receiver circuitry for the reception of television signals according to analogue transmission standards
    • H04N5/57Control of contrast or brightness
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/10Image enhancement or restoration using non-spatial domain filtering
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/40Image enhancement or restoration using histogram techniques
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/50Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/90Dynamic range modification of images or parts thereof
    • G06T5/92Dynamic range modification of images or parts thereof based on global image properties
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20048Transform domain processing
    • G06T2207/20056Discrete and fast Fourier transform, [DFT, FFT]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Image Processing (AREA)
  • Facsimile Image Signal Circuits (AREA)
  • User Interface Of Digital Computer (AREA)
KR1020107017658A 2008-01-17 2009-01-16 명암 향상을 위한 히스토그램-모델링 기반 알고리즘 Expired - Fee Related KR101205273B1 (ko)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US2183108P 2008-01-17 2008-01-17
US61/021,831 2008-01-17
US12/169,439 US8457399B2 (en) 2008-01-17 2008-07-08 Histogram-modeling based algorithm for contrast enhancement
US12/169,439 2008-07-08
PCT/US2009/031304 WO2009092018A1 (en) 2008-01-17 2009-01-16 A histogram-modeling based algorithm for contrast enhancement

Related Child Applications (1)

Application Number Title Priority Date Filing Date
KR1020127011702A Division KR101239246B1 (ko) 2008-01-17 2009-01-16 명암 향상을 위한 히스토그램-모델링 기반 알고리즘

Publications (2)

Publication Number Publication Date
KR20100101174A KR20100101174A (ko) 2010-09-16
KR101205273B1 true KR101205273B1 (ko) 2012-11-27

Family

ID=40876549

Family Applications (2)

Application Number Title Priority Date Filing Date
KR1020107017658A Expired - Fee Related KR101205273B1 (ko) 2008-01-17 2009-01-16 명암 향상을 위한 히스토그램-모델링 기반 알고리즘
KR1020127011702A Expired - Fee Related KR101239246B1 (ko) 2008-01-17 2009-01-16 명암 향상을 위한 히스토그램-모델링 기반 알고리즘

Family Applications After (1)

Application Number Title Priority Date Filing Date
KR1020127011702A Expired - Fee Related KR101239246B1 (ko) 2008-01-17 2009-01-16 명암 향상을 위한 히스토그램-모델링 기반 알고리즘

Country Status (7)

Country Link
US (1) US8457399B2 (https=)
EP (1) EP2229768A1 (https=)
JP (1) JP5102370B2 (https=)
KR (2) KR101205273B1 (https=)
CN (1) CN101897173B (https=)
TW (1) TW201002045A (https=)
WO (1) WO2009092018A1 (https=)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10645346B2 (en) * 2013-01-18 2020-05-05 Careview Communications, Inc. Patient video monitoring systems and methods having detection algorithm recovery from changes in illumination
TWI408619B (zh) * 2009-11-16 2013-09-11 Inst Information Industry 影像對比提昇裝置及其方法
CN101707666A (zh) * 2009-11-26 2010-05-12 北京中星微电子有限公司 一种高动态范围的调整方法和装置
US8577141B2 (en) * 2010-11-05 2013-11-05 Lg Innotek Co., Ltd. Method of enhancing contrast using bezier curve
CN102314673B (zh) * 2011-08-02 2013-06-05 中国科学院长春光学精密机械与物理研究所 一种自适应图像增强方法
CN104952052A (zh) * 2014-03-28 2015-09-30 南京理工大学 一种对emccd图像进行增强的方法
CN109003227B (zh) * 2018-06-29 2021-07-27 Tcl华星光电技术有限公司 一种增强对比度的装置及显示器
CN113112435B (zh) * 2020-04-23 2023-09-22 江苏理工学院 一种小波域正反图像融合的可变对比度增强方法及装置

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH07240166A (ja) 1994-02-25 1995-09-12 Hitachi Ltd 電子顕微鏡
US5581370A (en) 1995-06-05 1996-12-03 Xerox Corporation Image-dependent automatic area of interest enhancement
DE69622379T2 (de) 1996-05-30 2003-02-13 Agfa-Gevaert, Mortsel Erkennung und Korrektur von spiegelnden Reflexionen in der digitalen Bilderfassung
DE60123914T2 (de) 2001-01-05 2007-03-15 Seiko Epson Corp. System und Verfahren zur Bilddatenverarbeitung, Rechnerprogramm zur Durchführung des Verfahrens und Datenträger zur Speicherung des Programms
EP1345172A1 (en) * 2002-02-26 2003-09-17 Sony International (Europe) GmbH Contrast enhancement for digital images

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Buades et al, "Image enhancement by non-local reverse heat equation" Technical report 22, CMLA(2006)

Also Published As

Publication number Publication date
KR101239246B1 (ko) 2013-03-18
KR20100101174A (ko) 2010-09-16
WO2009092018A1 (en) 2009-07-23
KR20120051103A (ko) 2012-05-21
US20090185743A1 (en) 2009-07-23
TW201002045A (en) 2010-01-01
CN101897173B (zh) 2012-12-05
JP5102370B2 (ja) 2012-12-19
EP2229768A1 (en) 2010-09-22
CN101897173A (zh) 2010-11-24
US8457399B2 (en) 2013-06-04
JP2011514030A (ja) 2011-04-28

Similar Documents

Publication Publication Date Title
KR101205273B1 (ko) 명암 향상을 위한 히스토그램-모델링 기반 알고리즘
KR100756318B1 (ko) 이득 조절 가능한 절단 빈도함수 평활화를 이용한 영상처리 방법 및 시스템
Chang et al. Automatic contrast-limited adaptive histogram equalization with dual gamma correction
US7020332B2 (en) Method and apparatus for enhancing a digital image by applying an inverse histogram-based pixel mapping function to pixels of the digital image
US20180047141A1 (en) Brightness control for spatially adaptive tone mapping of high dynamic range (hdr) images
KR102317613B1 (ko) 로컬라이징된 콘트라스트 향상을 위한 시스템들 및 방법들
US20110310116A1 (en) Method for converting input image data into output image data, image conversion unit for converting input image data into output image data, image processing apparatus, display device
US10839495B2 (en) Computing devices and methods of image processing with input image data and reference tone mapping strength data
Vishwakarma Color image enhancement techniques: a critical review
US20090202167A1 (en) Method and apparatus for image enhancement
Boschetti et al. High dynamic range image tone mapping based on local histogram equalization
El Mezeni et al. Enhanced local tone mapping for detail preserving reproduction of high dynamic range images
Chen et al. Underwater images enhancement using contrast limited adaptive parameter settings histogram equalization
US20250054119A1 (en) HDR Tone Mapping System and Method with Semantic Segmentation
KR100701306B1 (ko) 영상신호의 슈트 아티팩트 처리장치 및 방법
Jang et al. Performance analysis of structural similarity-based backlight dimming algorithm modulated by controlling allowable local distortion of output image
Wang et al. Tone-preserving contrast enhancement in images using rational tone mapping and constrained optimization
Chang et al. Image contrast enhancement based on a local standard deviation model
Xue et al. P‐5.6: Synergistic Low‐Light Image Enhancement: A Fusion of Dark Channel Dehazing and K‐means Clustering
Neelima et al. Performance assessment of TMOs
Gaba et al. Implementation of image enhancement techniques
CN120374469A (zh) 图像处理方法及其装置
Jaiswal et al. Contrast Preserving Tone Reproduction for High Dynamic Range Images
Haithami Image Contrast Enhancement Based on the Intensity of Regions’ Pixels
Chang et al. Image Enhancement Algorithm Based on Zone System and Dual-Exposure Techniques

Legal Events

Date Code Title Description
A201 Request for examination
PA0105 International application

St.27 status event code: A-0-1-A10-A15-nap-PA0105

PA0201 Request for examination

St.27 status event code: A-1-2-D10-D11-exm-PA0201

PG1501 Laying open of application

St.27 status event code: A-1-1-Q10-Q12-nap-PG1501

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

St.27 status event code: A-1-2-D10-D21-exm-PE0902

A107 Divisional application of patent
E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

PA0104 Divisional application for international application

St.27 status event code: A-0-1-A10-A18-div-PA0104

St.27 status event code: A-0-1-A10-A16-div-PA0104

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

St.27 status event code: A-1-2-D10-D22-exm-PE0701

R17-X000 Change to representative recorded

St.27 status event code: A-3-3-R10-R17-oth-X000

GRNT Written decision to grant
PR0701 Registration of establishment

St.27 status event code: A-2-4-F10-F11-exm-PR0701

PR1002 Payment of registration fee

St.27 status event code: A-2-2-U10-U12-oth-PR1002

Fee payment year number: 1

PG1601 Publication of registration

St.27 status event code: A-4-4-Q10-Q13-nap-PG1601

R18-X000 Changes to party contact information recorded

St.27 status event code: A-5-5-R10-R18-oth-X000

FPAY Annual fee payment

Payment date: 20150930

Year of fee payment: 4

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 4

FPAY Annual fee payment

Payment date: 20161028

Year of fee payment: 5

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 5

FPAY Annual fee payment

Payment date: 20170929

Year of fee payment: 6

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 6

FPAY Annual fee payment

Payment date: 20180928

Year of fee payment: 7

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 7

FPAY Annual fee payment

Payment date: 20190924

Year of fee payment: 8

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 8

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 9

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 10

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 11

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 12

PC1903 Unpaid annual fee

St.27 status event code: A-4-4-U10-U13-oth-PC1903

Not in force date: 20241122

Payment event data comment text: Termination Category : DEFAULT_OF_REGISTRATION_FEE

H13 Ip right lapsed

Free format text: ST27 STATUS EVENT CODE: N-4-6-H10-H13-OTH-PC1903 (AS PROVIDED BY THE NATIONAL OFFICE); TERMINATION CATEGORY : DEFAULT_OF_REGISTRATION_FEE

Effective date: 20241122

PC1903 Unpaid annual fee

St.27 status event code: N-4-6-H10-H13-oth-PC1903

Ip right cessation event data comment text: Termination Category : DEFAULT_OF_REGISTRATION_FEE

Not in force date: 20241122