CA2360364A1 - Texture description method and texture-based image retrieval method using gabor filter in frequency domain - Google Patents

Texture description method and texture-based image retrieval method using gabor filter in frequency domain Download PDF

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Publication number
CA2360364A1
CA2360364A1 CA002360364A CA2360364A CA2360364A1 CA 2360364 A1 CA2360364 A1 CA 2360364A1 CA 002360364 A CA002360364 A CA 002360364A CA 2360364 A CA2360364 A CA 2360364A CA 2360364 A1 CA2360364 A1 CA 2360364A1
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CA
Canada
Prior art keywords
texture
frequency domain
image
gabor
gabor filter
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.)
Granted
Application number
CA002360364A
Other languages
French (fr)
Other versions
CA2360364C (en
Inventor
Mun-Churl Kim
Jin-Woong Kim
B. S. Manjunath
Yong-Man Ro
Hyun-Doo Shin
Yang-Lim Choi
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fraunhofer Institut fuer Nachrichtentechnik Heinrich Hertz Institute HHI
Electronics and Telecommunications Research Institute ETRI
Samsung Electronics Co Ltd
Pantech Co Ltd
Information and Communications University Educational Foundation
University of California
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Individual
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Publication date
Application filed by Individual filed Critical Individual
Publication of CA2360364A1 publication Critical patent/CA2360364A1/en
Application granted granted Critical
Publication of CA2360364C publication Critical patent/CA2360364C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40—Picture signal circuits
    • H04N1/407—Control or modification of tonal gradation or of extreme levels, e.g. background level
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G06T7/41—Analysis of texture based on statistical description of texture
    • G06T7/42—Analysis of texture based on statistical description of texture using transform domain methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/5862—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using texture
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • G06V10/431—Frequency domain transformation; Autocorrelation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99931—Database or file accessing
    • Y10S707/99933—Query processing, i.e. searching

Abstract

A texture description method in a frequency domain for extracting texture features by transforming and Gabor--filtering an input image into an image of the frequency domain, and a texture-based retrieval method thereof are provided. The texture description method in the frequency domain includes: a first step of transforming an image of a time domain into an image of the frequency domain; a second step of filtering the transformed image using a Gabor filter having N × M filter regions, where N and M are respective predetermined positive integers; a third step of extracting feature values of the image that has been Gabor-filtered in respective channels of the frequency domain division layout corresponding to the N × M filter regions of the Gabor filter; and a fourth step of deciding a texture descriptor of the image on the basis of the feature values of the image.
CA002360364A 1999-12-03 2000-11-30 Texture description method and texture-based image retrieval method using gabor filter in frequency domain Expired - Fee Related CA2360364C (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
KR19990054904 1999-12-03
KR1999-54904 1999-12-03
KR2000-62260 2000-10-23
KR1020000062260A KR100355404B1 (en) 1999-12-03 2000-10-23 Texture description method and texture retrieval method using Gabor filter in frequency domain
PCT/KR2000/001387 WO2001041071A1 (en) 1999-12-03 2000-11-30 Texture description method and texture-based image retrieval method using gabor filter in frequency domain

Publications (2)

Publication Number Publication Date
CA2360364A1 true CA2360364A1 (en) 2001-06-07
CA2360364C CA2360364C (en) 2007-09-04

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
CA002360364A Expired - Fee Related CA2360364C (en) 1999-12-03 2000-11-30 Texture description method and texture-based image retrieval method using gabor filter in frequency domain

Country Status (11)

Country Link
US (1) US6870965B2 (en)
EP (1) EP1159709A4 (en)
JP (1) JP3560159B2 (en)
KR (1) KR100355404B1 (en)
CN (1) CN1319030C (en)
AU (1) AU767153B2 (en)
BR (1) BR0007955A (en)
CA (1) CA2360364C (en)
MX (1) MXPA01007847A (en)
NZ (1) NZ513086A (en)
WO (1) WO2001041071A1 (en)

Families Citing this family (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2361492A1 (en) * 1999-02-05 2000-08-10 Samsung Electronics Co., Ltd. Image texture retrieving method and apparatus thereof
GB2388761B (en) * 1999-07-09 2004-01-21 Korea Electronics Telecomm Texture description method and texture-based retrieval method in frequency domain
KR100355404B1 (en) * 1999-12-03 2002-10-11 삼성전자 주식회사 Texture description method and texture retrieval method using Gabor filter in frequency domain
JP3550681B2 (en) * 1999-12-10 2004-08-04 日本電気株式会社 Image search apparatus and method, and storage medium storing similar image search program
IL146597A0 (en) * 2001-11-20 2002-08-14 Gordon Goren Method and system for creating meaningful summaries from interrelated sets of information
JP2003006643A (en) 2001-06-25 2003-01-10 Canon Inc Device and method for processing image and program
KR100477801B1 (en) * 2002-12-26 2005-03-22 한국전자통신연구원 Apparatus and Method of 3-Dimensional Image Data Description and Apparatus and Method of 3-Dimensional Image Data search
EP1498848A3 (en) * 2003-07-18 2007-03-07 Samsung Electronics Co., Ltd. GoF/GoP texture description, and texture-based GoF/GoP retrieval
JP4345426B2 (en) * 2003-10-07 2009-10-14 ソニー株式会社 Image collation method, program, and image collation apparatus
JP2006195536A (en) * 2005-01-11 2006-07-27 Ntt Data Corp Image processing apparatus and image processing method, and program
CN100369047C (en) * 2005-04-30 2008-02-13 中国科学院计算技术研究所 Image identifying method based on Gabor phase mode
KR101161803B1 (en) 2005-05-25 2012-07-03 삼성전자주식회사 Gabor filter and filtering method thereof, and image processing method adopting the same
US7941002B2 (en) * 2006-12-01 2011-05-10 Hewlett-Packard Development Company, L.P. Apparatus and methods of producing photorealistic image thumbnails
CN101236646B (en) * 2007-01-30 2011-09-14 宝利微系统控股公司 Method and system for detecting distinct strong relevant direction with estimated image
CN101276363B (en) * 2007-03-30 2011-02-16 夏普株式会社 Document image retrieval device and document image retrieval method
DE102007019057A1 (en) 2007-04-23 2008-10-30 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Apparatus and method for determining an edge histogram, apparatus and method for storing an image in an image database, apparatus and method for finding two similar images and computer program
US20080281182A1 (en) * 2007-05-07 2008-11-13 General Electric Company Method and apparatus for improving and/or validating 3D segmentations
KR100932210B1 (en) * 2007-10-12 2009-12-16 광주과학기술원 Method and apparatus for image feature extraction, method and apparatus for content-based image retrieval using the same, and recording medium recording program for performing the methods
CN102113306A (en) 2008-03-20 2011-06-29 惠普开发有限公司 Thumbnail based image quality inspection
JP4950970B2 (en) * 2008-09-18 2012-06-13 日本放送協会 Image feature extraction device
RU2502215C2 (en) * 2009-06-09 2013-12-20 Сони Корпорейшн Trees for adaptive coding of images and video using set partitioning in generalised hierarchical trees having directionality
US8670606B2 (en) * 2010-01-18 2014-03-11 Disney Enterprises, Inc. System and method for calculating an optimization for a facial reconstruction based on photometric and surface consistency
US9317970B2 (en) 2010-01-18 2016-04-19 Disney Enterprises, Inc. Coupled reconstruction of hair and skin
CN101777121A (en) * 2010-03-02 2010-07-14 中国海洋大学 Extracting method for micro-image cellula target of acerous red tide algae
JP5912125B2 (en) 2010-11-12 2016-04-27 スリーエム イノベイティブ プロパティズ カンパニー Fast processing and detection of inhomogeneities in web-based materials
CN102081797B (en) * 2010-12-30 2013-01-09 天津大学 Multiple belted layer texture separation method applied to tyre X-ray image crown position
SG192768A1 (en) 2011-02-24 2013-09-30 3M Innovative Properties Co System for detection of non-uniformities in web-based materials
CN102332163B (en) * 2011-10-24 2013-07-31 刘国英 Wavelet domain multi-scale unsupervised texture segmentation method based on three-layer fuzzy c-means (FCM) clustering
KR101241983B1 (en) 2011-11-18 2013-03-11 인하대학교 산학협력단 A rotation invariant texture feature extraction method based on sorted neighborhood differences
CN102567483B (en) * 2011-12-20 2014-09-24 华中科技大学 Multi-feature fusion human face image searching method and system
CN103455817A (en) * 2013-04-28 2013-12-18 南京理工大学 Method for extracting human body features of robust time-space domain
KR102048885B1 (en) * 2013-05-09 2019-11-26 삼성전자 주식회사 Graphic processing unit, graphic processing system comprising the same, rendering method using the same
CN104504667B (en) * 2014-12-18 2017-08-29 北京智谷睿拓技术服务有限公司 image processing method and device
CN106295613A (en) * 2016-08-23 2017-01-04 哈尔滨理工大学 A kind of unmanned plane target localization method and system
CN107862709B (en) * 2017-09-28 2020-03-27 北京华航无线电测量研究所 Image texture description method of multidirectional mode connection rule
CN109389148B (en) * 2018-08-28 2021-11-23 昆明理工大学 Image similarity judgment method based on improved DHash algorithm
CN112560893B (en) * 2020-11-13 2022-11-04 贝壳技术有限公司 Picture texture matching method and device, electronic medium and storage medium
US20230086521A1 (en) * 2021-09-20 2023-03-23 Tencent America LLC Feature compression for video coding for machines
CN116843689B (en) * 2023-09-01 2023-11-21 山东众成菌业股份有限公司 Method for detecting surface damage of fungus cover

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5101270A (en) * 1990-12-13 1992-03-31 The Johns Hopkins University Method and apparatus for radon transformation and angular correlation in optical processors
JP3026712B2 (en) * 1993-12-09 2000-03-27 キヤノン株式会社 Image search method and apparatus
JP2000501859A (en) * 1995-07-19 2000-02-15 モルフォメトリックス テクノロジーズ インク． Window texture extraction for image analysis
JPH1011454A (en) * 1996-06-20 1998-01-16 Nippon Telegr & Teleph Corp <Ntt> Video subject matter retrieval method and device therefor
US6647058B1 (en) * 1997-06-23 2003-11-11 Paradyne Corporation Performance customization system and process for optimizing XDSL performance
JPH11110556A (en) * 1997-10-02 1999-04-23 Ntt Data Corp Method for discriminating similarity of image, similar image discriminating device, and record medium thereof
KR20000013751A (en) * 1998-08-12 2000-03-06 서평원 Transmitting electric power control method of mobile station when handed off is generated in cdma system
US6192150B1 (en) * 1998-11-16 2001-02-20 National University Of Singapore Invariant texture matching method for image retrieval
CA2361492A1 (en) * 1999-02-05 2000-08-10 Samsung Electronics Co., Ltd. Image texture retrieving method and apparatus thereof
US6424741B1 (en) 1999-03-19 2002-07-23 Samsung Electronics Co., Ltd. Apparatus for analyzing image texture and method therefor
US6259396B1 (en) * 1999-08-26 2001-07-10 Raytheon Company Target acquisition system and radon transform based method for target azimuth aspect estimation
KR100616229B1 (en) * 1999-09-16 2006-08-25 주식회사 팬택앤큐리텔 Method and Apparatus for retrieving of texture image
KR100788642B1 (en) * 1999-10-01 2007-12-26 삼성전자주식회사 Texture analysing method of digital image
KR100355404B1 (en) * 1999-12-03 2002-10-11 삼성전자 주식회사 Texture description method and texture retrieval method using Gabor filter in frequency domain
KR20020011529A (en) * 2000-08-02 2002-02-09 송문섭 Method and apparatus for representing and retrieving 3d image data using 3d zernike moments and frequency plane divided features

Also Published As

Publication number Publication date
CA2360364C (en) 2007-09-04
JP2003515852A (en) 2003-05-07
EP1159709A1 (en) 2001-12-05
MXPA01007847A (en) 2004-03-10
AU767153B2 (en) 2003-10-30
US20010031103A1 (en) 2001-10-18
JP3560159B2 (en) 2004-09-02
WO2001041071A1 (en) 2001-06-07
KR20010078707A (en) 2001-08-21
KR100355404B1 (en) 2002-10-11
BR0007955A (en) 2002-04-09
CN1342300A (en) 2002-03-27
NZ513086A (en) 2004-11-26
US6870965B2 (en) 2005-03-22
AU1900201A (en) 2001-06-12
EP1159709A4 (en) 2007-04-18
CN1319030C (en) 2007-05-30

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