WO2008080155A3 - Programmable pattern matching device - Google Patents

Programmable pattern matching device Download PDF

Info

Publication number
WO2008080155A3
WO2008080155A3 PCT/US2007/088757 US2007088757W WO2008080155A3 WO 2008080155 A3 WO2008080155 A3 WO 2008080155A3 US 2007088757 W US2007088757 W US 2007088757W WO 2008080155 A3 WO2008080155 A3 WO 2008080155A3
Authority
WO
WIPO (PCT)
Prior art keywords
pixel
image
identified
string
pattern
Prior art date
Application number
PCT/US2007/088757
Other languages
French (fr)
Other versions
WO2008080155A2 (en
Inventor
Babak Forutanpour
Original Assignee
Qualcomm Inc
Babak Forutanpour
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 Qualcomm Inc, Babak Forutanpour filed Critical Qualcomm Inc
Publication of WO2008080155A2 publication Critical patent/WO2008080155A2/en
Publication of WO2008080155A3 publication Critical patent/WO2008080155A3/en

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/80Camera processing pipelines; Components thereof
    • H04N23/81Camera processing pipelines; Components thereof for suppressing or minimising disturbance in the image signal generation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/60Noise processing, e.g. detecting, correcting, reducing or removing noise
    • H04N25/68Noise processing, e.g. detecting, correcting, reducing or removing noise applied to defects
    • H04N25/683Noise processing, e.g. detecting, correcting, reducing or removing noise applied to defects by defect estimation performed on the scene signal, e.g. real time or on the fly detection

Abstract

A programmable pattern-matching device is provided that may perform bad pixel correction and image sharpening and smoothing (noise removal). Soft edges of an image are identified and adaptively sharpened. Soft edges are identified by subtracting adjacent pixel values along a diagonal, row and/or column, generating a pixel string pattern based on the pixel value differences, and comparing the pixel string pattern to predefined string patterns indicative of a soft edge. Similarly, hard edges are identified by comparing the pixel string pattern to predefined string patterns indicative of a hard edge, which are then excluded from a low pass filter applied to smooth the image in order to reduce image noise. Bad photosensors of an image sensor are detected by subtracting a pixel value for a first photosensor from its surrounding photosensors to obtain a pixel string pattern that is then compared to predefined string patterns indicative of a bad pixel.
PCT/US2007/088757 2006-12-22 2007-12-22 Programmable pattern matching device WO2008080155A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US11/614,987 2006-12-22
US11/614,987 US7800661B2 (en) 2006-12-22 2006-12-22 Programmable pattern matching device

Publications (2)

Publication Number Publication Date
WO2008080155A2 WO2008080155A2 (en) 2008-07-03
WO2008080155A3 true WO2008080155A3 (en) 2008-09-12

Family

ID=39244688

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/088757 WO2008080155A2 (en) 2006-12-22 2007-12-22 Programmable pattern matching device

Country Status (3)

Country Link
US (1) US7800661B2 (en)
TW (1) TW200841712A (en)
WO (1) WO2008080155A2 (en)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007105352A (en) * 2005-10-17 2007-04-26 Fujifilm Corp Difference image display device, difference image display method, and program thereof
US20080273102A1 (en) * 2007-05-01 2008-11-06 Hoya Corporation Detection device for defective pixel in photographic device
KR100872253B1 (en) * 2007-08-23 2008-12-05 삼성전기주식회사 Method for eliminating noise of image generated by image sensor
KR101442242B1 (en) * 2007-12-12 2014-09-29 삼성전자주식회사 Defect and noise removal method
US8971659B2 (en) * 2008-08-05 2015-03-03 Qualcomm Incorporated Bad pixel cluster detection
US8310570B1 (en) * 2008-10-08 2012-11-13 Marvell International Ltd. Repairing defective pixels
JP5655355B2 (en) * 2009-11-02 2015-01-21 ソニー株式会社 Pixel defect correction device, imaging device, pixel defect correction method, and program
EP2354840A1 (en) * 2010-02-05 2011-08-10 Siemens Aktiengesellschaft An apparatus and a method for performing a difference measurement of an object image
EP2629519A1 (en) * 2010-02-05 2013-08-21 Siemens Aktiengesellschaft A method and an apparatus for difference measurement of an image
TWI407801B (en) * 2010-08-11 2013-09-01 Silicon Motion Inc Method and apparatus for performing bad pixel compensation
TWI488484B (en) * 2010-08-18 2015-06-11 Silicon Motion Inc Method and apparatus for performing de-noise processing
US8352642B2 (en) * 2010-11-02 2013-01-08 Himax Technologies Limited Method and apparatus of controlling an operational status of an electronic device
US20120200754A1 (en) * 2011-02-09 2012-08-09 Samsung Electronics Co., Ltd. Image Noise Reducing Systems And Methods Thereof
JP6291940B2 (en) * 2014-03-20 2018-03-14 株式会社ソシオネクスト Defective pixel correction device, imaging device, and defective pixel correction method
WO2015166518A1 (en) * 2014-04-28 2015-11-05 Eizo株式会社 Annotation line determining unit, annotation line removing unit, medical display, and method therefor
CN104935837B (en) * 2015-06-10 2018-02-06 无锡英斯特微电子有限公司 For optical imagery pointing device and the image processing method of optical video equipment

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5420971A (en) * 1994-01-07 1995-05-30 Panasonic Technologies, Inc. Image edge finder which operates over multiple picture element ranges
EP1049041A2 (en) * 1999-04-30 2000-11-02 Seiko Epson Corporation Image processing apparatus and methods for pattern recognition
WO2001052188A2 (en) * 2000-01-12 2001-07-19 Koninklijke Philips Electronics N.V. Method and apparatus for edge detection
US20020097439A1 (en) * 2001-01-23 2002-07-25 Oak Technology, Inc. Edge detection and sharpening process for an image
US20020158977A1 (en) * 2001-02-19 2002-10-31 Eastman Kodak Company Correcting defects in a digital image caused by a pre-existing defect in a pixel of an image sensor
JP2003348456A (en) * 2002-03-20 2003-12-05 Ricoh Co Ltd Digital still camera
US20050010621A1 (en) * 2003-07-07 2005-01-13 Victor Pinto Dynamic identification and correction of defective pixels
JP2005236749A (en) * 2004-02-20 2005-09-02 Sony Corp Imaging apparatus and method, recording medium, and program
US20050219390A1 (en) * 2004-03-30 2005-10-06 Canon Kabushiki Kaisha Method and apparatus for correcting a defective pixel
EP1594308A1 (en) * 2004-05-07 2005-11-09 Dialog Semiconductor GmbH Single line Bayer filter RGB bad pixel correction
US20060132626A1 (en) * 2004-12-21 2006-06-22 Junzo Sakurai Pixel defect correction device

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0543980A1 (en) * 1991-05-10 1993-06-02 Eastman Kodak Company Customizable timing and control asic for electronic imaging
JP3125124B2 (en) * 1994-06-06 2001-01-15 松下電器産業株式会社 Defective pixel damage correction circuit
US5657400A (en) * 1995-01-31 1997-08-12 General Electric Company Automatic identification and correction of bad pixels in a large area solid state x-ray detector
US5917935A (en) * 1995-06-13 1999-06-29 Photon Dynamics, Inc. Mura detection apparatus and method
JP4115574B2 (en) * 1998-02-02 2008-07-09 オリンパス株式会社 Imaging device
JP2000163594A (en) * 1998-11-30 2000-06-16 Canon Inc Image pattern detecting method and device
JP3717725B2 (en) * 1999-10-07 2005-11-16 三洋電機株式会社 Pixel defect detection method and image processing apparatus
JP2001318745A (en) * 2000-05-11 2001-11-16 Sony Corp Data processor, data processing method and recording medium
US6724945B1 (en) * 2000-05-24 2004-04-20 Hewlett-Packard Development Company, L.P. Correcting defect pixels in a digital image
US6741754B2 (en) * 2001-02-19 2004-05-25 Eastman Kodak Company Correcting for defects in a digital image taken by an image sensor caused by pre-existing defects in two pixels in adjacent columns of an image sensor
JP4485087B2 (en) * 2001-03-01 2010-06-16 株式会社半導体エネルギー研究所 Operation method of semiconductor device
US7209168B2 (en) * 2001-04-11 2007-04-24 Micron Technology, Inc. Defective pixel correction method and system
US6985180B2 (en) * 2001-06-19 2006-01-10 Ess Technology, Inc. Intelligent blemish control algorithm and apparatus
US20030179418A1 (en) * 2002-03-19 2003-09-25 Eastman Kodak Company Producing a defective pixel map from defective cluster pixels in an area array image sensor
US7202894B2 (en) * 2002-06-04 2007-04-10 Micron Technology, Inc. Method and apparatus for real time identification and correction of pixel defects for image sensor arrays
US7103208B2 (en) * 2002-08-26 2006-09-05 Eastman Kodak Company Detecting and classifying blemishes on the transmissive surface of an image sensor package
US7283164B2 (en) * 2002-09-18 2007-10-16 Micron Technology, Inc. Method for detecting and correcting defective pixels in a digital image sensor
JP4144374B2 (en) * 2003-02-25 2008-09-03 ソニー株式会社 Image processing apparatus and method, recording medium, and program
US7471820B2 (en) * 2004-08-31 2008-12-30 Aptina Imaging Corporation Correction method for defects in imagers
US7505194B2 (en) * 2005-12-30 2009-03-17 Stmicroelectronics, Inc. Method and system to automatically correct projected image defects
US7667747B2 (en) * 2006-03-15 2010-02-23 Qualcomm Incorporated Processing of sensor values in imaging systems

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5420971A (en) * 1994-01-07 1995-05-30 Panasonic Technologies, Inc. Image edge finder which operates over multiple picture element ranges
EP1049041A2 (en) * 1999-04-30 2000-11-02 Seiko Epson Corporation Image processing apparatus and methods for pattern recognition
WO2001052188A2 (en) * 2000-01-12 2001-07-19 Koninklijke Philips Electronics N.V. Method and apparatus for edge detection
US20020097439A1 (en) * 2001-01-23 2002-07-25 Oak Technology, Inc. Edge detection and sharpening process for an image
US20020158977A1 (en) * 2001-02-19 2002-10-31 Eastman Kodak Company Correcting defects in a digital image caused by a pre-existing defect in a pixel of an image sensor
JP2003348456A (en) * 2002-03-20 2003-12-05 Ricoh Co Ltd Digital still camera
US20050010621A1 (en) * 2003-07-07 2005-01-13 Victor Pinto Dynamic identification and correction of defective pixels
JP2005236749A (en) * 2004-02-20 2005-09-02 Sony Corp Imaging apparatus and method, recording medium, and program
US20050219390A1 (en) * 2004-03-30 2005-10-06 Canon Kabushiki Kaisha Method and apparatus for correcting a defective pixel
EP1594308A1 (en) * 2004-05-07 2005-11-09 Dialog Semiconductor GmbH Single line Bayer filter RGB bad pixel correction
US20060132626A1 (en) * 2004-12-21 2006-06-22 Junzo Sakurai Pixel defect correction device

Also Published As

Publication number Publication date
TW200841712A (en) 2008-10-16
US7800661B2 (en) 2010-09-21
WO2008080155A2 (en) 2008-07-03
US20080152230A1 (en) 2008-06-26

Similar Documents

Publication Publication Date Title
WO2008080155A3 (en) Programmable pattern matching device
CA2345656A1 (en) Detection of irregularities in a convex surface, such as a tire sidewall, using band-pass filtering
EP2130364A4 (en) Noise detection and estimation techniques for picture enhancement
WO2013126001A3 (en) Image processing method for detail enhancement and noise reduction
WO2006040640A3 (en) Method and apparatus of image processing to detect and enhance edges
WO2008022005A3 (en) Detection and correction of flash artifacts from airborne particulates
US8428388B2 (en) Image generating apparatus and method for emphasizing edge based on image characteristics
JP5691669B2 (en) Biological information processing apparatus, biological information processing method, and biological information processing program
ATE383624T1 (en) BANKNOTES WITH A PRINTED SECURITY IMAGE THAT CAN BE DETECTED USING ONE-DIMENSIONAL SIGNAL PROCESSING
EP1917838A4 (en) Method and apparatus for improving noise discrimination using enhanced phase difference value
WO2006093723A3 (en) Mitigating interference in a signal
WO2007018949A3 (en) Method for wavelet denoising of controlled source electromagnetic survey data
WO2008129643A1 (en) Shot size identifying device and method, electronic device, and computer program
EP1864550A4 (en) Boil detection method and computer program
WO2006072896A3 (en) Method and electronic device for detecting a graphical object
WO2007029876A3 (en) Image processing apparatus and image processing method
WO2010036658A3 (en) Object detection and user settings
EP1039760A3 (en) Apparatus and method of block noise detection and reduction
EP2136318A3 (en) Image processing apparatus and image processing method
JP2006191553A5 (en)
HK1147621A1 (en) Fsk receiver fsk
WO2009024894A3 (en) Projection-based removal of high-contrast objects
WO2008125663A3 (en) A feature adapted beamlet transform apparatus and associated methodology of detecting curvilenear objects of an image
WO2007084463A3 (en) Spectrometric data cleansing
WO2008139884A1 (en) Vein pattern management system, vein pattern registration device, vein pattern authentication device, vein pattern registration method, vein pattern authentication method, program, and vein data structure

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 07866006

Country of ref document: EP

Kind code of ref document: A2

DPE1 Request for preliminary examination filed after expiration of 19th month from priority date (pct application filed from 20040101)
NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 07866006

Country of ref document: EP

Kind code of ref document: A2