US20050285023A1 - Automatic background removal for input data - Google Patents

Automatic background removal for input data Download PDF

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Publication number
US20050285023A1
US20050285023A1 US10/874,420 US87442004A US2005285023A1 US 20050285023 A1 US20050285023 A1 US 20050285023A1 US 87442004 A US87442004 A US 87442004A US 2005285023 A1 US2005285023 A1 US 2005285023A1
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US
United States
Prior art keywords
data
points
noise
input
input data
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.)
Abandoned
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US10/874,420
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English (en)
Inventor
Canwen Liu
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Lambda Solutions Inc
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Lambda Solutions Inc
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 Lambda Solutions Inc filed Critical Lambda Solutions Inc
Priority to US10/874,420 priority Critical patent/US20050285023A1/en
Assigned to LAMBDA SOLUTIONS, INC. reassignment LAMBDA SOLUTIONS, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: LIU, CANWEN
Priority to CNA2005800258493A priority patent/CN101002460A/zh
Priority to EP05757723A priority patent/EP1782621A1/en
Priority to PCT/IB2005/001754 priority patent/WO2006000879A1/en
Priority to AU2005256920A priority patent/AU2005256920A1/en
Priority to BRPI0512609-6A priority patent/BRPI0512609A/pt
Priority to MX2007000064A priority patent/MX2007000064A/es
Priority to KR1020077001107A priority patent/KR20070055488A/ko
Publication of US20050285023A1 publication Critical patent/US20050285023A1/en
Priority to US11/487,777 priority patent/US7329852B2/en
Priority to IL180228A priority patent/IL180228A0/en
Abandoned legal-status Critical Current

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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00—Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02—Column chromatography
    • G01N30/86—Signal analysis
    • G01N30/8624—Detection of slopes or peaks; baseline correction
    • G01N30/8641—Baseline
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00—Details of television systems
    • H04N5/14—Picture signal circuitry for video frequency region
    • H04N5/21—Circuitry for suppressing or minimising disturbance, e.g. moiré or halo
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/27—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration
    • G01N21/274—Calibration, base line adjustment, drift correction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/70—Denoising; Smoothing
    • 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
    • H04N1/409—Edge or detail enhancement; Noise or error suppression
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00—Features of devices classified in G01N21/00
    • G01N2201/12—Circuits of general importance; Signal processing
    • G01N2201/127—Calibration; base line adjustment; drift compensation
    • G01N2201/12746—Calibration values determination
    • G01N2201/12784—Base line obtained from computation, histogram

Definitions

  • Shown in FIG. 7 is a manually selected background (lower curve with square symbols) of the spectrum of FIG. 3 .
  • Automatic background removal for spectroscopic data saves user time, and plays an especially important role in rapid material identification, including, for example, spectral library searching and automated process control utilizing spectroscopy.

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pathology (AREA)
  • Theoretical Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Immunology (AREA)
  • Multimedia (AREA)
  • Mathematical Physics (AREA)
  • Signal Processing (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Spectrometry And Color Measurement (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
  • Image Processing (AREA)
US10/874,420 2004-06-23 2004-06-23 Automatic background removal for input data Abandoned US20050285023A1 (en)

Priority Applications (10)

Application Number Priority Date Filing Date Title
US10/874,420 US20050285023A1 (en) 2004-06-23 2004-06-23 Automatic background removal for input data
KR1020077001107A KR20070055488A (ko) 2004-06-23 2005-06-21 입력 데이터의 자동방식 배경 제거기
AU2005256920A AU2005256920A1 (en) 2004-06-23 2005-06-21 Automatic background removal for input data
EP05757723A EP1782621A1 (en) 2004-06-23 2005-06-21 Automatic background removal for input data
PCT/IB2005/001754 WO2006000879A1 (en) 2004-06-23 2005-06-21 Automatic background removal for input data
CNA2005800258493A CN101002460A (zh) 2004-06-23 2005-06-21 输入数据的自动背景去除
BRPI0512609-6A BRPI0512609A (pt) 2004-06-23 2005-06-21 remoção automática de fundo para dados de entrada
MX2007000064A MX2007000064A (es) 2004-06-23 2005-06-21 Eliminacion automatica del fondo para los datos de entrada.
US11/487,777 US7329852B2 (en) 2004-06-23 2006-07-17 Automatic background removal for input data having consecutive input points identification
IL180228A IL180228A0 (en) 2004-06-23 2006-12-21 Automatic background removal for input data

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/874,420 US20050285023A1 (en) 2004-06-23 2004-06-23 Automatic background removal for input data

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US11/487,777 Continuation US7329852B2 (en) 2004-06-23 2006-07-17 Automatic background removal for input data having consecutive input points identification

Publications (1)

Publication Number Publication Date
US20050285023A1 true US20050285023A1 (en) 2005-12-29

Family

ID=35064822

Family Applications (2)

Application Number Title Priority Date Filing Date
US10/874,420 Abandoned US20050285023A1 (en) 2004-06-23 2004-06-23 Automatic background removal for input data
US11/487,777 Expired - Fee Related US7329852B2 (en) 2004-06-23 2006-07-17 Automatic background removal for input data having consecutive input points identification

Family Applications After (1)

Application Number Title Priority Date Filing Date
US11/487,777 Expired - Fee Related US7329852B2 (en) 2004-06-23 2006-07-17 Automatic background removal for input data having consecutive input points identification

Country Status (9)

Country Link
US (2) US20050285023A1 (es)
EP (1) EP1782621A1 (es)
KR (1) KR20070055488A (es)
CN (1) CN101002460A (es)
AU (1) AU2005256920A1 (es)
BR (1) BRPI0512609A (es)
IL (1) IL180228A0 (es)
MX (1) MX2007000064A (es)
WO (1) WO2006000879A1 (es)

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070133984A1 (en) * 2005-10-24 2007-06-14 Chemimage Corporation Automated acquisition of spectral data and image data
US7233870B1 (en) * 2006-01-13 2007-06-19 Thermo Electron Scientific Instruments Llc Spectrometric data cleansing
US20110147312A1 (en) * 2008-01-25 2011-06-23 Biogen Idec Ma Inc. Automated System And Method For Monitoring Chromatography Column Performance, And Applications Thereof
CN102998296A (zh) * 2012-11-28 2013-03-27 重庆绿色智能技术研究院 一种去除背景噪声影响的拉曼光谱预处理方法
CN103901014A (zh) * 2014-03-10 2014-07-02 华南师范大学 多元线性回归拟合获得真实的细胞拉曼光谱的方法
US20140368376A1 (en) * 2013-05-23 2014-12-18 Texas Instruments Incorporated Calibration scheme for gas absorption spectra detection
US20140368377A1 (en) * 2013-06-12 2014-12-18 Texas Instruments Incorporated Detection and locking to the absorption spectra of gasses in the millimeter-wave region
US20160033394A1 (en) * 2014-07-30 2016-02-04 Smiths Detection Inc. Estimation of water interference for spectral correction
EP1988383A4 (en) * 2006-02-23 2016-08-24 Nikon Corp SPECTRAL IMAGE PROCESSING, SPEAKAL IMAGE PROGRAM AND SPECTRAL IMAGING SYSTEM OPERABLE ON A COMPUTER
JPWO2015049799A1 (ja) * 2013-10-04 2017-03-09 株式会社島津製作所 波形データ処理装置及び波形データ処理用プログラム
JPWO2016120959A1 (ja) * 2015-01-26 2017-06-29 株式会社島津製作所 ノイズレベル推定方法、測定データ処理装置、及び測定データ処理用プログラム
EP3260858A4 (en) * 2015-02-16 2017-12-27 Shimadzu Corporation Noise level estimation method, measurement data processing device, and program for measurement data processing
JP2018205068A (ja) * 2017-06-01 2018-12-27 東ソー株式会社 ベースラインの判定方法
EP3486641A1 (en) * 2017-11-09 2019-05-22 Jeol Ltd. Data processing apparatus and data processing method

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050285023A1 (en) 2004-06-23 2005-12-29 Lambda Solutions, Inc. Automatic background removal for input data
JP2009130505A (ja) * 2007-11-21 2009-06-11 Fujitsu Ltd 光伝送装置、光入力断検出閾値設定方法および光入力断検出閾値設定プログラム
US8304719B2 (en) * 2009-02-22 2012-11-06 Xin Wang Precise and thorough background subtraction
DE102010050198B3 (de) * 2010-11-04 2012-01-19 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Verfahren zur Bestimmung von chemischen Bestandteilen von festen oder flüssigen Substanzen mit Hilfe der THz-Spektroskopie
CN102466662B (zh) * 2010-11-09 2014-07-02 中国石油天然气股份有限公司 气相色谱-质谱分析的数据处理方法
WO2012099971A2 (en) * 2011-01-21 2012-07-26 Massdefect Technologies, Llc Background subtraction-mediated data-dependent acquisition
JP6144916B2 (ja) * 2012-01-30 2017-06-07 キヤノン株式会社 生体組織画像のノイズ低減処理方法及び装置
CN103868998B (zh) * 2012-12-12 2018-11-02 苏州普源精电科技有限公司 一种色谱处理方法及色谱仪
CN105334279B (zh) * 2014-08-14 2017-08-04 大连达硕信息技术有限公司 一种高分辨质谱数据的处理方法
CN105516545A (zh) * 2014-09-30 2016-04-20 财团法人成大研究发展基金会 自动对比强化系统
DE102015105239A1 (de) * 2015-04-07 2016-10-13 Analytik Jena Ag Verfahren zur Korrektur von Untergrundsignalen in einem Spektrum
CN104954704B (zh) * 2015-06-01 2018-08-31 北京华泰诺安探测技术有限公司 一种用于拉曼光谱仪ccd信号降噪方法
CN105466908B (zh) * 2015-12-31 2018-04-20 安徽芯核防务装备技术股份有限公司 一种样品瓶固定干扰噪声的拉曼光谱去除方法
CN106772646B (zh) * 2016-12-19 2018-11-06 吉林大学 一种地面核磁共振信号提取方法
CN110806456B (zh) * 2019-11-12 2022-03-15 浙江工业大学 一种UPLC-HRMS Profile模式非靶向代谢轮廓数据自动解析的方法
CN112113954A (zh) * 2020-09-16 2020-12-22 江苏天瑞仪器股份有限公司 一种用于光谱仪的线阵cmos数据处理方法

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US4802102A (en) * 1987-07-15 1989-01-31 Hewlett-Packard Company Baseline correction for chromatography
US5903660A (en) * 1997-07-16 1999-05-11 The Regents Of The University Of California Automatic background recognition and removal (ABRR) in projection digital radiographic images (PDRI)
US20030210047A1 (en) * 2002-05-10 2003-11-13 Mitchell J. Ross Filtering artifact from fMRI data using the Stockwell transform
US6787761B2 (en) * 2000-11-27 2004-09-07 Surromed, Inc. Median filter for liquid chromatography-mass spectrometry data

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JPS59151939A (ja) * 1983-02-08 1984-08-30 株式会社東芝 Ｘ線診断装置
US6009208A (en) * 1995-08-21 1999-12-28 Lucent Technologies Inc. System and method for processing space-time images
US20050285023A1 (en) 2004-06-23 2005-12-29 Lambda Solutions, Inc. Automatic background removal for input data

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4802102A (en) * 1987-07-15 1989-01-31 Hewlett-Packard Company Baseline correction for chromatography
US5903660A (en) * 1997-07-16 1999-05-11 The Regents Of The University Of California Automatic background recognition and removal (ABRR) in projection digital radiographic images (PDRI)
US6787761B2 (en) * 2000-11-27 2004-09-07 Surromed, Inc. Median filter for liquid chromatography-mass spectrometry data
US20030210047A1 (en) * 2002-05-10 2003-11-13 Mitchell J. Ross Filtering artifact from fMRI data using the Stockwell transform

Cited By (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070133984A1 (en) * 2005-10-24 2007-06-14 Chemimage Corporation Automated acquisition of spectral data and image data
US7557915B2 (en) * 2005-10-24 2009-07-07 Chemimage Corporation Automated acquisition of spectral data and image data
US7233870B1 (en) * 2006-01-13 2007-06-19 Thermo Electron Scientific Instruments Llc Spectrometric data cleansing
WO2007084463A2 (en) 2006-01-13 2007-07-26 Thermo Electron Scientific Instruments Llc Spectrometric data cleansing
EP1971928A2 (en) * 2006-01-13 2008-09-24 Thermo Electron Scientific Instruments LLC Spectrometric data cleansing
EP1971928A4 (en) * 2006-01-13 2013-08-21 Thermo Electron Scient Instr CLEANING SPECTROMETRIC DATA
EP1988383A4 (en) * 2006-02-23 2016-08-24 Nikon Corp SPECTRAL IMAGE PROCESSING, SPEAKAL IMAGE PROGRAM AND SPECTRAL IMAGING SYSTEM OPERABLE ON A COMPUTER
US20110147312A1 (en) * 2008-01-25 2011-06-23 Biogen Idec Ma Inc. Automated System And Method For Monitoring Chromatography Column Performance, And Applications Thereof
US8568586B2 (en) * 2008-01-25 2013-10-29 Biogen Idec Ma Inc. Automated system and method for monitoring chromatography column performance, and applications thereof
CN102998296A (zh) * 2012-11-28 2013-03-27 重庆绿色智能技术研究院 一种去除背景噪声影响的拉曼光谱预处理方法
US9128023B2 (en) * 2013-05-23 2015-09-08 Texas Instruments Incorporated Calibration scheme for gas absorption spectra detection
US20140368376A1 (en) * 2013-05-23 2014-12-18 Texas Instruments Incorporated Calibration scheme for gas absorption spectra detection
US20140368377A1 (en) * 2013-06-12 2014-12-18 Texas Instruments Incorporated Detection and locking to the absorption spectra of gasses in the millimeter-wave region
US9325334B2 (en) * 2013-06-12 2016-04-26 Texas Instruments Incorporated IC, process, device generating frequency reference from RF gas absorption
JPWO2015049799A1 (ja) * 2013-10-04 2017-03-09 株式会社島津製作所 波形データ処理装置及び波形データ処理用プログラム
CN103901014A (zh) * 2014-03-10 2014-07-02 华南师范大学 多元线性回归拟合获得真实的细胞拉曼光谱的方法
US10101269B2 (en) * 2014-07-30 2018-10-16 Smiths Detection Inc. Estimation of water interference for spectral correction
US20160033394A1 (en) * 2014-07-30 2016-02-04 Smiths Detection Inc. Estimation of water interference for spectral correction
US10942117B2 (en) 2014-07-30 2021-03-09 Smiths Detection Inc. Estimation of water interference for spectral correction
JPWO2016120959A1 (ja) * 2015-01-26 2017-06-29 株式会社島津製作所 ノイズレベル推定方法、測定データ処理装置、及び測定データ処理用プログラム
EP3252465A4 (en) * 2015-01-26 2018-01-17 Shimadzu Corporation Noise level estimation method, measurement data processing device, and program for measurement data processing
US10359404B2 (en) * 2015-01-26 2019-07-23 Shimadzu Corporation Noise level estimation method, measurement data processing device and program for processing measurement data
EP3260858A4 (en) * 2015-02-16 2017-12-27 Shimadzu Corporation Noise level estimation method, measurement data processing device, and program for measurement data processing
US11187685B2 (en) 2015-02-16 2021-11-30 Shimadzu Corporation Noise level estimation method, measurement data processing device, and program for processing measurement data
JP2018205068A (ja) * 2017-06-01 2018-12-27 東ソー株式会社 ベースラインの判定方法
EP3486641A1 (en) * 2017-11-09 2019-05-22 Jeol Ltd. Data processing apparatus and data processing method

Also Published As

Publication number Publication date
MX2007000064A (es) 2007-04-10
US7329852B2 (en) 2008-02-12
CN101002460A (zh) 2007-07-18
BRPI0512609A (pt) 2008-03-25
EP1782621A1 (en) 2007-05-09
KR20070055488A (ko) 2007-05-30
IL180228A0 (en) 2007-07-04
WO2006000879A1 (en) 2006-01-05
AU2005256920A1 (en) 2006-01-05
US20060255249A1 (en) 2006-11-16

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Owner name: LAMBDA SOLUTIONS, INC., NEW YORK

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:LIU, CANWEN;REEL/FRAME:015512/0465

Effective date: 20040623

STCB Information on status: application discontinuation

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