DE69333811D1 - Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones - Google Patents

Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones

Info

Publication number
DE69333811D1
DE69333811D1 DE69333811T DE69333811T DE69333811D1 DE 69333811 D1 DE69333811 D1 DE 69333811D1 DE 69333811 T DE69333811 T DE 69333811T DE 69333811 T DE69333811 T DE 69333811T DE 69333811 D1 DE69333811 D1 DE 69333811D1
Authority
DE
Germany
Prior art keywords
adjusting
neuron
feature vectors
characterizing
generating
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 - Lifetime
Application number
DE69333811T
Other languages
English (en)
Other versions
DE69333811T2 (de
Inventor
Michael C Moed
Chih-Ping Lee
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.)
United Parcel Service of America Inc
United Parcel Service Inc
Original Assignee
United Parcel Service of America Inc
United Parcel Service 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 United Parcel Service of America Inc, United Parcel Service Inc filed Critical United Parcel Service of America Inc
Application granted granted Critical
Publication of DE69333811D1 publication Critical patent/DE69333811D1/de
Publication of DE69333811T2 publication Critical patent/DE69333811T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/19Recognition using electronic means
    • G06V30/191Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19107Clustering techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • G06F18/232Non-hierarchical techniques
    • G06F18/2321Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133Distances to prototypes
    • G06F18/24137Distances to cluster centroïds
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133Distances to prototypes
    • G06F18/24137Distances to cluster centroïds
    • G06F18/2414Smoothing the distance, e.g. radial basis function networks [RBFN]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133Distances to prototypes
    • G06F18/24143Distances to neighbourhood prototypes, e.g. restricted Coulomb energy networks [RCEN]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/19Recognition using electronic means
    • G06V30/191Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19173Classification techniques
DE69333811T 1992-06-19 1993-06-18 Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones Expired - Lifetime DE69333811T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US90112392A 1992-06-19 1992-06-19
US901123 1992-06-19

Publications (2)

Publication Number Publication Date
DE69333811D1 true DE69333811D1 (de) 2005-06-16
DE69333811T2 DE69333811T2 (de) 2006-05-11

Family

ID=25413634

Family Applications (3)

Application Number Title Priority Date Filing Date
DE69333664T Expired - Lifetime DE69333664T2 (de) 1992-06-19 1993-06-18 Verfahren und Gerät zur Einstellung eines Neurons
DE69329218T Expired - Lifetime DE69329218T2 (de) 1992-06-19 1993-06-18 Verfahren und Vorrichtung zur Eingabeklassifizierung mit einem neuronalen Netzwerk
DE69333811T Expired - Lifetime DE69333811T2 (de) 1992-06-19 1993-06-18 Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones

Family Applications Before (2)

Application Number Title Priority Date Filing Date
DE69333664T Expired - Lifetime DE69333664T2 (de) 1992-06-19 1993-06-18 Verfahren und Gerät zur Einstellung eines Neurons
DE69329218T Expired - Lifetime DE69329218T2 (de) 1992-06-19 1993-06-18 Verfahren und Vorrichtung zur Eingabeklassifizierung mit einem neuronalen Netzwerk

Country Status (6)

Country Link
US (4) US5452399A (de)
EP (3) EP0944021B1 (de)
JP (1) JP2925435B2 (de)
AT (1) ATE279758T1 (de)
DE (3) DE69333664T2 (de)
ES (1) ES2150431T3 (de)

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CN107239786B (zh) 2016-03-29 2022-01-11 阿里巴巴集团控股有限公司 一种字符识别方法和装置
CN106935035B (zh) * 2017-04-07 2019-07-23 西安电子科技大学 基于ssd神经网络的违章停车车辆实时检测方法
RU2693916C1 (ru) * 2018-04-09 2019-07-05 Общество с ограниченной ответственностью "Аби Продакшн" Распознавание символов с использованием иерархической классификации
CN110533018B (zh) * 2018-05-23 2022-02-25 北京国双科技有限公司 一种图像的分类方法及装置
US10834106B2 (en) 2018-10-03 2020-11-10 At&T Intellectual Property I, L.P. Network security event detection via normalized distance based clustering
US11227176B2 (en) * 2019-05-16 2022-01-18 Bank Of Montreal Deep-learning-based system and process for image recognition
RU2723293C1 (ru) 2019-08-29 2020-06-09 Общество с ограниченной ответственностью "Аби Продакшн" Идентификация полей и таблиц в документах с помощью нейронных сетей с использованием глобального контекста документа
RU2721189C1 (ru) * 2019-08-29 2020-05-18 Общество с ограниченной ответственностью "Аби Продакшн" Детектирование разделов таблиц в документах нейронными сетями с использованием глобального контекста документа
CN110866565B (zh) * 2019-11-26 2022-06-24 重庆邮电大学 一种基于卷积神经网络的多分支图像分类方法
RU2760471C1 (ru) 2020-12-17 2021-11-25 АБИ Девелопмент Инк. Способы и системы идентификации полей в документе

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Also Published As

Publication number Publication date
DE69333811T2 (de) 2006-05-11
EP0944021B1 (de) 2005-05-11
EP0574937A2 (de) 1993-12-22
ATE279758T1 (de) 2004-10-15
EP1199675A1 (de) 2002-04-24
EP0574937B1 (de) 2000-08-16
US5452399A (en) 1995-09-19
EP0574937A3 (de) 1995-01-11
EP1199675B1 (de) 2004-10-13
EP0944021A3 (de) 1999-10-13
US5664067A (en) 1997-09-02
ES2150431T3 (es) 2000-12-01
DE69329218D1 (de) 2000-09-21
DE69333664T2 (de) 2005-11-17
US5974404A (en) 1999-10-26
JP2925435B2 (ja) 1999-07-28
DE69329218T2 (de) 2001-04-05
JPH06176161A (ja) 1994-06-24
US5638491A (en) 1997-06-10
DE69333664D1 (de) 2004-11-18
EP0944021A2 (de) 1999-09-22

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