公开(公告)号：US5761685A

公开(公告)日：1998-06-02

申请号：US717757

申请日：1996-09-23

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S15/89 ,  G06F17/00 ,  G06F17/27 ,  G06F17/30 ,  G06T11/00 ,  G09G5/26

CPC classification number: G06F17/274 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G06F17/3061

Abstract: A multi-dimensional processing and display system that is used with textual data to provide a system by which large volumes of such textual data may be efficiently sorted and searched. Textual data that is input to the multi-dimensional processing and display system is from one or more documents that are reformatted and translated into one or more numeric matrices. The matrices are modified to enhance and/or suppress certain words, phrases, subjects, etc. Thereafter, a single two-dimensional data is formed by concatenating the numeric matrices. The multi-dimensional processing and display system creates and maintains a historical database which is also concatenated in the two-dimensional matrix. Once the textual data is in the form of a two-dimensional matrix, the data can be analyzed efficiently, for example, using singular value decomposition (SVD). In doing so, the two-dimensional concatenated matrix is decomposed to obtain a compressed form of the numeric matrix. Certain data elements in the two-dimensional matrix may be enhanced, while certain other data elements may be suppressed. After data enhancement and/or suppression, the two-dimensional matrix is partitioned and rearranged to form an enhanced multi-dimensional matrix. All or portions of the enhanced multi-dimensional matrix are then visually displayed. Lexical, semantic, and/ or textual constructs of interest may be displayed as opaque objects within a three-dimensional transparent cube, enabling a user to review many documents quickly and easily.

Abstract translation: 与文本数据一起使用的多维处理和显示系统，以提供可以有效地排序和搜索大量这样的文本数据的系统。 输入到多维处理和显示系统的文本数据来自重新格式化并转换成一个或多个数字矩阵的一个或多个文档。 修改矩阵以增强和/或抑制某些单词，短语，主题等。此后，通过连接数字矩阵形成单个二维数据。 多维处理和显示系统创建并维护也连接在二维矩阵中的历史数据库。 一旦文本数据以二维矩阵的形式，可以有效地分析数据，例如使用奇异值分解（SVD）。 在这样做时，二维连接矩阵被分解以获得数字矩阵的压缩形式。 可以增强二维矩阵中的某些数据元素，而某些其他数据元素可被抑制。 在数据增强和/或抑制之后，二维矩阵被分割和重排以形成增强的多维矩阵。 然后可视地显示增强的多维矩阵的全部或部分。 感兴趣的词汇，语义和/或文本结构可以在三维透明立方体内显示为不透明对象，使得用户能够快速且容易地查看许多文档。

公开(公告)号：US5490516A

公开(公告)日：1996-02-13

申请号：US58571

申请日：1993-05-06

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B5/0452 ,  A61B5/0476 ,  A61B5/055 ,  A61B6/00 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S15/89 ,  G06F17/00 ,  G06F17/16 ,  G06K9/00 ,  G06Q50/00 ,  G06T1/00 ,  G06T5/20 ,  G06T11/00 ,  H04N7/18 ,  A61B5/0402

CPC classification number: G06K9/00503 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G06F17/16 ,  G06K9/00523 ,  Y10S128/901

Abstract: A medical processing and display system that may be used with a medical monitoring device. This system enhances the medical data it receives. Once received, the medical data is reformatted into a two-dimensional matrix, X. A history database and other information are concatenated with the two-dimensional matrix. The concatenated matrix is decomposed using singular value decomposition ("SVD") to obtain corresponding left and right singular vectors, L and R, respectively, and singular values D. Selected singular vectors are transformed to their autocorrelation matrix form, which are concatenated, then decomposed using SVD to their corresponding singular vectors P, P.sup.t, and singular values D. Certain of the singular vectors P are selected to filter out signal components of interest. The singular values D of the autocorrelation matrix are modified and used to adjust the weights of the associated singular vectors P. The weighted singular vectors are then combined and the resulting coefficients are used as a FIR filter to enhance the original singular vectors L and/or R.sup.t to enhance singular values L.sub.e, R.sub.e. Enhanced medical data containing the features of interest X.sub.e is generated from the enhanced original matrix singular values L.sub.e and R.sub.e, and modified singular values D.sub.e, and the results may be displayed to a diagnotician in various formats.

Abstract translation: 可用于医疗监护装置的医疗处理和显示系统。 该系统增强了其收到的医疗数据。 一旦接收到，医学数据被重新格式化为二维矩阵X.历史数据库和其他信息与二维矩阵连接。 使用奇异值分解（“SVD”）分解连续矩阵，以分别获得相应的左右奇异矢量L和R，以及奇异值D.选择的奇异矢量被转换为它们的自相关矩阵形式，其被连接，然后 使用SVD分解为其对应的奇异矢量P，Pt和奇异值D.选择某些奇异矢量P以滤出感兴趣的信号分量。 自相关矩阵的奇异值D被修改并用于调整相关联的奇异矢量P的权重。然后将加权奇异矢量组合，并将所得到的系数用作FIR滤波器以增强原始奇异矢量L和/或 Rt提高奇异值Le，Re。 从增强的原始矩阵奇异值Le和Re和修正的奇异值De生成包含感兴趣特征Xe的增强医学数据，并且结果可以以各种格式显示给诊断者。

公开(公告)号：US5348020A

公开(公告)日：1994-09-20

申请号：US991291

申请日：1992-12-15

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B5/0452 ,  A61B5/044 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S11/14 ,  G01S15/89 ,  G01V1/28 ,  G06F17/00 ,  G06F17/16 ,  G06K9/00 ,  G06T11/00 ,  A61B5/04

CPC classification number: A61B5/044 ,  A61B5/0464 ,  A61B5/0472 ,  A61B5/7232 ,  A61B5/7253 ,  G01S11/14 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G01V1/28 ,  G06F17/16 ,  G06K9/00503 ,  G06K9/00523 ,  A61B5/04525 ,  A61B5/7207 ,  A61B5/7257 ,  G01V2210/20

Abstract: The multidimensional ECG processing and display system of the present invention is used with an electrocardiographic (ECG) monitoring system. Input ECG data from multiple, sequential time intervals is collected and formatted into a two-dimensional matrix. The two-dimensional matrix is decomposed using singular value decomposition (SVD) to obtain its corresponding singular values and singular vectors, a compressed form of the matrix. The singular vectors are analyzed and filtered to identify and enhance signal components of interest. Selected singular vectors are transformed into their frequency domain representations by the Fast Fourier Transform (FFT), or related techniques. Certain data elements in the two-dimensional matrix are enhanced or diminished by modifying the singular values within groups of singular vectors to enhance certain objects that are associated with the ECG data and to diminish other features within the data. The enhanced data is expanded back into its original form and features in the ECG data are displayed as opaque objects within a transparent data cube.

Abstract translation: 本发明的多维ECG处理和显示系统与心电图（ECG）监测系统一起使用。 从多个连续时间间隔输入ECG数据被收集并格式化成二维矩阵。 使用奇异值分解（SVD）分解二维矩阵以获得其对应的奇异值和奇异向量，即矩阵的压缩形式。 分析和过滤奇异矢量以识别和增强感兴趣的信号分量。 通过快速傅里叶变换（FFT）或相关技术将选择的奇异矢量变换成它们的频域表示。 二维矩阵中的某些数据元素通过修改单个向量组内的奇异值来增强或减少，以增强与ECG数据相关联的某些对象并减少数据内的其他特征。 增强型数据扩展回其原始形式，ECG数据中的特征在透明数据立方体中显示为不透明对象。

公开(公告)号：US5474078A

公开(公告)日：1995-12-12

申请号：US236724

申请日：1994-06-14

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B5/0452 ,  A61B5/044 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S11/14 ,  G01S15/89 ,  G01V1/28 ,  G06F17/00 ,  G06F17/16 ,  G06K9/00 ,  G06T11/00 ,  A61B5/04

CPC classification number: A61B5/044 ,  A61B5/0464 ,  A61B5/0472 ,  A61B5/7232 ,  A61B5/7253 ,  G01S11/14 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G01V1/28 ,  G06F17/16 ,  G06K9/00503 ,  G06K9/00523 ,  A61B5/04525 ,  A61B5/7207 ,  A61B5/7257 ,  G01V2210/20

Abstract: The multidimensional ECG processing and display system of the present invention is used with an electrocardiographic (ECG) monitoring system. Input ECG data from multiple, sequential time intervals is collected and formatted into a two-dimensional matrix. The two-dimensional matrix is decomposed using singular value decomposition (SVD) to obtain its corresponding singular values and singular vectors, a compressed form of the matrix. The singular vectors are analyzed and filtered to identify and enhance signal components of interest. Selected singular vectors are transformed into their frequency domain representations by the Fast Fourier Transform (FFT), or related techniques. Certain data elements in the two-dimensional matrix are enhanced or diminished by modifying the singular values within groups of singular vectors to enhance certain objects that are associated with the ECG data and to diminish other features within the data. The enhanced data is expanded back into its original form and features in the ECG data are displayed as opaque objects within a transparent data cube.

Abstract translation: 本发明的多维ECG处理和显示系统与心电图（ECG）监测系统一起使用。 从多个连续时间间隔输入ECG数据被收集并格式化成二维矩阵。 使用奇异值分解（SVD）分解二维矩阵以获得其对应的奇异值和奇异向量，即矩阵的压缩形式。 分析和过滤奇异矢量以识别和增强感兴趣的信号分量。 通过快速傅里叶变换（FFT）或相关技术将选择的奇异矢量变换成它们的频域表示。 二维矩阵中的某些数据元素通过修改单个向量组内的奇异值来增强或减少，以增强与ECG数据相关联的某些对象并减少数据内的其他特征。 增强型数据扩展回其原始形式，ECG数据中的特征在透明数据立方体中显示为不透明对象。

公开(公告)号：US5379268A

公开(公告)日：1995-01-03

申请号：US119362

申请日：1993-09-10

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B8/00 ,  G01S20060101 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S11/14 ,  G01S15/00 ,  G01S15/89 ,  G01V1/28 ,  G06F17/00 ,  G06T11/00

CPC classification number: G01V1/28 ,  G01S11/14 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G01V2210/56 ,  Y10S367/901

Abstract: A multi-dimensional acoustic, data processing and display system arranges acoustic data in a three-dimensional matrix. The three-dimensional matrix is compressed using singular value decomposition into singular vectors and singular values. A historical database is created and maintained and is also concatenated with the three-dimensional data. This database allows reverberation and noise to be diminished and other, weaker features in the data to be enhanced. Once the data is compressed, the data can be analyzed efficiently. The singular vectors are partitioned into one or more groups on the basis of their singular values or other criteria. Certain of the compressed data elements are enhanced or diminished by modifying the singular values within each of the groups of singular vectors. Selected singular vectors are processed further by other techniques for further enhancement, detection, isolation, feature extraction and classification. The compressed and enhanced data is then expanded back into three-dimensional form for display or for other processing.

Abstract translation: 多维声学，数据处理和显示系统将声学数据排列在三维矩阵中。 使用奇异值分解将三维矩阵压缩为奇异向量和奇异值。 创建和维护历史数据库，并将其与三维数据进行连接。 该数据库允许混响和噪声减弱，数据中的其他较弱的特征将得到增强。 数据压缩后，可以有效地分析数据。 基于它们的奇异值或其他标准将奇异向量划分成一个或多个组。 某些压缩数据元素通过修改每个奇异矢量组内的奇异值来增强或减弱。 通过其他技术进一步处理所选择的奇异载体，用于进一步增强，检测，分离，特征提取和分类。 然后将压缩和增强的数据扩展回三维形式进行显示或进行其他处理。

公开(公告)号：US5662109A

公开(公告)日：1997-09-02

申请号：US422031

申请日：1995-04-14

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B6/00 ,  A61B8/08 ,  G01S7/62 ,  G01S15/89 ,  G06T11/00 ,  A61B8/00

CPC classification number: A61B6/5235 ,  A61B6/502 ,  A61B6/5247 ,  A61B8/0825 ,  A61B8/5238 ,  G01S15/899 ,  G01S7/52068 ,  G01S7/6245 ,  G06T5/50 ,  G06T2207/10072 ,  G06T2207/20221 ,  G06T2207/30068

Abstract: An enhancer receives, combines, and correlates at least two sets of data from different imaging sources, such as a mammographic imaging system and an ultrasound imaging system, for imaging bodily tissue, such as breast tissue. The processed data can then be displayed. The enhancer embeds sets of data in matrixes and uses singular value decomposition to compress the data into singular vectors and singular values. The compressed data can be altered to enhance or suppress desired features.

Abstract translation: 增强器接收，组合和关联来自不同成像源的至少两组数据，例如乳房造影成像系统和超声成像系统，用于成像身体组织，例如乳房组织。 然后可以显示处理后的数据。 增强器在矩阵中嵌入数据集，并使用奇异值分解将数据压缩为奇异向量和奇异值。 可以改变压缩数据以增强或抑制所需特征。

公开(公告)号：US5175710A

公开(公告)日：1992-12-29

申请号：US628337

申请日：1990-12-14

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: G01S3/80 ,  G01S3/802 ,  G01S7/20 ,  G01S7/526 ,  G01S7/56 ,  G01S7/62 ,  G01S15/66 ,  G01S15/88 ,  G01S15/89 ,  G06T11/00 ,  H04B1/10

CPC classification number: G01S7/6245 ,  G01S15/89 ,  G01S3/8006 ,  G01S3/802 ,  G01S3/86 ,  G01S7/20 ,  G01S15/66 ,  G01S15/87 ,  G01S15/8977

Abstract: A multi-dimensional processing and display system is used with a sonar tracking system to monitor ocean-going vessels. The system arranges data in a three-dimensional matrix, which is then reformatted into a two-dimensional matrix. The two-dimensional matrix is decomposed into singular vectors and singular values. Certain data elements in the two-dimensional matrix are enhanced or diminished by modifying selected angular values. A history database is maintained by saving certain of the singular vectors, which is concatenated with the two-dimensional matrix. An enhanced two-dimensional matrix is generated by multiplying the two-dimensional concatenated matrix by the modified singular values and the singular vectors. After data enhancement, the two-dimensional enhanced matrix is reformatted back into a three-dimensional matrix. All or portions of the enhanced three-dimensional matrix can then be displayed.

Abstract translation: 使用多维处理和显示系统与声纳跟踪系统来监视远洋船只。 系统将数据排列在三维矩阵中，然后将其重新格式化为二维矩阵。 二维矩阵被分解为奇异向量和奇异值。 通过修改所选的角度值来增强或减少二维矩阵中的某些数据元素。 通过保存与二维矩阵连接的某些奇异向量来维护历史数据库。 通过将二维连接矩阵乘以修改的奇异值和奇异向量来生成增强的二维矩阵。 数据增强后，二维增强矩阵重新格式化为三维矩阵。 然后可以显示全部或部分增强的三维矩阵。

公开(公告)号：US5455806A

公开(公告)日：1995-10-03

申请号：US367787

申请日：1994-12-30

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B8/00 ,  G01S20060101 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S11/14 ,  G01S15/00 ,  G01S15/89 ,  G01V1/28 ,  G06F17/00 ,  G06T11/00

CPC classification number: G01V1/28 ,  G01S11/14 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G01V2210/56 ,  Y10S367/901

Abstract: A multi-dimensional acoustic data processing and display system arranges acoustic data in a three-dimensional matrix. The three-dimensional matrix is compressed using singular value decomposition into singular vectors and singular values. A historical database is created and maintained and is also concatenated with the three-dimensional data. This database allows reverberation and noise to be diminished and other, weaker features in the data to be enhanced. Once the data is compressed, the data can be analyzed efficiently. The singular vectors are partitioned into one or more groups on the basis of their singular values or other criteria. Certain of the compressed data elements are enhanced or diminished by modifying the singular values within each of the groups of singular vectors. Selected singular vectors are processed further by other techniques for further enhancement, detection, isolation, feature extraction and classification. The compressed and enhanced data is then expanded back into three-dimensional form for display or for other processing.

Abstract translation: 多维声学数据处理和显示系统将声学数据排列在三维矩阵中。 使用奇异值分解将三维矩阵压缩为奇异向量和奇异值。 创建和维护历史数据库，并将其与三维数据进行连接。 该数据库允许混响和噪声减弱，数据中的其他较弱的特征将得到增强。 数据压缩后，可以有效地分析数据。 基于它们的奇异值或其他标准将奇异向量划分成一个或多个组。 某些压缩数据元素通过修改每个奇异矢量组内的奇异值来增强或减弱。 通过其他技术进一步处理所选择的奇异载体，用于进一步增强，检测，分离，特征提取和分类。 然后将压缩和增强的数据扩展回三维形式进行显示或进行其他处理。

公开(公告)号：US5559940A

公开(公告)日：1996-09-24

申请号：US462129

申请日：1995-06-05

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S15/89 ,  G06F17/00 ,  G06F17/27 ,  G06F17/30 ,  G06T11/00 ,  G09G5/26

CPC classification number: G06F17/274 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G06F17/3061

Abstract: A multi-dimensional processing and display system that is used with equal data to provide a system by which large volumes of such textual data may be efficiently sorted and searched. Textual data that is input to the multi-dimensional processing and display system is from one or more documents that are reformatted and translated into one or more numeric matrices. The matrices are modified to enhance and/or suppress certain words, phrases, subjects, etc. Thereafter, a single two-dimensional data is formed by concatenating the numeric matrices. The multi-dimensional processing and display system creates and maintains a historical database which is also concatenated in the two-dimensional matrix. Once the textual data is in the form of a two-dimensional matrix, the data can be analyzed efficiently, for example, using singular value decomposition (SVD). In doing so, the two-dimensional concatenated matrix is decomposed to obtain a compressed form of the numeric matrix. Certain data elements in the two-dimensional matrix may be enhanced, while certain other data elements may be suppressed. After data enhancement and/or suppression, the two-dimensional matrix is partitioned and rearranged to form enhanced multi-dimensional matrix. All or portions of the enhanced multi-dimensional matrix are then visually displayed. Lexical, semantic, and/or textual constructs of interest may be displayed as opaque objects within a three-dimensional transparent cube, enabling a user to review many documents quickly and easily.

Abstract translation: 一种多维处理和显示系统，其使用相等的数据来提供可以有效地排序和搜索大量这样的文本数据的系统。 输入到多维处理和显示系统的文本数据来自重新格式化并转换成一个或多个数字矩阵的一个或多个文档。 修改矩阵以增强和/或抑制某些单词，短语，主题等。此后，通过连接数字矩阵形成单个二维数据。 多维处理和显示系统创建并维护也连接在二维矩阵中的历史数据库。 一旦文本数据以二维矩阵的形式，可以有效地分析数据，例如使用奇异值分解（SVD）。 在这样做时，二维连接矩阵被分解以获得数字矩阵的压缩形式。 可以增强二维矩阵中的某些数据元素，而某些其他数据元素可被抑制。 在数据增强和/或抑制之后，二维矩阵被分割和重排以形成增强的多维矩阵。 然后可视地显示增强的多维矩阵的全部或部分。 感兴趣的词汇，语义和/或文本结构可以在三维透明立方体内显示为不透明对象，使得用户能够快速且容易地查看许多文档。

公开(公告)号：US5245587A

公开(公告)日：1993-09-14

申请号：US978245

申请日：1992-11-18

Applicant: William H. Hutson

Inventor： William H. Hutson

IPC: A61B8/00 ,  G01S20060101 ,  G01S3/802 ,  G01S7/20 ,  G01S7/62 ,  G01S11/14 ,  G01S15/00 ,  G01S15/89 ,  G01V1/28 ,  G06F17/00 ,  G06T11/00

CPC classification number: G01V1/28 ,  G01S11/14 ,  G01S15/899 ,  G01S3/802 ,  G01S7/20 ,  G01S7/6245 ,  G01V2210/56 ,  Y10S367/901

Abstract: A multi-dimensional acoustic data processing and display system arranges acoustic data in a three-dimensional matrix. The three-dimensional matrix is compressed using singular value decomposition into singular vectors and singular values. A historical database is created and maintained and is also concatenated with the three-dimensional data. This database allows reverberation and noise to be diminished and other, weaker features in the data to be enhanced. Once the data is compressed, the data can be analyzed efficiently. The singular vectors are partitioned into one or more groups on the basis of their singular values or other criteria. Certain of the compressed data elements are enhanced or diminished by modifying the singular values within each of the groups of singular vectors. Selected singular vectors are processed further by other techniques for further enhancement, detection, isolation, feature extraction and classification. The compressed and enhanced data is then expanded back into three-dimensional form for display or for other processing.

Abstract translation: 多维声学数据处理和显示系统将声学数据排列在三维矩阵中。 使用奇异值分解将三维矩阵压缩为奇异向量和奇异值。 创建和维护历史数据库，并将其与三维数据进行连接。 该数据库允许混响和噪声减弱，数据中的其他较弱的特征将得到增强。 数据压缩后，可以有效地分析数据。 基于它们的奇异值或其他标准将奇异向量划分成一个或多个组。 某些压缩数据元素通过修改每个奇异矢量组内的奇异值来增强或减弱。 通过其他技术进一步处理所选择的奇异载体，用于进一步增强，检测，分离，特征提取和分类。 然后将压缩和增强的数据扩展回三维形式进行显示或进行其他处理。