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1. 发明授权

US07184991B1 Pattern recognition applied to oil exploration and production 失效
标题翻译：模式识别应用于石油勘探和生产
公开(公告)号：US07184991B1
公开(公告)日：2007-02-27
申请号：US10308933
申请日：2002-12-03
申请人： Robert Wentland , Peter Whitehead , Fredric S. Young , Jawad Mokhtar , Bradley C. Wallet , Dennis Johnson
发明人： Robert Wentland , Peter Whitehead , Fredric S. Young , Jawad Mokhtar , Bradley C. Wallet , Dennis Johnson
IPC分类号： G06F17/00 , G06N5/00
CPC分类号： G06K9/46 , G01V11/00 , G06K9/62
摘要： An apparatus and method for analyzing known data, storing the known data in a pattern database (“PDB”) as a template is provided. Additional methods are provided for comparing new data against the templates in the PDB. The data is stored in such a way as to facilitate the visual recognition of desired patterns or indicia indicating the presence of a desired or undesired feature within the new data. The apparatus and method is applicable to a variety of applications where large amounts of information are generated, and/or if the data exhibits fractal or chaotic attributes.
摘要翻译：提供了一种用于分析已知数据，将已知数据存储在模式数据库（“PDB”）中作为模板的装置和方法。提供了其他方法来比较新数据与PDB中的模板。数据以这样的方式存储，以便于对新数据中期望或不期望的特征的存在的期望图案或标记的视觉识别。该装置和方法适用于产生大量信息的各种应用，和/或数据呈现分形或混沌属性。

2. 发明授权

US06363327B1 Method and apparatus for extracting selected feature information and classifying heterogeneous regions of N-dimensional spatial data 失效
标题翻译：提取所选特征信息并分类N维空间数据的异质区域的方法和装置
公开(公告)号：US06363327B1
公开(公告)日：2002-03-26
申请号：US09563187
申请日：2000-05-02
申请人： Bradley C. Wallet , Robert Wentland , Peter Whitehead
发明人： Bradley C. Wallet , Robert Wentland , Peter Whitehead
IPC分类号： G01V318
CPC分类号： G01V1/30
摘要： Given a spatial dataset of n dimensions, a data-driven partitioning of the dataset is effected into topographically contiguous regions using feature specific indices (for example, by examining the change in polarity of the impedance of seismic data). Then on each region, a set of features (which may be mathematical functions) is calculated (e.g., mean value of all data in the region), wherein the features are considered sufficiently descriptive of the region. Thereupon, two or more regions which are topographically contiguous are grouped together and the associated features are assembled in a structure (e.g., a vector or a matrix) to be input to a classifier.
摘要翻译：给定n维的空间数据集，使用特征特征索引（例如，通过检查地震数据的阻抗的极性的变化），数据集的数据驱动分区被实现到地形上连续的区域中。然后在每个区域上，计算一组特征（其可以是数学函数）（例如，该区域中所有数据的平均值），其中特征被认为是充分描述该区域。因此，两个或更多个在地形上连续的区域被分组在一起，并且相关联的特征被组合成结构（例如，向量或矩阵）以被输入到分类器。

3. 发明授权

US06526353B2 Method and apparatus for extracting selected feature information and classifying heterogeneous regions of n-dimensional spatial data 失效
标题翻译：提取所选特征信息并对n维空间数据的异质区进行分类的方法和装置
公开(公告)号：US06526353B2
公开(公告)日：2003-02-25
申请号：US10106587
申请日：2002-03-25
申请人： Bradley C. Wallet , Robert Wentland , Peter Whitehead
发明人： Bradley C. Wallet , Robert Wentland , Peter Whitehead
IPC分类号： G01V318
CPC分类号： G01V1/30
摘要： A method and apparatus are provided to process spatial data including seismic data. Given a spatial dataset of n dimensions, a data-driven partitioning of the dataset is effected into topographically contiguous regions using feature specific indices. Then on each region, a set of features is calculated according to a computer process, wherein the features are considered sufficiently descriptive of the region. Thereupon, two or more regions which are topographically contiguous are grouped together and the associated features are assembled in an analytical structure to be input to a classifier.
摘要翻译：提供了一种方法和装置来处理包括地震数据的空间数据。给定n维的空间数据集，使用特征特征索引，数据集的数据驱动分区被实现到地形上连续的区域中。然后在每个区域上，根据计算机过程计算一组特征，其中特征被认为是充分描述该区域。因此，两个或多个地形连续的区域被分组在一起，并且相关联的特征被组装在分析结构中以输入到分类器。

4. 发明授权

US07295706B2 Pattern recognition applied to graphic imaging 失效
标题翻译：模式识别应用于图形成像
公开(公告)号：US07295706B2
公开(公告)日：2007-11-13
申请号：US10318324
申请日：2002-12-12
申请人： Robert Wentland , Peter Whitehead , Frederic S. Young
发明人： Robert Wentland , Peter Whitehead , Frederic S. Young
IPC分类号： G06K9/00
CPC分类号： G06K9/6253 , G01V11/00
摘要： An apparatus and method for analyzing known data, and storing the known data in a pattern database (“PDB”) as a template is provided. Additional methods are provided for comparing target data against the templates in the PDB. The data is stored in such a way as to facilitate the visual recognition of desired patterns or indicia indicating the presence of a desired or undesired feature within the new data. The apparatus and method is applicable to a variety of applications where large amounts of information are generated, and/or if the data exhibits fractal or chaotic attributes.
摘要翻译：提供了用于分析已知数据并将已知数据存储在模式数据库（“PDB”）中作为模板的装置和方法。提供了另外的方法来比较目标数据与PDB中的模板。数据以这样的方式存储，以便于对新数据中期望或不期望的特征的存在的期望图案或标记的视觉识别。该装置和方法适用于产生大量信息的各种应用，和/或数据呈现分形或混沌属性。

5. 发明授权

US07188092B2 Pattern recognition template application applied to oil exploration and production 失效
标题翻译：模式识别模板应用于石油勘探和生产
公开(公告)号：US07188092B2
公开(公告)日：2007-03-06
申请号：US10308884
申请日：2002-12-03
申请人： Robert Wentland , Peter Whitehead
发明人： Robert Wentland , Peter Whitehead
IPC分类号： G06F17/00 , G06N5/02
CPC分类号： G06K9/6253 , G01V11/00
摘要： A system, method and apparatus are provided for applying templates to find deposits of oil and natural gas. A personal computer is used to perform calculations on known data to generate hyperdimensional templates that are stored within a pattern database. The hyperdimensional templates are generated in a layered series of cutting, attributing, and statisizing phases using data known to represent existing oil and gas reservoirs. The hyperdimensional templates are stored in a pattern database. The templates are used in comparison to target data sets in order to detect patterns that are consistent with reserves of oil and/or natural gas.
摘要翻译：提供了一种用于应用模板以找到石油和天然气沉积物的系统，方法和装置。个人计算机用于对已知数据执行计算，以生成存储在模式数据库中的超维度模板。使用已知代表现有油气藏的数据，在分层系列切割，归属和统计阶段中生成超维模板。超维度模板存储在模式数据库中。使用模板与目标数据集进行比较，以便检测与油和/或天然气储量一致的模式。

6. 发明授权

US07162463B1 Pattern recognition template construction applied to oil exploration and production 失效
标题翻译：模式识别模板建设应用于石油勘探和生产
公开(公告)号：US07162463B1
公开(公告)日：2007-01-09
申请号：US10308860
申请日：2002-12-03
申请人： Robert Wentland , Peter Whitehead
发明人： Robert Wentland , Peter Whitehead
IPC分类号： G06F17/00 , G06N5/02
CPC分类号： G06N5/02 , G01V11/00 , G06K9/6253
摘要： An apparatus, system, and set of methods are provided for building templates that can be used in the exploration and production oil and gas deposits. A personal computer is used to perform calculations on known data to generate hyperdimensional templates that are stored within a pattern database. The hyperdimensional templates are generated in a layered series of cutting, attributing, and statisizing phases using data known to represent existing oil and gas reservoirs. The hyperdimensional templates are stored in a pattern database. Methods are provided for identifying misclassifications and otherwise determine the quality of the templates in the pattern database.
摘要翻译：提供了可用于勘探和生产油气藏的建筑模板的装置，系统和方法。个人计算机用于对已知数据执行计算，以生成存储在模式数据库中的超维度模板。使用已知代表现有油气藏的数据，在分层系列切割，归属和统计阶段中生成超维模板。超维度模板存储在模式数据库中。提供了用于识别错误分类和以其他方式确定模式数据库中模板的质量的方法。

7. 发明申请

US20080175478A1 METHOD, SYSTEM, AND APPARATUS FOR COLOR REPRESENTATION OF SEISMIC DATA AND ASSOCIATED MEASUREMENTS 审中-公开
标题翻译：地震数据和相关测量的颜色表示的方法，系统和装置
公开(公告)号：US20080175478A1
公开(公告)日：2008-07-24
申请号：US11932185
申请日：2007-10-31
申请人： Robert Wentland , Jawad Mokhtar
发明人： Robert Wentland , Jawad Mokhtar
IPC分类号： G06K9/00
CPC分类号： G06K9/6253 , G01V1/34 , G01V11/00
摘要： The present invention is a method, system, and apparatus for visually displaying digitized information in a way that allows a human operator to detect easily patterns and characteristics within the data. A personal computer is used to extract raw data and to perform Boolean operations at the behest of a user. The manipulated information is then converted into a false-color image and displayed on an output screen. The images can be compared to known data, called a template, in order to detect one or more desired patterns that indicate desirable features. The desired pattern can then be highlighted (or illuminated) and be displayed to the operator so that the location of the desired feature may be identified.
摘要翻译：本发明是一种用于以允许操作者容易地检测数据内的模式和特征的方式视觉显示数字化信息的方法，系统和装置。个人计算机用于提取原始数据，并根据用户的要求进行布尔运算。然后将被操纵的信息转换为假色图像并显示在输出屏幕上。可以将图像与称为模板的已知数据进行比较，以便检测指示所需特征的一个或多个期望图案。然后可以突出（或照亮）期望的图案并将其显示给操作者，使得可以识别所需特征的位置。

8. 发明授权

US07308139B2 Method, system, and apparatus for color representation of seismic data and associated measurements 失效
标题翻译：用于地震数据和相关测量的颜色表示的方法，系统和装置
公开(公告)号：US07308139B2
公开(公告)日：2007-12-11
申请号：US10308928
申请日：2002-12-03
申请人： Robert Wentland , Jawad Mokhtar
发明人： Robert Wentland , Jawad Mokhtar
IPC分类号： G06K9/00 , G01V3/38 , G01V1/00 , G01V9/34
CPC分类号： G06K9/6253 , G01V1/34 , G01V11/00
摘要： The present invention is a method, system, and apparatus for visually displaying digitized information in a way that allows a human operator to detect easily patterns and characteristics within the data. A personal computer is used to extract raw data and to perform Boolean operations at the behest of a user. The manipulated information is then converted into a false-color image and displayed on an output screen. The images can be compared to known data, called a template, in order to detect one or more desired patterns that indicate desirable features. The desired pattern can then be highlighted (or illuminated) and be displayed to the operator so that the location of the desired feature may be identified.
摘要翻译：本发明是一种用于以允许操作者容易地检测数据内的模式和特征的方式视觉显示数字化信息的方法，系统和装置。个人计算机用于提取原始数据，并根据用户的要求执行布尔运算。然后将被操纵的信息转换为假色图像并显示在输出屏幕上。可以将图像与称为模板的已知数据进行比较，以便检测指示所需特征的一个或多个期望图案。然后可以突出（或照亮）期望的图案并将其显示给操作者，使得可以识别所需特征的位置。

9. 发明申请

US20060184488A1 Method and system for trace aligned and trace non-aligned pattern statistical calculation in seismic analysis 审中-公开
标题翻译：地震分析中跟踪对齐和跟踪非对齐模式统计计算的方法和系统
公开(公告)号：US20060184488A1
公开(公告)日：2006-08-17
申请号：US11373409
申请日：2006-03-10
申请人： Robert Wentland
发明人： Robert Wentland
IPC分类号： G06K9/62 , G06N5/00
CPC分类号： G06K9/00523 , G01V1/30 , G01V1/32 , G06K9/6253
摘要： An apparatus and method for analyzing known data, storing the known data in a pattern database (“PDB”) as a template is provided. Additional methods are provided for comparing new data against the templates in the PDB. The data is stored in such a way as to facilitate the visual recognition of desired patterns or indicia indicating the presence of a desired or undesired feature within the new data. Data may be analyzed as fragments, and the characteristics of various fragments, such as string length, may be calculated and compared to other indicia to indicate the presence or absence of a particular substance, such as a hydrocarbon. The length and/or character of each fragment are a product of the cutting criteria in both horizontal and vertical orientations. Modifying the cutting criteria can have a beneficial effect on the results of the analysis and/or in the amount of time necessary to achieve useful results. The apparatus and method is applicable to a variety of applications where large amounts of information are generated, and/or if the data exhibits fractal or chaotic attributes.
摘要翻译：提供了一种用于分析已知数据，将已知数据存储在模式数据库（“PDB”）中作为模板的装置和方法。提供了其他方法来比较新数据与PDB中的模板。数据以这样的方式存储，以便于对新数据中期望或不期望的特征的存在的期望图案或标记的视觉识别。可以将数据分析为片段，并且可以计算各种片段的特征，例如长度，并与其他标记进行比较，以指示特定物质如烃的存在或不存在。每个片段的长度和/或特征是水平和垂直方向上的切割标准的乘积。修改切割标准可以对分析结果和/或达到有用结果所需的时间量产生有益的影响。该装置和方法适用于产生大量信息的各种应用，和/或数据呈现分形或混沌属性。

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