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    RECOGNIZING, ANCHORING AND REFLOWING DIGITAL INK ANNOTATIONS
    1.
    发明申请
    RECOGNIZING, ANCHORING AND REFLOWING DIGITAL INK ANNOTATIONS 有权
    识别，锚定和反转数字墨水注释

    公开(公告)号：US20070214407A1

    公开(公告)日：2007-09-13

    申请号：US11748334

    申请日：2007-05-14

    申请人： David Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    发明人： David Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    IPC分类号： G06F15/00

    CPC分类号： G06K9/222 ,  G06F17/242

    摘要： A digital ink annotation process and system for processing digital documents and digital ink annotations therein. An annotation's position is maintained within a document such that the original intent and meaning of the annotation is preserved. This is true even if the document is edited, resized, displayed on a different device or otherwise modified. The process includes automatic and manual grouping of digital ink strokes within a document to define digital ink annotations, classifying the annotations according to annotation type, and anchoring the annotations to appropriate regions or positions in a document. The process further includes reflowing the annotations in a new document layout such that the annotations conform and adapt to the new layout while preserving the original intents and meanings of the annotations. The system includes a classification module, an anchoring module, a reflow module and a clean-up module to implement the digital ink annotation process.

    摘要翻译： 用于处理数字文档和数字墨水注释的数字墨水注释过程和系统。 注释的位置保留在文档中，使得注释的原始意图和含义得以保留。 即使将文档编辑，调整大小，显示在其他设备上或以其他方式进行修改，也是如此。 该过程包括在文档内自动和手动分组数字墨迹以定义数字墨迹注释，根据注释类型对注释进行分类，以及将注释锚定到文档中的适当区域或位置。 该过程还包括在新的文档布局中回注注释，使得注释符合并适应新布局，同时保留注释的原始意图和含义。 该系统包括分类模块，锚定模块，回流模块和清理模块，以实现数字墨水注释过程。

    Freeform digital ink annotation recognition
    2.
    发明申请
    Freeform digital ink annotation recognition 有权

    公开(公告)号：US20060050969A1

    公开(公告)日：2006-03-09

    申请号：US10934306

    申请日：2004-09-03

    申请人： Michael Shilman ,  Zile Wei ,  David Bargeron

    发明人： Michael Shilman ,  Zile Wei ,  David Bargeron

    IPC分类号： G06K9/62

    CPC分类号： G06K9/2054 ,  G06F3/04883 ,  G06F17/211 ,  G06F17/242 ,  G06K2209/01

    摘要： The present invention leverages classification type detectors and/or context information to provide a systematic means to recognize and anchor annotation strokes, providing reflowable digital annotations. This allows annotations in digital documents to be archived, shared, searched, and easily manipulated. In one instance of the present invention, an annotation recognition method obtains an input of strokes that are grouped, classified, and anchored to underlying text and/or points in a document. Additional instances of the present invention utilize linguistic content, domain specific information, anchor context, and document context to facilitate in correctly recognizing an annotation.

    Recognizing, anchoring and reflowing digital ink annotations
    4.
    发明授权
    Recognizing, anchoring and reflowing digital ink annotations 有权
    识别，锚定和回填数字墨水注释

    公开(公告)号：US08250463B2

    公开(公告)日：2012-08-21

    申请号：US11748334

    申请日：2007-05-14

    申请人： David M. Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    发明人： David M. Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    IPC分类号： G06F17/20

    CPC分类号： G06K9/222 ,  G06F17/242

    摘要： A digital ink annotation process and system for processing digital documents and digital ink annotations therein. An annotation's position is maintained within a document such that the original intent and meaning of the annotation is preserved. This is true even if the document is edited, resized, displayed on a different device or otherwise modified. The process includes automatic and manual grouping of digital ink strokes within a document to define digital ink annotations, classifying the annotations according to annotation type, and anchoring the annotations to appropriate regions or positions in a document. The process further includes reflowing the annotations in a new document layout such that the annotations conform and adapt to the new layout while preserving the original intents and meanings of the annotations. The system includes a classification module, an anchoring module, a reflow module and a clean-up module to implement the digital ink annotation process.

    摘要翻译： 用于处理数字文档和数字墨水注释的数字墨水注释过程和系统。 注释的位置保留在文档中，使得注释的原始意图和含义得以保留。 即使将文档编辑，调整大小，显示在其他设备上或以其他方式进行修改，也是如此。 该过程包括在文档内自动和手动分组数字墨迹以定义数字墨迹注释，根据注释类型对注释进行分类，以及将注释锚定到文档中的适当区域或位置。 该过程还包括在新的文档布局中回注注释，使得注释符合并适应新布局，同时保留注释的原始意图和含义。 该系统包括分类模块，锚定模块，回流模块和清理模块，以实现数字墨水注释过程。

    Digital ink annotation process and system for recognizing, anchoring and reflowing digital ink annotations
    5.
    发明授权
    Digital ink annotation process and system for recognizing, anchoring and reflowing digital ink annotations 有权
    数字墨水注释过程和系统，用于识别，锚定和回填数字墨水注释

    公开(公告)号：US07218783B2

    公开(公告)日：2007-05-15

    申请号：US10460999

    申请日：2003-06-13

    申请人： David M. Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    发明人： David M. Bargeron ,  Tomer Moscovich ,  Michael Shilman ,  Zile Wei

    IPC分类号： G06K9/00

    CPC分类号： G06K9/222 ,  G06F17/242

    摘要： A digital ink annotation process and system for processing digital documents and digital ink annotations therein. The process and system maintain an annotation's position within a document such that the original intent and meaning of the annotation is preserved. This is true even if the document is edited, resized, displayed on a different device or otherwise modified. The digital ink annotation process includes automatic and manual grouping of digital ink strokes within a document to define digital ink annotations, classifying the annotations according to annotation type, and anchoring the annotations to appropriate regions or positions in a document. The process further includes reflowing the annotations in a new document layout such that the annotations conform and adapt to the new layout while preserving the original intents and meanings of the annotations. A digital ink annotation system includes a classification module, an anchoring module, a reflow module and a clean-up module to implement the digital ink annotation process.

    摘要翻译： 用于处理数字文档和数字墨水注释的数字墨水注释过程和系统。 过程和系统保持注释在文档中的位置，使得注释的原始意图和含义得以保留。 即使将文档编辑，调整大小，显示在其他设备上或以其他方式进行修改，也是如此。 数字墨水注释过程包括文档内的数字墨水笔划的自动和手动分组以定义数字墨水注释，根据注释类型对注释进行分类，以及将注释锚定到文档中的适当区域或位置。 该过程还包括在新的文档布局中回注注释，使得注释符合并适应新布局，同时保留注释的原始意图和含义。 数字墨水注释系统包括分类模块，锚定模块，回流模块和清理模块，以实现数字墨水注释过程。

    INCREMENTAL SYSTEM FOR REAL TIME DIGITAL INK ANALYSIS
    6.
    发明申请
    INCREMENTAL SYSTEM FOR REAL TIME DIGITAL INK ANALYSIS 有权
    实时数字墨水分析的增量系统

    公开(公告)号：US20070076952A1

    公开(公告)日：2007-04-05

    申请号：US11468404

    申请日：2006-08-30

    申请人： Sashi Raghupathy ,  Michael Shilman ,  Zile Wei ,  F. Jones ,  Charlton Lui

    发明人： Sashi Raghupathy ,  Michael Shilman ,  Zile Wei ,  F. Jones ,  Charlton Lui

    IPC分类号： G06K9/00 ,  G06K9/46

    CPC分类号： G06K9/222

    摘要： Flexible and efficient systems and methods for organizing, analyzing, and processing digital ink incrementally analyze input data (e.g., representing ink strokes) as the user continues to add to, edit, or modify the data. In this manner, processing is performed promptly as the ink is entered, and the processing system and method can effectively keep up with the user. This prevents long processing delays, because the systems and methods need not first process a large volume of ink data present after the user has entered has completely filled a page with ink.

    摘要翻译： 用于组织，分析和处理数字墨水的灵活和有效的系统和方法随着用户继续添加，编辑或修改数据而递增地分析输入数据（例如，表示墨水笔画）。 以这种方式，随着墨水的进入，迅速地执行处理，并且处理系统和方法可以有效地跟上使用者。 这样可以防止长时间的处理延迟，因为系统和方法不需要首先处理用户输入后存在的大量墨水数据，从而完全填满墨水页面。

    Freeform digital ink annotation recognition
    7.
    发明授权
    Freeform digital ink annotation recognition 有权
    自由数字墨水注释识别

    公开(公告)号：US07574048B2

    公开(公告)日：2009-08-11

    申请号：US10934306

    申请日：2004-09-03

    申请人： Michael Shilman ,  Zile Wei ,  David M. Bargeron

    发明人： Michael Shilman ,  Zile Wei ,  David M. Bargeron

    IPC分类号： G06K9/00

    CPC分类号： G06K9/2054 ,  G06F3/04883 ,  G06F17/211 ,  G06F17/242 ,  G06K2209/01

    摘要： The present invention leverages classification type detectors and/or context information to provide a systematic means to recognize and anchor annotation strokes, providing reflowable digital annotations. This allows annotations in digital documents to be archived, shared, searched, and easily manipulated. In one instance of the present invention, an annotation recognition method obtains an input of strokes that are grouped, classified, and anchored to underlying text and/or points in a document. Additional instances of the present invention utilize linguistic content, domain specific information, anchor context, and document context to facilitate in correctly recognizing an annotation.

    摘要翻译： 本发明利用分类类型检测器和/或上下文信息来提供识别和锚定注释笔画的系统手段，提供可回流的数字注释。 这样可以对数字文档中的注释进行归档，共享，搜索和轻松操作。 在本发明的一个实例中，注释识别方法获得在文档中分组，分类和锚定到底层文本和/或点的笔画的输入。 本发明的附加实例利用语言内容，域特定信息，锚上下文和文档上下文以便于正确识别注释。

    Method of classifying and active learning that ranks entries based on multiple scores, presents entries to human analysts, and detects and/or prevents malicious behavior
    9.
    发明授权
    Method of classifying and active learning that ranks entries based on multiple scores, presents entries to human analysts, and detects and/or prevents malicious behavior 有权
    基于多个分数对条目进行分类和主动学习的方法，向人类分析人员提供条目，并检测和/或防止恶意行为

    公开(公告)号：US07941382B2

    公开(公告)日：2011-05-10

    申请号：US11871587

    申请日：2007-10-12

    申请人： Jack W. Stokes ,  John C. Platt ,  Michael Shilman ,  Joseph L. Kravis

    发明人： Jack W. Stokes ,  John C. Platt ,  Michael Shilman ,  Joseph L. Kravis

    IPC分类号： G06E1/00

    CPC分类号： G06F15/16

    摘要： A malicious behavior detection/prevention system, such as an intrusion detection system, is provided that uses active learning to classify entries into multiple classes. A single entry can correspond to either the occurrence of one or more events or the non-occurrence of one or more events. During a training phase, entries are automatically classified into one of multiple classes. After classifying the entry, a generated model for the determined class is utilized to determine how well an entry corresponds to the model. Ambiguous classifications along with entries that do not fit the model well for the determined class are selected for labeling by a human analyst. The selected entries are presented to a human analyst for labeling. These labels are used to further train the classifier and the models. During an evaluation phase, entries are automatically classified using the trained classifier and a policy associated with determined class is applied.

    摘要翻译： 提供了一种恶意行为检测/预防系统，例如入侵检测系统，其使用主动学习将条目分类到多个类中。 单个条目可以对应于一个或多个事件的发生或一个或多个事件的不发生。 在训练阶段，条目自动分为多个类别之一。 在对条目进行分类之后，使用所确定的类的生成模型来确定条目对应于模型的良好程度。 选择不确定的分类以及不符合确定类别的模型的条目，由人类分析师进行标签。 选定的条目提交给人类分析人员进行标签。 这些标签用于进一步训练分类器和型号。 在评估阶段，使用训练有素的分类器对条目进行自动分类，并应用与确定类相关联的策略。

    Parsing of ink annotations
    10.
    发明申请
    Parsing of ink annotations 审中-公开
    解析墨迹注释

    公开(公告)号：US20080195931A1

    公开(公告)日：2008-08-14

    申请号：US11589028

    申请日：2006-10-27

    申请人： Sashi Raghupathy ,  Paul A. Viola ,  Michael Shilman ,  Xin Wang

    发明人： Sashi Raghupathy ,  Paul A. Viola ,  Michael Shilman ,  Xin Wang

    IPC分类号： G06F17/00

    CPC分类号： G06K9/00402

    摘要： Annotation recognition and parsing is accomplished by first recognizing and grouping shapes such that relationships between the annotations and the underlying text and/or images can be determined. The recognition and grouping is followed by categorization of recognized annotations according to predefined types. The classification may be according to functionality, relation to content, and the like. In a third phase, the annotations are anchored to the underlying text or images they are found to be related to.

    摘要翻译： 注释识别和解析是通过首先识别和分组形状来实现的，使得可以确定注释和底层文本和/或图像之间的关系。 识别和分组之后是根据预定义类型对所识别的注释进行分类。 分类可以根据功能，与内容的关系等。 在第三阶段，注释被锚定到被发现与之相关的底层文本或图像。