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    • 1. 发明申请
    • Graphical user interface for expression recognition
    • 用于表达式识别的图形用户界面
    • US20060062470A1
    • 2006-03-23
    • US11155784
    • 2005-06-20
    • Wenli ZhuXiaohui HouDongmei ZhangBing SunJiang WuJian Wang
    • Wenli ZhuXiaohui HouDongmei ZhangBing SunJiang WuJian Wang
    • G06K9/18
    • G06K9/222G06K9/00436
    • A mechanism for inputting handwritten mathematical expressions into a computer is described. A user interface includes an input area that receives strokes corresponding to a handwritten mathematical expression, a result display area that displays a mathematical expression recognition result corresponding to the strokes, and a tool area that allows a user to select various tools for operation within the input area and/or the result display area. The mathematical expression recognized result corresponds to a best match to the strokes received from a mathematical expression recognition system. Another interface element allows a user to see the availability of alternative mathematical expression recognition candidates. An additional input feature allows a user to input the mathematical expression recognized result into an application program.
    • 描述了将手写数学表达式输入计算机的机制。 用户接口包括接收与手写数学表达式对应的笔画的输入区域,显示与笔画相对应的数学表达式识别结果的结果显示区域,以及允许用户选择用于在输入内操作的各种工具的工具区域 区域和/或结果显示区域。 识别数学表达式对应于与数学表达式识别系统接收的笔画的最佳匹配。 另一个界面元素允许用户查看替代数学表达式识别候选者的可用性。 额外的输入功能允许用户将表达式识别的结果输入到应用程序中。
    • 5. 发明授权
    • Unified digital ink recognition
    • 统一数字墨水识别
    • US08041120B2
    • 2011-10-18
    • US11821858
    • 2007-06-26
    • Dongmei ZhangXiaohui HouYingjun QiuJian Wang
    • Dongmei ZhangXiaohui HouYingjun QiuJian Wang
    • G06K9/46G06K9/66
    • G06K9/00422
    • Described is a unified digital ink recognizer that recognizes various different types of digital ink data, such as handwritten character data and custom data, e.g., sketched shapes, handwritten gestures, and/or drawn pictures, without further participation by a user such as recognition mode selection or parameter input. For a custom item, the output may be a Unicode value from a private use area of Unicode. Building the unified digital ink recognizer may include defining the data set to be recognized, extracting features of training samples corresponding to the dataset items to build a recognizer model, evaluating the recognizer model using testing data, and modifying the recognizer model using tuning data. The extracted features may be processed into feature data for a multi-dimensional nearest neighbor recognizer approach; the extracted features for the samples of each class is calculated and combined into the feature set for this class in the resulting recognizer model.
    • 描述了一种统一的数字墨水识别器,其识别各种不同类型的数字墨水数据,例如手写字符数据和自定义数据,例如草图形状,手写手势和/或绘制的图像,而不需要诸如识别模式的用户的进一步参与 选择或参数输入。 对于自定义项目,输出可能是Unicode的私有使用区域的Unicode值。 构建统一数字墨水识别器可以包括定义要识别的数据集,提取与数据集项目相对应的训练样本的特征以构建识别器模型,使用测试数据评估识别器模型,以及使用调谐数据修改识别器模型。 提取的特征可以被处理成用于多维最近邻识别器方法的特征数据; 计算每个类的样本的提取特征,并将其组合到生成的识别器模型中的该类的特征集中。
    • 6. 发明授权
    • Software error report analysis
    • 软件错误报告分析
    • US07890814B2
    • 2011-02-15
    • US11823213
    • 2007-06-27
    • Dongmei ZhangYingnong DangXiaohui HouSong HuangJian Wang
    • Dongmei ZhangYingnong DangXiaohui HouSong HuangJian Wang
    • G06F11/00
    • G06F11/366
    • Described herein is technology for, among other things, accessing error report information. It involves various techniques and tools for analyzing and interrelating failure data contained in error reports and thereby facilitating developers to more easily and quickly solve programming bugs. Numerous parameters may also be specified for selecting and searching error reports. Several reliability metrics are provided to better track software reliability situations. The reliability metrics facilitate the tracking of the overall situation of failures that happen in the real word by providing metrics based on error reports (e.g., failure occurrence trends, failure distributions across different languages).
    • 这里描述的是用于访问错误报告信息的技术。 它涉及用于分析和相互关联错误报告中包含的故障数据的各种技术和工具,从而方便开发人员更轻松,快速地解决编程错误。 还可以指定许多参数来选择和搜索错误报告。 提供了几个可靠性指标来更好地跟踪软件可靠性情况。 可靠性指标通过提供基于错误报告(例如,故障发生趋势,跨不同语言的故障分布)的度量来促进跟踪真实单词中发生的故障的总体情况。
    • 9. 发明申请
    • Unifield digital ink recognition
    • Unifield数字墨水识别
    • US20090003703A1
    • 2009-01-01
    • US11821858
    • 2007-06-26
    • Dongmei ZhangXiaohui HouYingjun QiuJian Wang
    • Dongmei ZhangXiaohui HouYingjun QiuJian Wang
    • G06K9/00
    • G06K9/00422
    • Described is a unified digital ink recognizer that recognizes various different types of digital ink data, such as handwritten character data and custom data, e.g., sketched shapes, handwritten gestures, and/or drawn pictures, without further participation by a user such as recognition mode selection or parameter input. For a custom item, the output may be a Unicode value from a private use area of Unicode. Building the unified digital ink recognizer may include defining the data set to be recognized, extracting features of training samples corresponding to the dataset items to build a recognizer model, evaluating the recognizer model using testing data, and modifying the recognizer model using tuning data. The extracted features may be processed into feature data for a multi-dimensional nearest neighbor recognizer approach; the extracted features for the samples of each class is calculated and combined into the feature set for this class in the resulting recognizer model.
    • 描述了一种统一的数字墨水识别器,其识别各种不同类型的数字墨水数据,例如手写字符数据和自定义数据,例如草图形状,手写手势和/或绘制的图像,而不需要诸如识别模式的用户的进一步参与 选择或参数输入。 对于自定义项目,输出可能是Unicode的私有使用区域的Unicode值。 构建统一数字墨水识别器可以包括定义要识别的数据集,提取与数据集项目相对应的训练样本的特征以构建识别器模型,使用测试数据评估识别器模型,以及使用调谐数据修改识别器模型。 提取的特征可以被处理成用于多维最近邻识别器方法的特征数据; 计算每个类的样本的提取特征,并将其组合到生成的识别器模型中的该类的特征集中。
    • 10. 发明申请
    • Integrated platform for user input of digital ink
    • 用于数字墨水用户输入的集成平台
    • US20090002392A1
    • 2009-01-01
    • US11821870
    • 2007-06-26
    • Xiaohui HouYingjun QiuDongmei ZhangJian Wang
    • Xiaohui HouYingjun QiuDongmei ZhangJian Wang
    • G06F17/24
    • G06F17/242G06K9/00422
    • Described is a technology that provides an integrated platform for users to use different kinds of digital ink (e.g., handwritten characters, sketched shapes, handwritten formulas) when interacting with computer programs. The platform interprets the user's digital ink input and outputs one or more associated items into an application program. The output items can be customized for different application programs. In one aspect, the platform includes an ink panel having different operating modes for receiving digital ink, and a recognition service that recognizes different types of digital ink. The recognition service may include a unified recognizer that recognizes different types of digital ink, e.g., characters and shapes. Another recognizer may be included such as an equation recognizer. If the recognition result is text while in a non-text mode, the text may be used in a keyword search to locate items; otherwise, the recognition result may be used without keyword searching.
    • 描述了一种为用户在与计算机程序交互时使用不同种类的数字墨水(例如手写字符,草图形状,手写公式)的集成平台的技术。 该平台解释用户的数字墨水输入并将一个或多个相关联的物品输出到应用程序中。 可以为不同的应用程序定制输出项。 一方面,平台包括具有用于接收数字墨水的不同操作模式的墨面板以及识别不同类型的数字墨水的识别服务。 识别服务可以包括识别不同类型的数字墨水的统一识别器,例如字符和形状。 可以包括另外的识别器,例如等式识别器。 如果识别结果是在非文本模式下的文本,则可以在关键词搜索中使用文本来定位项目; 否则,可以在没有关键词搜索的情况下使用识别结果。