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    • 4. 发明授权
    • Interactive concept learning in image search
    • 图像搜索中的互动概念学习
    • US09008446B2
    • 2015-04-14
    • US13429342
    • 2012-03-24
    • Desney S. TanAshish KapoorSimon A. J. WinderJames A. Fogarty
    • Desney S. TanAshish KapoorSimon A. J. WinderJames A. Fogarty
    • G06K9/62G06F17/30
    • G06F17/30247G06K9/6215
    • An interactive concept learning image search technique that allows end-users to quickly create their own rules for re-ranking images based on the image characteristics of the images. The image characteristics can include visual characteristics as well as semantic features or characteristics, or may include a combination of both. End-users can then rank or re-rank any current or future image search results according to their rule or rules. End-users provide examples of images each rule should match and examples of images the rule should reject. The technique learns the common image characteristics of the examples, and any current or future image search results can then be ranked or re-ranked according to the learned rules.
    • 一种交互式概念学习图像搜索技术,允许最终用户基于图像的图像特征快速创建自己的重新排序图像的规则。 图像特征可以包括视觉特征以及语义特征或特征,或者可以包括两者的组合。 然后,最终用户可以根据其规则或规则对当前或将来的图像搜索结果进行排名或重新排序。 最终用户提供每个规则应该匹配的图像的示例以及规则应该拒绝的图像的示例。 该技术学习示例的常见图像特征,然后可以根据学习的规则对任何当前或将来的图像搜索结果进行排名或重新排序。
    • 7. 发明授权
    • Interactive visualization for generating ensemble classifiers
    • 用于生成综合分类器的交互式可视化
    • US08306940B2
    • 2012-11-06
    • US12408663
    • 2009-03-20
    • Bongshin LeeAshish KapoorDesney S. TanJustin Talbot
    • Bongshin LeeAshish KapoorDesney S. TanJustin Talbot
    • G06F15/18G06F17/00G06N5/04
    • G06N99/005
    • A real-time visual feedback ensemble classifier generator and method for interactively generating an optimal ensemble classifier using a user interface. Embodiments of the real-time visual feedback ensemble classifier generator and method use a weight adjustment operation and a partitioning operation in the interactive generation process. In addition, the generator and method include a user interface that provides real-time visual feedback to a user so that the user can see how the weight adjustment and partitioning operation affect the overall accuracy of the ensemble classifier. Using the user interface and the interactive controls available on the user interface, a user can iteratively use one or both of the weigh adjustment operation and partitioning operation to generate an optimized ensemble classifier.
    • 一种实时视觉反馈综合分类器生成器和方法,用于使用用户界面交互式生成最佳集合分类器。 实时视觉反馈综合分类器发生器和方法的实施例在交互式生成过程中使用权重调整操作和分割操作。 此外,发生器和方法包括向用户提供实时视觉反馈的用户界面,使得用户可以看到权重调整和分割操作如何影响整体分类器的整体精度。 使用用户界面上的用户界面和交互式控件,用户可以迭代地使用权重调整操作和分区操作中的一个或两者来生成优化的整体分类器。
    • 8. 发明授权
    • Supporting user multi-tasking with clipping lists
    • 支持用户多任务剪裁列表
    • US08108785B2
    • 2012-01-31
    • US11328005
    • 2006-01-09
    • Tara L MatthewsGeorge G RobertsonMary P CzerwinskiDesney S Tan
    • Tara L MatthewsGeorge G RobertsonMary P CzerwinskiDesney S Tan
    • G06F3/048
    • G06F3/0481
    • A method for managing windows in a display is disclosed. The method comprises forming clippings for windows located in a focal region of a display; displaying the clippings in a peripheral region of the display; hiding the windows in the focal region of the display; indicating the states of the clippings; and in response to a user action, displaying the windows and hiding the clippings. A clipping comprises an image of a region of a window and an icon. A clipping is formed when a window is dragged from the focal region into the peripheral region or when the minimize button of a window is clicked. A clipping list is formed when a clipping is moved near another clipping. A clipping moved near a clipping list is inserted into the clipping list. Indicating the change state of a clipping comprises detecting that the contents of the clipping are changing; providing a visual cue for the clipping; changing the appearance of the visual cue in response to detecting that the contents of the clipping are no longer changing; and removing the visual cue in response to a user action. The change state of a clipping in a clipping list is propagated to the clipping list.
    • 公开了一种用于管理显示器中的窗口的方法。 该方法包括形成位于显示器的焦点​​区域中的窗口的剪切; 在显示器的外围区域中显示剪辑; 将窗户隐藏在显示屏的焦点区域; 指示剪报的状态; 并响应于用户动作,显示窗口并隐藏剪辑。 剪辑包括窗口区域和图标的图像。 当窗口从焦点区域拖动到外围区域时或当窗口的最小化按钮被点击时,形成剪辑。 当剪辑移动到另一个剪辑附近时,形成剪辑列表。 在剪辑列表附近移动的剪辑被插入到剪辑列表中。 指示剪辑的改变状态包括检测剪辑的内容正在改变; 提供剪辑的视觉提示; 响应于检测到剪辑的内容不再改变而改变视觉提示的外观; 以及响应于用户动作去除视觉提示。 剪辑列表中剪辑的改变状态被传播到剪辑列表。