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53 条记录 (耗时 0.026 秒)

    Object detection on local devices using remotely generated machine learning models
    41.
    发明授权
    Object detection on local devices using remotely generated machine learning models 有权

    公开(公告)号：US10657418B2

    公开(公告)日：2020-05-19

    申请号：US15854803

    申请日：2017-12-27

    申请人： International Business Machines Corporation

    发明人： Mattias Marder

    IPC分类号： G06K9/00 ,  G06N20/00 ,  G06K9/62 ,  G06K9/78 ,  G06K9/18

    摘要： Embodiments of the present invention may provide automated techniques for quickly and easily installing a different model for image recognition on each of numerous devices without doing manual configuration of each and every device. For example, in an embodiment, a computer-implemented method for configuring devices may comprise capturing data at a device, transmitting the captured data to a remote system, receiving configuration data for the device, wherein the configuration data has been generated by processing the captured data at the remote system using a plurality of different machine learning techniques and generating the configuration data based on at least one of the plurality of different machine learning techniques, and configuring the device using the received configuration data.

    OBJECT INSTANCE AMBIGUITY RESOLUTION
    42.
    发明申请
    OBJECT INSTANCE AMBIGUITY RESOLUTION 审中-公开

    公开(公告)号：US20200042824A1

    公开(公告)日：2020-02-06

    申请号：US16051689

    申请日：2018-08-01

    申请人： International Business Machines Corporation

    发明人： Mattias Marder ,  Yochay Tzur

    IPC分类号： G06K9/62 ,  G06F17/30 ,  G06K9/00 ,  G06T17/00 ,  G06T7/70

    摘要： A system and method for resolving an ambiguity between similar objects in an image is disclosed. A three dimensional representation of a room is generated, and objects in the room are identified from an image of the room are identified. A determination is made that at least two objects are visually similar, and a position of the two objects is ambiguous. At least one question based on the determined ambiguity is programmatically generated based on information known about the room, and is phrased such that the ambiguity can be resolved by an answer to the question. Based on the answer received one of the objects is selected. At least one property of the selected object is modified based upon the selection of one of the at least two objects.

    Systems and methods for identifying a target object in an image
    44.
    发明授权
    Systems and methods for identifying a target object in an image 有权

    公开(公告)号：US10229347B2

    公开(公告)日：2019-03-12

    申请号：US15594611

    申请日：2017-05-14

    申请人： International Business Machines Corporation

    发明人： Sivan Harary ,  Leonid Karlinsky ,  Mattias Marder ,  Joseph Shtok ,  Asaf Tzadok

    IPC分类号： G06K9/62 ,  G06K9/46 ,  G06N5/04 ,  G06N99/00 ,  G06F17/30

    摘要： There is provided a method of identifying objects in an image, comprising: extracting query descriptors from the image, comparing each query descriptor with training descriptors for identifying matching training descriptors, each training descriptor is associated with a reference object identifier and with relative location data (distance and direction from a center point of a reference object indicated by the reference object identifier), computing object-regions of the digital image by clustering the query descriptors having common center points defined by the matching training descriptors, each object-region approximately bounding one target object and associated with a center point and a scale relative to a reference object size, wherein the object-regions are computed independently of the identifier of the reference object associated with the object-regions, wherein members of each cluster point toward a common center point, and classifying the target object of each object-region according to the reference object identifier of the cluster.

    Active and efficient monitoring of a graphical user interface
    46.
    发明授权
    Active and efficient monitoring of a graphical user interface 有权

    公开(公告)号：US09600298B2

    公开(公告)日：2017-03-21

    申请号：US13872166

    申请日：2013-04-29

    申请人： International Business Machines Corporation

    发明人： Amir Geva ,  Sivan Harary ,  Mattias Marder

    IPC分类号： G06F9/44 ,  G06F3/0481

    CPC分类号： G06F9/451 ,  G06F3/0481

    摘要： Machines, systems and methods for recognizing visual change in a graphical user interface (GUI) environment, the method comprising determining position of an active GUI object in the GUI environment based on known attributes of the active GUI object; monitoring a focus area in the active GUI object to detect visual changes in attributes of the focus area, without regard to any visual changes outside the focus area; determining whether the active GUI object has moved or has been resized, in response to determining a visual change in the attributes of the focus area; and determining position of a new active GUI object in the GUI environment, in response to determining that the active GUI object has not been moved or has not been resized.

    Instantaneous preview of data associated with a video
    49.
    发明授权
    Instantaneous preview of data associated with a video 有权
    与视频相关联的数据的即时预览

    公开(公告)号：US09373360B2

    公开(公告)日：2016-06-21

    申请号：US14321835

    申请日：2014-07-02

    申请人： International Business Machines Corporation

    发明人： Fora Gilboa-Solomon ,  Dror Porat ,  Mattias Marder

    IPC分类号： H04N9/80 ,  G11B27/34 ,  G11B27/00 ,  G11B27/19

    CPC分类号： G11B27/34 ,  G11B27/005 ,  G11B27/19

    摘要： A method comprising using at least one hardware processor for receiving a video and metadata associated with the video, indicating, in a video player, a current time in the video, receiving an indication of a different time in the video and responsive to said receiving of the indication, displaying a datum of the metadata, wherein the datum is correlated with the different time in the video.

    摘要翻译： 一种方法，包括使用至少一个硬件处理器来接收与视频相关联的视频和元数据，在视频播放器中指示视频中的当前时间，接收视频中不同时间的指示，并且响应于所述接收 该指示显示元数据的数据，其中数据与视频中的不同时间相关。

    Image segmentation
    50.
    发明授权
    Image segmentation 有权
    图像分割

    公开(公告)号：US09300828B1

    公开(公告)日：2016-03-29

    申请号：US14929433

    申请日：2015-11-02

    申请人： International Business Machines Corporation

    发明人： Sivan Harary ,  Noel S. Kropf ,  Mattias Marder ,  Charles F. Wiecha

    IPC分类号： H04N1/00 ,  G06T7/00

    CPC分类号： H04N1/00753 ,  G06K9/00442 ,  G06K9/38 ,  G06K9/4638 ,  G06T7/13 ,  G06T7/162 ,  G06T7/194 ,  G06T2207/10008 ,  G06T2207/20064 ,  G06T2207/20072 ,  G06T2207/20081 ,  G06T2207/30176 ,  H04N1/00737 ,  H04N2201/0003

    摘要： A method comprising using at least one hardware processor for: applying an edge detection algorithm to an image of a document to receive a map of edges from which multiple optional contours of the document in the image are identified; splitting the multiple optional contours into line segments; sorting the line segments into equivalence classes of collinearity representing distinct line segments of the line segments, wherein each one of the classes of collinearity represents a distinct line segment of the distinct line segments; deriving a connectivity graph based on the equivalence classes of collinearity; identifying four vertex polygons in said connectivity graph; evaluating each one of the identified four vertex polygons according to one or more segmentation criterions; and segmenting the document in the image according to the most highly evaluated four vertex polygon of the four vertex polygons.

    摘要翻译： 一种方法，包括使用至少一个硬件处理器：将边缘检测算法应用于文档的图像以接收边缘的图，从该图像的图像中的文档的多个可选轮廓被识别; 将多个可选轮廓分割成线段; 将线段排列成表示线段的不同线段的共线性的等价类别，其中共线性类别中的每一个代表不同线段的不同线段; 基于共线性的等价类推导连通图; 识别所述连通性图中的四个顶点多边形; 根据一个或多个分割标准评估所识别的四个顶点多边形中的每一个; 并根据四个顶点多边形最高度评估的四个顶点多边形来分割图像中的文档。