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    • 3. 发明授权
    • Abandoned object recognition using pedestrian detection
    • 放弃对象识别使用行人检测
    • US08675917B2
    • 2014-03-18
    • US13285354
    • 2011-10-31
    • Lisa M. BrownRogerio S. FerisFrederik C. KjeldsenKristina Scherbaum
    • Lisa M. BrownRogerio S. FerisFrederik C. KjeldsenKristina Scherbaum
    • G06K9/00H04N5/225
    • G06K9/00369G06K9/626G06K9/6857
    • Methods and apparatus are provided for improved abandoned object recognition using pedestrian detection. An abandoned object is detected in one or more images by determining if one or more detected objects in a foreground of the images comprises a potential abandoned object; applying a trained pedestrian detector to the potential abandoned object to determine if the potential abandoned object comprises at least a portion of a pedestrian; and classifying the potential abandoned object as an abandoned object based on whether the potential abandoned object is not at least a portion of a pedestrian. The trained pedestrian detector is trained using positive training samples comprised of at least portions of human bodies in one or more poses and/or negative training samples comprised of at least portions of abandoned objects.
    • 提供了使用行人检测改进废弃物识别的方法和装置。 通过确定图像的前景中的一个或多个检测到的对象是否包括潜在废弃对象,在一个或多个图像中检测到废弃物体; 将经过训练的行人检测器应用于潜在废弃物体以确定潜在废弃物体是否包括行人的至少一部分; 并且基于潜在废弃物体是否不是行人的至少一部分,将潜在废弃物体分类为废弃物体。 训练有素的行人检测器使用由至少部分被遗弃物体组成的一个或多个姿势和/或负训练样本中的人体的至少部分组成的训练有素的训练样本进行训练。
    • 4. 发明申请
    • Abandoned Object Recognition Using Pedestrian Detection
    • 放弃对象识别使用行人检测
    • US20130108102A1
    • 2013-05-02
    • US13285354
    • 2011-10-31
    • Lisa M. BrownRogerio S. FerisFrederik C. KjeldsenKristina Scherbaum
    • Lisa M. BrownRogerio S. FerisFrederik C. KjeldsenKristina Scherbaum
    • G06K9/62
    • G06K9/00369G06K9/626G06K9/6857
    • Methods and apparatus are provided for improved abandoned object recognition using pedestrian detection. An abandoned object is detected in one or more images by determining if one or more detected objects in a foreground of the images comprises a potential abandoned object; applying a trained pedestrian detector to the potential abandoned object to determine if the potential abandoned object comprises at least a portion of a pedestrian; and classifying the potential abandoned object as an abandoned object based on whether the potential abandoned object is not at least a portion of a pedestrian. The trained pedestrian detector is trained using positive training samples comprised of at least portions of human bodies in one or more poses and/or negative training samples comprised of at least portions of abandoned objects.
    • 提供了使用行人检测改进废弃物识别的方法和装置。 通过确定图像的前景中的一个或多个检测到的对象是否包括潜在废弃对象,在一个或多个图像中检测到废弃物体; 将经过训练的行人检测器应用于潜在废弃物体以确定潜在废弃物体是否包括行人的至少一部分; 并且基于潜在废弃物体是否不是行人的至少一部分,将潜在废弃物体分类为废弃物体。 训练有素的行人检测器使用由至少部分被遗弃物体组成的一个或多个姿势和/或负训练样本中的人体的至少部分组成的训练有素的训练样本进行训练。
    • 6. 发明授权
    • Computer system providing hands free user input via optical means for navigation or zooming
    • 计算机系统通过用于导航或缩放的光学装置提供免提用户输入
    • US06864912B1
    • 2005-03-08
    • US09464841
    • 1999-12-16
    • Robert B. MahaffeyLawrence F. WeissRichard S. SchwerdtfegerFrederik C. Kjeldsen
    • Robert B. MahaffeyLawrence F. WeissRichard S. SchwerdtfegerFrederik C. Kjeldsen
    • G06T5/20H04N7/18
    • G06F3/012
    • A system and method are described for selectively providing display data to a display device dependent upon an optically detected proximity of a user's face to a camera. One embodiment of a computer system includes the camera, the display device, and a processing system. The camera produces image signals representing a first image and a second image of the user's face, wherein the first image precedes the second image in time. The processing system receives the image signals and analyzes the first and second images to determine the proximity of the user's face to the camera. More specifically, the processing system compares the first and second images to determine the proximity of the user's face to the camera in the second image relative to the proximity of the user's face in the first image. The processing system provides the display data to the display device dependent upon the proximity of the user's face to the camera. In order to determine the proximity of the user's face to the camera, the processing system may compare: (i) a size of the user's face in the first and second images, and/or (ii) a distance between selected facial features of the user in the first and second images. The processing system may provide more of the display data to the display device when the user's face is closer to the camera, and may provide less of the display data to the display device when the user's face is farther from the camera.
    • 描述了一种系统和方法,用于根据光学检测到的用户面部与相机的接近度来选择性地向显示设备提供显示数据。 计算机系统的一个实施例包括相机,显示装置和处理系统。 相机产生表示用户脸部的第一图像和第二图像的图像信号,其中第一图像在时间上在第二图像之前。 处理系统接收图像信号并分析第一和第二图像以确定用户脸部与相机的接近度。 更具体地,处理系统比较第一和第二图像,以相对于第一图像中的用户面部的接近度来确定第二图像中的用户面部与相机的接近度。 处理系统根据用户面部与相机的接近度,将显示数据提供给显示装置。 为了确定用户面部与相机的接近度,处理系统可以比较:(i)第一和第二图像中的用户面部的尺寸,和/或(ii)所选择的面部特征之间的距离 用户在第一和第二图像中。 当用户的脸部更接近照相机时,处理系统可以向显示设备提供更多的显示数据,并且当用户的脸部远离相机时可以向显示设备提供较少的显示数据。