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    • 4. 发明申请
    • COMPONENT FUSION FOR FACE DETECTION
    • 用于面部检测的组件熔断器
    • WO2004102467A2
    • 2004-11-25
    • PCT/EP2004/050796
    • 2004-05-13
    • SIEMENS CORPORATE RESEARCH INC.COMANICIU, DorinRAMESH, VisvanathanSIMON, MarkusXIE, Binglong
    • COMANICIU, DorinRAMESH, VisvanathanSIMON, MarkusXIE, Binglong
    • G06K9/00
    • G06K9/00281
    • A system (100) and method for object detection are provided where the system includes a component detection unit (170) for detecting components in an image, a component fusion unit (180) in signal communication with the component detection unit for fusing the components into an object, and a CPU (102) in signal communication with the detection and fusion units for comparing the fused components with a statistical model; and the method includes receiving observation data for a plurality of training images, forming at least one statistical model from the plurality of training images, receiving an input image having a plurality of pixels, detecting a plurality of components in the input image, determining a fusion of the detected components, comparing the fusion with the statistical model, and detecting an object in accordance with the comparison.
    • 提供了一种用于物体检测的系统(100)和方法,其中系统包括用于检测图像中的分量的分量检测单元(170),与分量检测单元进行信号通信的分量融合单元(180) 与所述检测和融合单元进行信号通信的CPU(102),用于将所述融合分量与统计模型进行比较; 并且该方法包括接收多个训练图像的观测数据,从多个训练图像中形成至少一个统计模型,接收具有多个像素的输入图像,检测输入图像中的多个分量,确定融合 的检测组件,将融合与统计模型进行比较,并根据比较来检测对象。