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    • 2. 发明申请
    • Eye closure recognition system and method
    • 闭眼识别系统及方法
    • US20080101659A1
    • 2008-05-01
    • US11586364
    • 2006-10-25
    • Riad I. HammoudAndrew L. Wilhelm
    • Riad I. HammoudAndrew L. Wilhelm
    • G06K9/00
    • G06K9/00597G08B21/06
    • A system and method are provided for determining eye closure state of the eye of a subject. The system includes a video imaging camera oriented to generate images of an eye of a subject and a video processor for processing the images generated with the video imaging camera. The video processor is configured to detect an eye in the video images' and determine whether the images of the eye are noisy. The video processor processes geometrical and statistical shape of the eye in the images if the eye is not noisy, and processes changes in the size of the eye over time if the images are noisy. The processor further determines eye closure state based on a ratio of horizontal to vertical dimensions.
    • 提供了一种系统和方法,用于确定对象的眼睛的闭眼状态。 该系统包括面向用于生成被摄体的眼睛的图像的视频成像相机和用于处理由视频成像相机生成的图像的视频处理器。 视频处理器被配置为检测视频图像中的眼睛并且确定眼睛的图像是否嘈杂。 如果眼睛不嘈杂,则视频处理器处理图像中的眼睛的几何和统计形状,并且如果图像有噪声,则处理眼睛的尺寸随时间的变化。 处理器进一步基于水平与垂直尺寸的比例来确定眼睛闭合状态。
    • 3. 发明授权
    • Eye closure recognition system and method
    • 闭眼识别系统及方法
    • US08102417B2
    • 2012-01-24
    • US11586364
    • 2006-10-25
    • Riad I. HammoudAndrew L. Wilhelm
    • Riad I. HammoudAndrew L. Wilhelm
    • H04N5/253G06K9/00
    • G06K9/00597G08B21/06
    • A system and method are provided for determining eye closure state of the eye of a subject. The system includes a video imaging camera oriented to generate images of an eye of a subject and a video processor for processing the images generated with the video imaging camera. The video processor is configured to detect an eye in the video images and determine whether the images of the eye are noisy. The video processor processes geometrical and statistical shape of the eye in the images if the eye is not noisy, and processes changes in the size of the eye over time if the images are noisy. The processor further determines eye closure state based on a ratio of horizontal to vertical dimensions.
    • 提供了一种系统和方法,用于确定对象的眼睛的闭眼状态。 该系统包括面向用于生成被摄体的眼睛的图像的视频成像相机和用于处理由视频成像相机生成的图像的视频处理器。 视频处理器被配置为检测视频图像中的眼睛并且确定眼睛的图像是否是嘈杂的。 如果眼睛不嘈杂,则视频处理器处理图像中的眼睛的几何和统计形状,并且如果图像有噪声,则处理眼睛的尺寸随时间的变化。 处理器进一步基于水平与垂直尺寸的比例来确定眼睛闭合状态。
    • 4. 发明授权
    • System and method for detecting an eye
    • 用于检测眼睛的系统和方法
    • US07689008B2
    • 2010-03-30
    • US11150684
    • 2005-06-10
    • Riad I. HammoudAndrew L. Wilhelm
    • Riad I. HammoudAndrew L. Wilhelm
    • G06K9/00
    • G06K9/00604
    • A system and method are provided for detecting one or both eyes of the driver of a vehicle. The system includes a video imaging camera oriented to generate images of the driver's face. The system also includes a video processor for processing the images generated with the video imaging camera. Filters are applied to each of potential eye candidates to determine which candidates represent an eye, weighted values are assigned to the filtered eye candidates, and an eye is detected based on the weighting of each eye candidate. According to one aspect, different size patches of potential eye candidates are processed and compared to models.
    • 提供了用于检测车辆驾驶员的一只眼睛或两只眼睛的系统和方法。 该系统包括面向驾驶员脸部图像的摄像机。 该系统还包括用于处理由视频成像相机产生的图像的视频处理器。 将滤波器应用于每个潜在的候选眼睛以确定哪些候选者表示眼睛,将加权值分配给滤波的眼睛候选,并且基于每个眼睛候选者的加权来检测眼睛。 根据一个方面,处理潜在眼睛候选者的不同尺寸的斑块并与模型进行比较。