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    • 1. 发明申请
    • USE OF Z-ORDER DATA IN AN IMAGE SENSOR
    • Z-ORDER数据在图像传感器中的使用
    • US20100316254A1
    • 2010-12-16
    • US12544837
    • 2009-08-20
    • Graham KirschAnthony Huggett
    • Graham KirschAnthony Huggett
    • G06K9/00
    • H04N5/23219G06K9/209G06K9/6202G06K9/6857
    • Systems and methods are provided for detecting objects of an object class, such as faces, in an image sensor. In some embodiments, the image sensor can include a detector with an image buffer. The image buffer can store image data in raster order. The detector can read the data out in Z order to perform object detection. The image data can then compute feature responses using the Z-ordered image data and determine whether any objects of the object class are present based on the feature responses. In some embodiments, the detector can downscale the image data while the object detection is performed and use the downscaled image data to continue the detection process. In some embodiments, the image data can perform detection even if the image is rotated.
    • 提供了用于检测图像传感器中的对象类别(例如面部)的对象的系统和方法。 在一些实施例中,图像传感器可以包括具有图像缓冲器的检测器。 图像缓冲器可以以光栅顺序存储图像数据。 检测器可以以Z级读出数据,进行物体检测。 然后,图像数据可以使用Z排序的图像数据来计算特征响应,并且基于特征响应来确定是否存在对象类的任何对象。 在一些实施例中,检测器可以在执行对象检测时对图像数据进行缩减,并且使用缩小的图像数据来继续检测处理。 在一些实施例中,即使图像被旋转,图像数据也可以执行检测。
    • 4. 发明申请
    • SELF CALIBRATING STEREO CAMERA
    • 自我校准立体相机
    • US20120274627A1
    • 2012-11-01
    • US13179866
    • 2011-07-11
    • Anthony HuggettGraham Kirsch
    • Anthony HuggettGraham Kirsch
    • G06T15/00
    • G06T7/85G06T2207/10012H04N13/246
    • A self calibrating stereo camera includes first and second spatial transform engines for directly receiving first and second images, respectively, of an object. The first and second spatial transform engines are coupled to a stereo display for displaying a fused object in stereo. A calibration module is coupled to the first and second spatial transform engines for aligning the first and second images, prior to display to a viewer. The first and second point extracting modules, respectively, receive the first and second images for extracting interest points from each image. A matching points module is coupled to the first and second point extracting modules for matching the interest points extracted by the first and second point extracting modules. The calibration module determines alignment error between the first and second images, in response to the interest point matches calculated by the matching points module.
    • 自校准立体相机包括分别直接接收对象的第一和第二图像的第一和第二空间变换引擎。 第一和第二空间变换引擎耦合到立体显示器,用于以立体声显示融合对象。 校准模块耦合到第一和第二空间变换引擎,用于在显示到观看者之前对准第一和第二图像。 第一和第二点提取模块分别接收用于从每个图像提取兴趣点的第一和第二图像。 匹配点模块耦合到第一和第二点提取模块,用于匹配由第一和第二点提取模块提取的兴趣点。 校准模块响应于由匹配点模块计算的兴趣点匹配,确定第一和第二图像之间的对准误差。
    • 5. 发明授权
    • Use of Z-order data in an image sensor
    • 在图像传感器中使用Z数据
    • US08306337B2
    • 2012-11-06
    • US12544837
    • 2009-08-20
    • Graham KirschAnthony Huggett
    • Graham KirschAnthony Huggett
    • G06K9/00
    • H04N5/23219G06K9/209G06K9/6202G06K9/6857
    • Systems and methods are provided for detecting objects of an object class, such as faces, in an image sensor. In some embodiments, the image sensor can include a detector with an image buffer. The image buffer can store image data in raster order. The detector can read the data out in Z order to perform object detection. The image data can then compute feature responses using the Z-ordered image data and determine whether any objects of the object class are present based on the feature responses. In some embodiments, the detector can downscale the image data while the object detection is performed and use the downscaled image data to continue the detection process. In some embodiments, the image data can perform detection even if the image is rotated.
    • 提供了用于检测图像传感器中的对象类别(例如面部)的对象的系统和方法。 在一些实施例中,图像传感器可以包括具有图像缓冲器的检测器。 图像缓冲器可以以光栅顺序存储图像数据。 检测器可以以Z级读出数据,进行物体检测。 然后,图像数据可以使用Z排序的图像数据来计算特征响应,并且基于特征响应来确定是否存在对象类的任何对象。 在一些实施例中,检测器可以在执行对象检测时对图像数据进行缩减,并且使用缩小的图像数据来继续检测处理。 在一些实施例中,即使图像被旋转,图像数据也可以执行检测。
    • 7. 发明申请
    • OBJECT DETECTION USING AN IN-SENSOR DETECTOR
    • 使用传感器检测器的对象检测
    • US20100315523A1
    • 2010-12-16
    • US12544842
    • 2009-08-20
    • Graham KirschAnthony Huggett
    • Graham KirschAnthony Huggett
    • H04N5/228G06K9/46
    • G06K9/00261G06K9/209G06T3/00H04N5/23219H04N5/77
    • Systems and methods are provided for detecting an object of object class, such as faces, in an image sensor. In some embodiments, the image sensor can provide a scan sequence that scans a scene over multiple time intervals. The image sensor can scan, in succession, portions of a scene, where each of the portions covers a different amount or location of the scene. This way, the scanned portions can be saved in an image buffer that is sized significantly smaller than an entire frame. In some embodiments, when the image sensor detects the presence of an object of the object class, the image sensor can store positional information (e.g., location and size of the object) in a region of interest buffer. The image sensor can output the positional information to aid an electronic device, such as a camera, perform various functions, such as automatic exposure and color balancing.
    • 系统和方法被提供用于在图像传感器中检测对象类的对象,例如面部。 在一些实施例中,图像传感器可以提供在多个时间间隔上扫描场景的扫描序列。 图像传感器可以连续地扫描场景的各部分,其中每个部分覆盖场景的不同量或位置。 这样,扫描的部分可以保存在尺寸明显小于整个帧的图像缓冲器中。 在一些实施例中,当图像传感器检测到对象类别的对象的存在时,图像传感器可以将位置信息(例如,对象的位置和大小)存储在感兴趣区域缓冲器中。 图像传感器可以输出位置信息以帮助诸如照相机的电子设备执行各种功能,例如自动曝光和色彩平衡。
    • 9. 发明授权
    • Object detection using an in-sensor detector
    • 使用传感器检测器进行物体检测
    • US08345125B2
    • 2013-01-01
    • US12544842
    • 2009-08-20
    • Graham KirschAnthony Huggett
    • Graham KirschAnthony Huggett
    • H04N5/262
    • G06K9/00261G06K9/209G06T3/00H04N5/23219H04N5/77
    • Systems and methods are provided for detecting an object of object class, such as faces, in an image sensor. In some embodiments, the image sensor can provide a scan sequence that scans a scene over multiple time intervals. The image sensor can scan, in succession, portions of a scene, where each of the portions covers a different amount or location of the scene. This way, the scanned portions can be saved in an image buffer that is sized significantly smaller than an entire frame. In some embodiments, when the image sensor detects the presence of an object of the object class, the image sensor can store positional information (e.g., location and size of the object) in a region of interest buffer. The image sensor can output the positional information to aid an electronic device, such as a camera, perform various functions, such as automatic exposure and color balancing.
    • 系统和方法被提供用于在图像传感器中检测对象类的对象,例如面部。 在一些实施例中,图像传感器可以提供在多个时间间隔上扫描场景的扫描序列。 图像传感器可以连续地扫描场景的各部分,其中每个部分覆盖场景的不同量或位置。 这样,扫描的部分可以保存在尺寸明显小于整个帧的图像缓冲器中。 在一些实施例中,当图像传感器检测到对象类别的对象的存在时,图像传感器可以将位置信息(例如,对象的位置和大小)存储在感兴趣区域缓冲器中。 图像传感器可以输出位置信息以帮助诸如照相机的电子设备执行各种功能,例如自动曝光和色彩平衡。