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    • 5. 发明授权
    • Projection-based image registration
    • 基于投影的图像注册
    • US09042679B2
    • 2015-05-26
    • US13489778
    • 2012-06-06
    • Marco ZulianiKevin L. HunterJianping ZhouTodd SachsFrank Doepke
    • Marco ZulianiKevin L. HunterJianping ZhouTodd SachsFrank Doepke
    • G06K9/32G06T7/00H04N5/232
    • G06T7/0026G06T7/32G06T2207/20021G06T2207/20068H04N5/23254H04N5/23258
    • Systems, methods, and computer readable media to register images in real-time and that are capable of producing reliable registrations even when the number of high frequency image features is small. The disclosed techniques may also provide a quantitative measure of a registration's quality. The latter may be used to inform the user and/or to automatically determine when visual registration techniques may be less accurate than motion sensor-based approaches. When such a case is detected, an image capture device may be automatically switched from visual-based to sensor-based registration. Disclosed techniques quickly determine indicators of an image's overall composition (row and column projections) which may be used to determine the translation of a first image, relative to a second image. The translation so determined may be used to align/register the two images.
    • 系统,方法和计算机可读介质实时注册图像,即使当高频图像特征数量较少时也能够产生可靠的注册。 所公开的技术还可以提供对注册质量的定量测量。 后者可以用于通知用户和/或自动确定何时视觉注册技术可能比基于运动传感器的方法更不准确。 当检测到这种情况时,可以将图像捕获设备自动地从基于视觉切换到基于传感器的注册。 公开的技术快速地确定图像的整体组成(行和列投影)的指示符,其可以用于确定第一图像相对于第二图像的平移。 如此确定的翻译可用于对准/注册两个图像。
    • 10. 发明申请
    • Automatic flicker frequency detection device and method
    • 自动闪烁频率检测装置及方法
    • US20070109425A1
    • 2007-05-17
    • US11653161
    • 2007-01-13
    • Dwight PoplinMichael ZelmanAirell ClarkTodd Sachs
    • Dwight PoplinMichael ZelmanAirell ClarkTodd Sachs
    • H04N9/73
    • H04N5/2357H04N5/235
    • An image device, such as a digital camera, detects specific repeating patterns of signal variations by processing columnar information from the device's two-dimensional sensor array used to generate images. In one embodiment, the columnar information is derived from calculating row averages for two image frames, with each row average being a computed average of the multiple signal intensities generated from some or all of the sensors within a particular row. After the columnar information is determined for each of the two frames, a difference signal is generated as a sequence of the differences between the row averages for the first frame and the row averages for the second frame. This row averaging and frame differencing removes a large percentage of the signal energy that is not a result of the artifact of interest, such as the flicker generated by illumination having intensity fluctuations at 100 Hz or at 120 Hz. In some embodiments of the invention, the row averaging and/or the frame-to-frame comparison are deleted.
    • 诸如数码相机的图像设备通过处理来自用于生成图像的设备的二维传感器阵列的柱状信息来检测信号变化的特定重复图案。 在一个实施例中,从计算两个图像帧的行平均值导出柱状信息,其中每行平均值是从特定行内的某些或所有传感器产生的多个信号强度的计算平均值。 在为两帧中的每一帧确定柱状信息之后,产生差分信号作为第一帧的行平均值与第二帧的行平均值之间的差的序列。 该行平均和帧差异消除了不是感兴趣的伪像的结果的大部分信号能量,例如由在100Hz或120Hz处的强度波动的照明产生的闪烁。 在本发明的一些实施例中,行平均和/或帧到帧比较被删除。