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    • 75. 发明授权
    • Fast edge-preserving smoothing of images
    • 快速边缘保持平滑的图像
    • US08189944B1
    • 2012-05-29
    • US12243726
    • 2008-10-01
    • Suk Hwan Lim
    • Suk Hwan Lim
    • G06K9/40
    • G06K9/40G06T5/002G06T5/20G06T2207/20028
    • In accordance with a method of filtering an image of image forming elements, a respective weighted average value is determined for each of selected ones of the image forming elements. The respective weighted average value is composed of equally weighted contributions of values that are associated with neighboring ones of the image forming elements in a neighborhood of the selected image forming element and are within a threshold photometric distance of the selected image forming element. The respective weighted average value is free of contributions from any of the image forming elements outside the neighborhood and is free of contributions from any of the image forming elements beyond the threshold photometric distance of the selected image forming element. An output image is produced from the determined weighted average values.
    • 根据对图像形成元件的图像进行滤波的方法,针对图像形成元件中的每一个选择各自的加权平均值。 相应的加权平均值由与所选择的图像形成元件的附近的相邻图像形成元件相关联的值的等份加权贡献组成,并且在所选择的图像形成元件的阈值测光距离内。 相应的加权平均值没有来自邻域外的任何图像形成元件的贡献,并且没有来自任何图像形成元件的贡献超过所选图像形成元件的阈值光度距离。 从确定的加权平均值产生输出图像。
    • 77. 发明申请
    • APPARATUS AND METHODS FOR IMAGING SYSTEM CALIBRATION
    • 用于成像系统校准的装置和方法
    • US20110292219A1
    • 2011-12-01
    • US12787329
    • 2010-05-25
    • Nelson Liang An ChangSuk Hwan LimFeng Tang
    • Nelson Liang An ChangSuk Hwan LimFeng Tang
    • H04N17/02H04N17/00
    • G06T7/0018G06T7/80G06T2207/30208
    • A reference set of image features is determined from an electronic data file specifying a reference image in a reference coordinate space. Rendering information describing a physical rendering of the reference image is ascertained. Calibration-enabling data is derived from the reference set of the image features and the ascertained rendering information. The calibration-enabling data is provided to calibrate an imaging system. The calibration-enabling data may be stored. The imaging system may capture an image of the physical rendering of the reference image in relation to a capture coordinate space. An extracted set of image features may be extracted from the captured image. Respective ones of the image features in the reference and extracted sets may be matched. The imaging system may be calibrated based on matched ones of the image features and the rendering information.
    • 从指定参考坐标空间中的参考图像的电子数据文件确定参考图像特征集。 确定描述参考图像的物理渲染的渲染信息。 校准使能数据从图像特征的参考集和确定的渲染信息中导出。 提供校准使能数据以校准成像系统。 可以存储校准使能数据。 成像系统可以相对于捕获坐标空间捕获参考图像的物理渲染的图像。 可以从捕获的图像中提取一组提取的图像特征。 可以匹配参考和提取集中的图像特征中的各个图像特征。 成像系统可以基于匹配的图像特征和渲染信息进行校准。
    • 78. 发明申请
    • Image Analysis Method And System
    • 图像分析方法与系统
    • US20110142350A1
    • 2011-06-16
    • US13059925
    • 2008-09-03
    • Feng TangSuk Hwan Lim
    • Feng TangSuk Hwan Lim
    • G06K9/46
    • G06K9/4647G06T7/337G06T2207/10016
    • A method and system for analyzing an image made up of a plurality of pixels includes identifying a subset of the pixels, and for each identified pixel a local patch of pixels surrounding the identified pixel is defined and the pixels in the local patch are grouped into bins. The local patch is divided into a plurality of sub-patches, and for each sub-patch the method includes determining how many pixels in each sub-patch fall into each of the bins to create an intermediate vector, and the intermediate vectors are concatenated to form a feature vector and describe the local patch.
    • 用于分析由多个像素组成的图像的方法和系统包括识别像素的子集,并且对于每个识别的像素,定义周围识别的像素的局部像素块,并且将局部光斑中的像素分组成块 。 局部贴片被分成多个子贴片,并且对于每个子贴片,该方法包括确定每个子贴片中的每个子像素中有多少个像素落入每个存储器中以产生中间矢量,并且中间矢量被连接到 形成特征向量并描述本地补丁。