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    • 4. 发明授权
    • Multi-windowing technique for thresholding an image using local image
properties
    • 使用局部图像属性对图像进行阈值化的多窗口技术
    • US5583659A
    • 1996-12-10
    • US338051
    • 1994-11-10
    • Yongchun LeeJoseph M. BasilePeter Rudak
    • Yongchun LeeJoseph M. BasilePeter Rudak
    • G06K9/40G06K9/38G06T5/00H04N1/403H04N1/405H04N1/40
    • G06K9/38G06T7/0081G06K2209/01G06T2207/10008G06T2207/30176
    • A technique, specifically apparatus and an accompanying method, for accurately thresholding an image based on local image properties, specifically luminance variations, and particularly such a technique that uses multi-windowing for providing enhanced immunity to image noise and lessened boundary artifacts. Specifically, a localized intensity gradient, G(i,j), is determined for a pre-defined window (300) centered about each image pixel (i, j ) . Localized minimum and maximum pixel intensity measures, L.sub.min and L.sub.max, respectively, are also determined for another, though larger, window (330) centered about pixel (i,j). Also, a localized area gradient measure, GS(i,j), is determined as a sum of individual intensity gradients for a matrix of pixel positions (370) centered about pixel position (i,j). Each image pixel (i,j) is then classified as being an object pixel, i.e., black, or a background pixel, i.e., white, based upon its area gradient, GS (i,j), and associated L.sub.min and L.sub.max measures.
    • 一种用于基于局部图像特性(特别是亮度变化)精确地阈值化图像的技术,特别是使用多窗口来提供对图像噪声的增强的抗扰性和减少的边界伪影的技术。 具体地,针对以每个图像像素(i,j)为中心的预定窗口(300)确定局部强度梯度G(i,j)。 对于以像素(i,j)为中心的另一个较大的窗口(330),也分别确定了局部最小和最大像素强度测量值Lmin和Lmax。 此外,局部区域梯度测量GS(i,j)被确定为以像素位置(i,j)为中心的像素位置(370)的矩阵的各个强度梯度的和。 然后根据其面积梯度GS(i,j)和相关联的Lmin和Lmax度量,将每个图像像素(i,j)分类为对象像素,即黑色或背景像素,即白色。
    • 5. 发明授权
    • Image processing system for reducing vertically disposed patterns on images produced by scanning
    • 用于减少由扫描产生的图像上的垂直布置图案的图像处理系统
    • US06317223B1
    • 2001-11-13
    • US09211600
    • 1998-12-14
    • Peter RudakYongchun LeeJames M. Stefanko
    • Peter RudakYongchun LeeJames M. Stefanko
    • G06T550
    • H04N1/4097
    • A digital image processing system applies an edge-based adaptive thresholding technique with different contrast parameters to convert an image into first and second binary images. In the digital processing system of the invention, the first and second binary images are compared and a map of the difference between the first and second binary images is generated. A vertical profile of this map is projected and local peaks in the vertical profile which correspond to a vertical pattern or artifact in the map is detected. Pixels in the first binary image are reversed based on the vertical pattern or artifact in the map. This system is effective in reducing vertical artifacts produced by scanners.
    • 数字图像处理系统将具有不同对比度参数的基于边缘的自适应阈值技术应用于将图像转换为第一和第二二进制图像。 在本发明的数字处理系统中,比较第一和第二二进制图像并生成第一和第二二进制图像之间的差异的映射。 投影该地图的垂直剖面,并检测对应于地图中的垂直图案或伪影的垂直剖面中的局部峰值。 基于地图中的垂直图案或伪像,第一个二进制图像中的像素被颠倒。 该系统有效减少扫描仪产生的垂直伪影。