FULLY AUTOMATED SYSTEM AND METHOD FOR IMAGE SEGMENTATION AND QUALITY CONTROL OF PROTEIN MICROARRAYS
    6.
    发明申请
    FULLY AUTOMATED SYSTEM AND METHOD FOR IMAGE SEGMENTATION AND QUALITY CONTROL OF PROTEIN MICROARRAYS 审中-公开
    完全自动化的蛋白质微量化图像分割和质量控制方法

    公开(公告)号:US20140307931A1

    公开(公告)日:2014-10-16

    申请号:US14253230

    申请日:2014-04-15

    IPC分类号: G06T7/00

    摘要: A system for providing fully automated image segmentation and quality control of a protein array with no human interaction is presented. The system includes a memory and a processor configured by the memory. The processor is configured to receive an image file of the protein array, to geometrically distinguish a first block within the image, register a nominal location of the first block to the image by assigning a geometric code identifying the first block, draw a plurality of grid line on the array to delineate the first block from a second block, iteratively cluster a sub image for each feature in the delineated blocks to define a foreground area and a background area, identify pixels containing an artifact for each feature, and extract and return the signal intensity, variance, and quality of background and foreground pixels in each feature.

    摘要翻译: 提出了一种能够提供全自动图像分割和蛋白质阵列质量控制的系统,无需人为的相互作用。 该系统包括由存储器配置的存储器和处理器。 处理器被配置为接收蛋白质阵列的图像文件,以几何地区分图像内的第一块,通过分配识别第一块的几何代码将第一块的标称位置注册到图像,绘制多个栅格 在第二个数据块上划分第一个数据块,对所划分的数据块中的每一个特征迭代地聚集一个子图像,以定义一个前景区域和一个背景区域,识别包含每个特征的工件的像素,并提取并返回 每个特征中的背景和前景像素的信号强度,方差和质量。