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    • 31. 发明授权
    • Image processing apparatus, image processing method, and computer-readable recording medium
    • 图像处理装置,图像处理方法和计算机可读记录介质
    • US08620042B2
    • 2013-12-31
    • US13215599
    • 2011-08-23
    • Makoto KitamuraYamato KandaTakehiro MatsudaTakashi KonoMasashi Hirota
    • Makoto KitamuraYamato KandaTakehiro MatsudaTakashi KonoMasashi Hirota
    • G06K9/00
    • G06T7/0012G06T7/149
    • An apparatus includes a calculating unit that calculates gradient strength of respective pixel values based on an intraluminal image, an extracting unit that extracts a closed region from the image, and a detecting unit that detects an abnormal portion of the closed region. The closed region satisfies conditions that the pixel of which gradient strength is a predetermined value or more is not included in the closed region and a boundary of the closed region does not bend with predetermined curvature or higher toward an inner side of the closed region. The extracting unit includes a setting unit that sets an initial closed region based on the gradient strength, an energy calculating unit that calculates values of types of energies based on an outer shape of the closed region and the gradient strength, and an energy weighted-sum calculating unit that calculates a weighted sum of the types of energy.
    • 一种装置包括:计算单元,其基于管腔内图像计算各个像素值的梯度强度;提取单元,其从所述图像提取闭合区域;以及检测单元,其检测所述闭合区域的异常部分。 闭合区域满足在闭合区域中不包括梯度强度为预定值以上的像素的条件,并且闭合区域的边界不会朝着封闭区域的内侧以预定曲率或更高弯曲。 提取单元包括基于梯度强度设置初始闭合区域的设置单元,基于封闭区域的外形和梯度强度来计算能量类型的值的能量计算单元,以及能量加权和 计算单元,其计算能量类型的加权和。
    • 32. 发明授权
    • Image processing apparatus and image processing method
    • 图像处理装置和图像处理方法
    • US08135192B2
    • 2012-03-13
    • US12417035
    • 2009-04-02
    • Hiroshi MatsuzakiYamato Kanda
    • Hiroshi MatsuzakiYamato Kanda
    • G06K9/00
    • G06T7/254G06T2207/10016G06T2207/10068G06T2207/30028H04N19/142
    • An image processing apparatus for extracting images from a continuous image sequence includes a storage unit that stores image information about images constituting the image sequence; an image reading unit that reads the image information from the storage unit; and an image change amount calculating unit that calculates a predetermined image change amount between at least two images using the image information read by the image reading unit. The apparatus also includes an image change amount information adding unit that adds information about the image change amount calculated by the image change amount calculating unit to a corresponding image; and an image extracting unit that extracts a preset number of images from the image sequence based on the information added to each image by the image change amount information adding unit.
    • 一种用于从连续图像序列中提取图像的图像处理装置包括存储关于构成图像序列的图像的图像信息的存储单元; 图像读取单元,从存储单元读取图像信息; 以及图像改变量计算单元,其使用由图像读取单元读取的图像信息来计算至少两个图像之间的预定图像改变量。 该装置还包括图像改变量信息添加单元,其将关于由图像改变量计算单元计算的图像改变量的信息添加到相应的图像; 以及图像提取单元,其基于由图像改变量信息添加单元添加到每个图像的信息,从图像序列中提取预设数量的图像。
    • 34. 发明授权
    • Learning-type classifying apparatus and learning-type classifying method
    • 学习式分类设备和学习型分类方法
    • US07773801B2
    • 2010-08-10
    • US11520555
    • 2006-09-13
    • Yamato Kanda
    • Yamato Kanda
    • G06K9/62
    • G06K9/6253G01N21/9501G01N21/956G01N2021/8854G06F17/30256G06T7/0004G06T2207/30148
    • A learning-type classifying apparatus comprises defective region extracting unit for extracting defective regions of classification targets from an image in which the plurality of regions of the classification targets are present, characteristic value calculating unit for calculating characteristic values for the extracted regions of the classification targets, classifying unit for classifying the extracted regions of the classification targets into predetermined classes on the basis of the calculated characteristic values, region integrating unit for integrating the regions which belong to the same class as a result of the classification, display unit for displaying images of the integrated regions and the classification results, input unit for correcting errors in the classification results, and teacher data creating unit for creating teacher data for each of the regions so that the classification results of the integrated regions are reflected in each region included in the integrated regions.
    • 学习型分类装置包括:缺陷区域提取单元,用于从存在分类目标的多个区域的图像中提取分类目标的缺陷区域;特征值计算单元,用于计算分类目标的提取区域的特征值 分类单元,用于基于计算出的特征值将分类目标的提取区域分类为预定类别;区域积分单元,用于对作为分类结果的属于同一类别的区域进行积分;显示单元,用于显示图像的图像; 集成区域和分类结果,用于校正分类结果中的错误的输入单元,以及用于为每个区域创建教师数据的教师数据创建单元,使得积分区域的分类结果反映在包括在积分器中的每个区域中 ed区域。