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    • 6. 发明授权
    • Image processor
    • 图像处理器
    • US07315650B2
    • 2008-01-01
    • US10940773
    • 2004-09-15
    • Hidetoshi KumiyaKatsutoshi Takizawa
    • Hidetoshi KumiyaKatsutoshi Takizawa
    • G06K9/46G06K9/66
    • G06K9/4647G06K9/522G06K9/6857
    • (1) Orthogonal transformation is applied to sample images based on the images of a normalized orthogonal system, and component groups are determined. A plurality of comparison target images are selected from an input image, and a partial normalized orthogonal system is created from the normalized orthogonal system by decreasing the dimensions. (2) Based on the partial normalized orthogonal system, orthogonal transformation is applied to the comparison target images, so as to determine the partial component group for each comparison target image. A comparison target image having high consistency with one of the sample images is extracted by comparison and collation between these partial component groups and the partial component groups which include each element of each partial normalized orthogonal system among component groups of each sample image. And a new comparison target image group is selected near the extracted image, and a new partial normalized orthogonal system is created by increasing the dimensions. Then (2) is repeated.
    • (1)基于归一化正交系统的图像,对样本图像进行正交变换,并确定分量组。 从输入图像中选择多个比较对象图像,并且通过减小尺寸从归一化正交系统创建部分归一化正交系统。 (2)基于部分归一化正交系统,将正交变换应用于比较对象图像,以便确定每个比较目标图像的部分分量组。 通过在每个样本图像的组件组中的这些部分组分组和包括每个部分归一化正交系统的每个元素的部分分量组之间进行比较和核对,提取与样本图像之一具有高一致性的比较对象图像。 并且在提取的图像附近选择新的比较对象图像组,并且通过增加尺寸来创建新的部分归一化正交系统。 然后重复(2)。
    • 7. 发明授权
    • Position detecting device and takeout apparatus with position detecting device
    • 位置检测装置和带位置检测装置的取出装置
    • US06898486B2
    • 2005-05-24
    • US10290535
    • 2002-11-08
    • Atsushi WatanabeKatsutoshi Takizawa
    • Atsushi WatanabeKatsutoshi Takizawa
    • G01B11/00B25J9/22B25J13/08B65G57/03B65G59/02G01B11/02G01B11/24G01B11/26G05B15/00G05B19/00G06T1/00G06T7/00G06T7/60
    • G06T7/74G05B2219/37555G05B2219/37563G05B2219/40006G05B2219/40564Y10T29/53061
    • A position detecting device and a takeout apparatus capable of obtaining information on height or stage number of an object in a stack of objects by a two-dimensional image capturing device for an operation of taking out the object by a robot. A CCD camera is arranged at a position above a place where workpieces stacked in multiple stages are provided. An image processing device determines a size of the image of the uppermost workpiece in a two-dimensional image captured by the camera. The height or stage number of the workpiece is determined from the size of the workpiece image using a stored relation table or arithmetic expression representing relationship between the height or stage number of the workpiece and the size of the workpiece. For a plurality of kinds of workpieces, the relation table/arithmetic expression is stored for each kind of workpiece and selectively used in accordance of a mark on the workpiece which indicate the kind of workpiece. The obtained positional information on height or stage number is sent to a robot controller so that a robot is operated to a takeout position which is corrected based on the positional information for taking out the workpiece from a stack of workpieces.
    • 一种位置检测装置和取出装置,其能够通过二维图像拍摄装置获得关于物体堆叠中的物体的高度或台数的信息,用于通过机器人取出物体的操作。 CCD摄像机设置在设置有多个工件的位置上方的位置。 图像处理装置确定由相机拍摄的二维图像中最上面的工件的图像的尺寸。 使用存储关系表的工件图像的尺寸或表示工件的高度或台数与工件尺寸之间的关系的算术表达式来确定工件的高度或台数。 对于多种工件,对于各种工件存储关系表/算术表达式,并根据工件上的标记选择性地使用,表示工件的种类。 获得的关于高度或台数的位置信息被发送到机器人控制器,使得机器人被操作到取出位置,其基于用于从工件的堆叠中取出工件的位置信息而被校正。
    • 8. 发明申请
    • Image processing apparatus
    • 图像处理装置
    • US20050002555A1
    • 2005-01-06
    • US10833003
    • 2004-04-28
    • Hidetoshi KumiyaKatsutoshi Takizawa
    • Hidetoshi KumiyaKatsutoshi Takizawa
    • G01B11/26B25J19/04G05D1/02G06T1/00G06T7/00G06K9/00G06K9/62
    • G06T7/75G06T2207/30164
    • The entire region of variation in the viewing range of the attitude of a workpiece is divided roughly, and images of the workpiece are captured from each direction. The images are stored together with imaging direction data as a first teaching model. Images captured by varying the imaging direction at a narrow pitch within a predetermined range of attitude variation in the workpiece are then stored together with imaging direction data as a second teaching model. An image of the workpiece is then captured and compared with the first teaching model, whereupon the first teaching model most closely resembling the captured image is selected. A camera is then moved in accordance with the selected teaching model to a target moving position to obtain an image to be used in a comparison with the second teaching model, whereupon an image of the workpiece is captured. The captured image is compared with the second teaching model, and the second teaching model most closely resembling the captured image is selected. The position and attitude of the workpiece are determined by the imaging direction and imaging position of the selected teaching model.
    • 工件的姿态的观察范围的变化的整个区域被粗略地划分,并且从每个方向捕获工件的图像。 图像作为第一教学模型与成像方向数据一起存储。 作为第二教学模型,与成像方向数据一起存储在工件的姿态变化的预定范围内以窄间距改变成像方向所拍摄的图像。 然后捕获工件的图像并将其与第一教学模型进行比较,由此选择与捕获的图像最相似的第一教学模型。 然后根据所选择的教学模型将照相机移动到目标移动位置,以获得要与第二教学模型进行比较的图像,从而捕获工件的图像。 将拍摄的图像与第二教学模型进行比较,并且选择与捕获的图像最相似的第二教学模型。 工件的位置和姿态由所选择的教学模型的成像方向和成像位置决定。
    • 10. 发明授权
    • Image processing apparatus
    • 图像处理装置
    • US07400760B2
    • 2008-07-15
    • US10845980
    • 2004-05-17
    • Katsutoshi TakizawaHidetoshi Kumiya
    • Katsutoshi TakizawaHidetoshi Kumiya
    • G06K9/00G06K9/62
    • G06T7/0004G06K9/6203G06T7/74
    • A first masking image of an input image is created by assuming that pixels in an area including the area of a target in all sample images are valid pixels while pixels in the remaining area are invalid pixels. The first masking image is used in a first comparison between the input image and each sample image to select an image that provides a best match as a provisionally selected sample image. In a second comparison, a second masking image corresponding to the provisionally selected sample image is used to select a final sample image. The second masking image is created from an individual sample image by assuming that pixels in an area including the area of the target are valid pixels while pixels in the remaining area invalid pixels.
    • 通过假设包括所有样本图像中的目标区域的区域中的像素是有效像素,而剩余区域中的像素是无效像素来创建输入图像的第一掩蔽图像。 第一掩蔽图像用于输入图像和每个样本图像之间的第一比较,以选择提供最佳匹配的图像作为临时选择的样本图像。 在第二比较中,使用与临时选择的样本图像相对应的第二掩蔽图像来选择最终样本图像。 通过假设包括目标区域的区域中的像素是有效像素,而剩余区域中的像素是无效像素,从单个采样图像创建第二掩蔽图像。