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    • 52. 发明公开
    • Image pattern recognition system and method
    • Bildmustererkennungssystem und -verfahren
    • EP2746991A1
    • 2014-06-25
    • EP12199174.9
    • 2012-12-21
    • Nederlandse Organisatie voor Toegepast -Natuurwetenschappelijk Onderzoek TNO
    • Burghouts, Gerardus Johannes
    • G06K9/62
    • G06K9/6256G06K9/00711G06K9/4642G06K9/6255
    • An image pattern recognition method detects a pattern in a sequence of video images or individual images from detected interest points. Feature vectors are extracted with video data from video regions around the interest points. A forest of decision trees is used to compute a set of bin values in histograms with bins corresponding to leaf nodes of the decision trees. Each bin value is a sum of contributions computed for individual interest points. Non-binary decision functions are used to compute the contributions and node dependent scale values are used to compute the arguments of the non-binary decision functions. The node dependent scale values may be computed from standard deviations of feature values found for the nodes, multiplied by a factor that is common to the nodes. This factor may be adjusted by feedback so that it can be set differently for different detection classes.
    • 图像模式识别方法从检测到的兴趣点检测视频图像或单个图像序列中的图案。 利用来自视点周围的兴趣点的视频数据提取特征向量。 决策树的森林被用来计算一个直方图中的一组bin值,这些bin对应于决策树的叶节点。 每个仓值是针对个人兴趣点计算的贡献总和。 非二进制决策函数用于计算贡献,节点依赖比例值用于计算非二进制决策函数的参数。 可以从针对节点的特征值的标准偏差乘以与节点相同的因子来计算节点依赖比例值。 这个因素可以通过反馈进行调整,以便可以针对不同的检测类别进行不同的设置。
    • 53. 发明公开
    • FEATURE EXTRACTION DEVICE, FEATURE EXTRACTION PROGRAM, AND IMAGE PROCESSING DEVICE
    • MERKMALSEXTRAKTIONSVORRICHTUNG,MERKMALSEXTRAKTIONSPROGRAMM UND BILDVERARBEITUNGSVORRICHTUNG
    • EP2743888A1
    • 2014-06-18
    • EP12821503.5
    • 2012-07-31
    • Panasonic Corporation
    • CAO, YunyunNISHIMURA, HirofumiPRANATA, SugiriNIU, Zhi Heng
    • G06T7/00
    • H04N5/232G06K9/4642G06K2009/4666H04N21/4728H04N2201/33371
    • Provided is a feature extraction device including a sub region setting unit (433) which sets a plurality of sub regions with respect to a pixel of interest, and a binary pattern generation unit (434) which generates a local binary pattern indicating pixel value comparison results relative to each sub region with respect to each pixel of interest. The sub region setting unit (433) sets (436) a region constituted by a plurality of pixels including a pixel separated from the pixel of interest as a sub region, and the binary pattern generation unit (434) calculates (437) a representative value for each sub region and generates (439) a local binary pattern indicating whether or not the difference (438) between the representative value and the value of the pixel of interest is equal to or larger than a predetermined threshold value.
    • 提供了一种特征提取装置,其包括相对于感兴趣像素设置多个子区域的子区域设置单元(433)和产生指示像素值比较结果的局部二进制模式的二进制模式生成单元(434) 相对于感兴趣的每个像素的每个子区域。 子区域设定单元(433)将由包含从感兴趣像素分离的像素的多个像素构成的区域设为(436)作为子区域,二值图案生成单元(434)计算(437)代表值 并且生成(439)表示代表值和感兴趣像素的值之间的差值(438)是否等于或大于预定阈值的局部二进制模式。
    • 58. 发明公开
    • Image processing device identifying region in image as one of uniform region and nonuniform region
    • 用于在图像上识别的区域作为均匀区域,或不规则的部分的图像处理装置
    • EP2551823A1
    • 2013-01-30
    • EP12178346.8
    • 2012-07-27
    • Brother Kogyo Kabushiki Kaisha
    • Kondo, MasakiOzawa, Ryohei
    • G06T7/00G06K9/00G06K9/46G06K9/38
    • G06K9/00463G06K9/38G06K9/4642G06K2209/01
    • An image processing device includes a processor, and a memory storing computer-readable instructions therein. The computer-readable instructions, when executed by the processor, causes the image processing device to perform: generating edge image data by using the original image data; calculating characteristic values for a plurality of determination regions; and identifying a determination region as a nonuniform region when the characteristic value of the determination region satisfies a prescribed criterion, and the determination region as a uniform region when the characteristic value of the determination region does not satisfy the prescribed criterion. Each of the plurality of determination regions corresponds to one of the characteristic values, represents a part of the edge image, and includes a plurality of pixels, the plurality of determination regions being different from one another, each of the characteristic values characterizing the edge strength of the corresponding determination region.
    • 一种图像处理设备包括处理器和存储器在其中存储的计算机可读指令。 所述计算机可读指令,当由处理器执行时,使图像处理装置执行:通过使用原始图像数据来生成边缘图像数据; 为判定区域的在多个计算的特征值; 识别和作为非均匀区域。当确定区域SATIS的特征值FIES规定的标准,并且为均匀区域时判定区域的特征值不满足规定标准的判定区域的判定区域。 各判定区域的所述多个对应于所述特征值中的一个,darstellt边缘图像的一部分,和包括像素复数,判定区域的是彼此不同,各自的特性值的表征边缘强度的多元 对应确定区域。