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    • 73. 发明授权
    • Parallel data processing system
    • 并行数据处理系统
    • US5627944A
    • 1997-05-06
    • US248642
    • 1994-05-25
    • Katsuhito FujimotoHideki YoshizawaTatsushi Otsuka
    • Katsuhito FujimotoHideki YoshizawaTatsushi Otsuka
    • G06F15/16G06F15/80G06N3/10G06F15/18
    • G06N3/10
    • A parallel data processing system uses a parallel learning method capable of having sufficient parallelness to shorten learning time and has plural data processing units, each connected to a data transfer unit and having a unit for holding execution parameters as are required for data processing, a unit for holding partial sample data which comprises at least part of the full sample data necessary for the required data processing, an adjustment value calculation unit which calculates, from partial sample data stored in the unit for holding partial sample data and from the execution parameters held in the execution parameter holding unit, adjustment amounts related to the execution parameters with regard to the partial sample data and, further, an accumulator which, when calculating the overall total of the execution parameter adjustment amounts with regard to the full sample data, accumulates the adjustment amounts related to the execution parameters with regard to the partial sample data at the data processing units and the adjustment amounts related to the execution parameters with regard to the partial sample data at other data processing units by the data transfer unit.
    • 并行数据处理系统使用能够具有足够的并行度以缩短学习时间的并行学习方法,并且具有多个数据处理单元,每个数据处理单元连接到数据传送单元并具有用于保持数据处理所需的执行参数的单元,单元 用于保持包括所需数据处理所需的全部样本数据的至少一部分的部分样本数据;调整值计算单元,从存储在用于保存部分样本数据的单元中的部分样本数据和从 执行参数保持单元,关于部分采样数据的与执行参数有关的调整量,以及累加器,当计算关于全样本数据的执行参数调整量的总计时,累加调整 与部分样本d相关的执行参数的数量 在数据处理单元处的ata以及与数据传送单元在其他数据处理单元处的部分采样数据相关的执行参数的调整量。
    • 75. 发明授权
    • Character recognition method, program and recording medium
    • 字符识别方法,程序和记录介质
    • US06947596B2
    • 2005-09-20
    • US09925319
    • 2001-08-10
    • Junji KashiokaKatsuhito Fujimoto
    • Junji KashiokaKatsuhito Fujimoto
    • G06K9/20G06K9/34G06K9/46G06K9/62G06T7/60G06K9/00
    • G06K9/346G06K2209/01
    • The present invention provides a character recognition method and recording medium for recognizing characters entered in a document or the like including preprint information. An object of the invention is to recognize characters in contact with or superposed on the preprint information without using any knowledge of the preprint information or a difference in gray level. An image in an area where the characters to be recognized are present is divided into line segments individually, wherein the image is obtained by reading the preprint information and the entry characters. A recognition image is created by changing a combination of the plurality of line segments divided. A recognition result with the reliability is memorized by making the character recognition for the created recognition image. And the recognition result having a greatest reliability is output by executing the character recognition for all the combinations while changing the combination of line segments successively.
    • 本发明提供一种字符识别方法和记录介质,用于识别输入到包括预打印信息的文档等中的字符。 本发明的一个目的是在不使用预印信息或灰度差的任何知识的情况下识别接触或叠加在预打印信息上的字符。 存在要识别的字符的区域中的图像被分割成线段,其中通过读取预印信息和输入字符获得图像。 通过改变分割的多个线段的组合来创建识别图像。 通过对创建的识别图像进行字符识别来记住具有可靠性的识别结果。 并且通过在连续地改变线段的组合的同时执行所有组合的字符识别来输出具有最大可靠性的识别结果。
    • 78. 发明授权
    • Device, method and storage medium for recognizing a document image
    • 用于识别文档图像的设备,方法和存储介质
    • US06347156B1
    • 2002-02-12
    • US09216712
    • 1998-12-21
    • Hiroshi KamadaKatsuhito Fujimoto
    • Hiroshi KamadaKatsuhito Fujimoto
    • G06K900
    • H04N1/40068G06K9/38G06K2209/01H04N1/40012
    • A color image input from a document image inputting unit is converted into a gray-scale image by a brightness image extracting unit. The gray-scale image is then converted into an image having a higher resolution according to the resolution of the original gray-scale image. When this conversion is performed, subpixels are generated between the original pixels, and the values of the subpixels are obtained with an interpolation method. Furthermore, a threshold value for a binarization process is generated by using an original pixel value and a subpixel value. The characters included in the binarized image are recognized by a binary image recognizing unit, and a recognition result is output from a recognition result outputting unit.
    • 从文件图像输入单元输入的彩色图像由亮度图像提取单元转换成灰度图像。 然后根据原始灰度图像的分辨率将灰度图像转换成具有更高分辨率的图像。 当执行该转换时,在原始像素之间产生子像素,并且通过插值方法获得子像素的值。 此外,通过使用原始像素值和子像素值来生成二值化处理的阈值。 由二进制图像识别单元识别二值化图像中包含的字符,并从识别结果输出单元输出识别结果。
    • 79. 发明授权
    • Document image recognition apparatus and computer-readable storage medium storing document image recognition program
    • 文件图像识别装置和存储文件图像识别程序的计算机可读存储介质
    • US06332046B1
    • 2001-12-18
    • US09193868
    • 1998-11-18
    • Katsuhito FujimotoHiroshi KamadaKoji Kurokawa
    • Katsuhito FujimotoHiroshi KamadaKoji Kurokawa
    • G06K936
    • G06K9/3283G06K9/00463G06K2209/01
    • A document image tilt detection unit extracts a set of elements forming a character from a document image, extracts candidates for horizontal and vertical lines based on the character elements, estimates the reliability of each candidate for a line, and extracts a set of probable lines. Then, it estimates the tilt of the document image based on the arrangement of the character elements belonging to the line elements in the set of probable lines. A layout analysis unit extracts a set of lines in a fixed line direction from a set of basic elements forming the document image, and reciprocally performs the extraction of a column based on the correlation between lines and the extraction of a line based on the restrictions of the column. By providing the document image tilt detection unit and the layout analysis unit, the tilt of the document image containing both vertical and horizontal character lines can be detected, and lines and columns can be extracted at a high speed with high precision.
    • 文档图像倾斜检测单元从文档图像中提取形成字符的一组元素,基于字符元素提取水平和垂直行的候选,估计每行候选人的可靠性,并提取一组可能的行。 然后,它基于属于可能线组中的线元素的字符元素的排列来估计文档图像的倾斜度。 布局分析单元从形成文档图像的基本元素的集合中提取固定线方向的一组线,并且基于线间的相关性和基于线的提取而相互进行列的提取 列。 通过提供文件图像倾斜检测单元和布局分析单元,可以检测包含垂直和水平字符行两者的文档图像的倾斜,并且可以高精度高速提取行和列。
    • 80. 发明授权
    • Floating-point arithmetic system having multiple-input addition and
subtraction means
    • 具有多输入加减法的浮点运算系统
    • US5359548A
    • 1994-10-25
    • US45766
    • 1993-04-14
    • Hideki YoshizawaKatsuhito FujimotoTatsushi Otsuka
    • Hideki YoshizawaKatsuhito FujimotoTatsushi Otsuka
    • G06F7/50G06F7/509G06F7/38
    • G06F7/509G06F7/485G06F7/49921G06F7/49936
    • A floating-point arithmetic system, which allows arithmetic operations, including at least addition and subtraction, to be performed for floating-point data. The system includes multiple-input addition and subtraction devices for executing adding and subtracting calculations of at least three floating-point data. Preferably, the multiple-input addition and subtraction devices includes a multiple-input device which enables at least three floating-point data to be input, a shift-amount determining device having a look up table which compares the respective exponents in parallel, selects the maximum exponent and determines the amount of shift in the respective mantissas; and a mantissa shifting devices, e.g., at least one multiplexer, which shifts the respective mantissas in accordance with the amount of shift and makes an adjustment of digit positions of the mantissas. The system also includes at least one multiple-input adder-subtractor which executes addition and subtraction for the mantissas output from the mantissa shifting device, and a normalization circuit which normalizes a result obtained by the multiple-input adder-subtractor.
    • 允许对浮点数据执行至少包括加法和减法的算术运算的浮点运算系统。 该系统包括用于执行至少三个浮点数据的加法和减法计算的多输入加法和减法装置。 优选地,多输入加法和减法装置包括能够输入至少三个浮点数据的多输入装置,具有并行比较各个指数的查找表的移位量确定装置选择 最大指数并确定各个尾数的偏移量; 以及尾数移位装置,例如至少一个多路复用器,其根据移位量移动相应的尾数,并且对尾数的数字位置进行调整。 该系统还包括至少一个多输入加法器 - 减法器,其执行从尾数移位装置输出的尾数的加法和减法,以及归一化由多输入加法器 - 减法器获得的结果的归一化电路。