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    • 1. 发明授权
    • Object extraction in colour compound documents
    • 彩色复合文件中的对象提取
    • US08351691B2
    • 2013-01-08
    • US12637446
    • 2009-12-14
    • Yu-Ling ChenPing LiuTrevor Lee McDonell
    • Yu-Ling ChenPing LiuTrevor Lee McDonell
    • G06K9/00
    • G06K9/00456G06K9/325G06K2209/01
    • A method of text extraction in color compound documents is described. The method connects similarly colored pixels of an image of a color compound document into connected components (CCs); classifies each CC as either text or non-text; refines the text CC classification for each text CC using global color context statistics; groups text CCs into text blocks; recovers misclassified non-text CCs into a nearby text block; and removes extraneous CCs from each text block using local color context statistics to thereby provide the extracted text in the text blocks. Also described is a method of locating graphics objects in a color compound document image.
    • 描述了彩色复合文件中文本提取的方法。 该方法将彩色复合文件的图像的相似颜色的像素连接到连接的分量(CC)中; 将每个CC分类为文本或非文本; 使用全球颜色上下文统计,为每个文本CC优化文本CC分类; 将文本CC组合成文本块; 将错误分类的非文本CC恢复到附近的文本块中; 并使用本地颜色上下文统计从每个文本块中移除无关CC,从而在文本块中提供所提取的文本。 还描述了在彩色复合文档图像中定位图形对象的方法。
    • 2. 发明申请
    • OBJECT EXTRACTION IN COLOUR COMPOUND DOCUMENTS
    • 彩色复合文件中的对象提取
    • US20100157340A1
    • 2010-06-24
    • US12637446
    • 2009-12-14
    • Yu-Ling ChenPing LiuTrevor Lee McDonell
    • Yu-Ling ChenPing LiuTrevor Lee McDonell
    • G06F15/00G06K9/00
    • G06K9/00456G06K9/325G06K2209/01
    • Disclosed is a computer implemented method of text extraction in colour compound documents. The method connects similarly coloured pixels of an image of a colour compound document into connected components (CCs); classifies each CC as either text or non-text; refines the text CC classification for each text CC using global colour context statistics; groups text CCs into text blocks; recovers misclassified non-text CCs into a nearby text block; and removes extraneous CCs from each text block using local colour context statistics to thereby provide the extracted text in the text blocks. Also disclosed is a computer implemented method of locating graphics objects in a colour compound document image. The method connects similarly coloured pixels of said image into connected components (CCs) and placing the CCs in an enclosure tree; classifies (330,730) each CC into one of a plurality of classes wherein at least one class (862) represents salient graphics components; identifies (1140) a graphics container (441) to perform semantic analysis for each CC of said class representing salient graphics components; profiles (1170) descendents of said graphics container in said tree to obtain semantic context statistics; and decides (1710) whether the graphics container contains a whole or part of a graphics object based on said semantic context statistics.
    • 公开了彩色复合文件中文本提取的计算机实现方法。 该方法将彩色复合文件的图像的相似颜色的像素连接到连接的分量(CC)中; 将每个CC分类为文本或非文本; 使用全球颜色上下文统计,为每个文本CC优化文本CC分类; 将文本CC组合成文本块; 将错误分类的非文本CC恢复到附近的文本块中; 并使用本地颜色上下文统计从每个文本块中移除无关CC,从而在文本块中提供所提取的文本。 还公开了一种在彩色复合文件图像中定位图形对象的计算机实现方法。 该方法将所述图像的类似颜色的像素连接到连接的组件(CC)中并将CC放置在外壳树中; 将每个CC分类(330,730)到多个类中的一个,其中至少一个类(862)表示突出的图形分量; 识别(1140)图形容器(441),以对表示突出图形组件的所述类的每个CC执行语义分析; (1170)所述图形容器的后代,以获得语义上下文统计; 并且基于所述语义上下文统计来决定(1710)图形容器是否包含图形对象的全部或一部分。
    • 3. 发明授权
    • Colour correcting foreground colours for visual quality improvement
    • 颜色校正前景色,提高视觉质量
    • US08644602B2
    • 2014-02-04
    • US12726665
    • 2010-03-18
    • Yu-Ling ChenTrevor Lee McDonell
    • Yu-Ling ChenTrevor Lee McDonell
    • G06K9/00
    • H04N1/58H04N1/62
    • A method (199) is disclosed for modifying colors of text extracted from an image of a document page to improve visual quality. The document image comprises text and image regions of various colors. The method divides (100) the document image into a plurality of connected components, the connected components comprising pixels of similar color that are closely spatially located, and selects from the image a plurality of the connected components that represent text. The plurality of text connected components are grouped to form a logical structure grouping of said page comprising one or more text blocks wherein each said text block represents a text line or paragraph. One or more logically consistent color sets are then formed (120, 699, 399, 499) for each text block based on the colors of the connected components in the text block. The logically consistent color sets represent all text of visually similar color of the corresponding text line or paragraph. The method then applies color enhancement (130) to the logically consistent color sets to enhance visual quality and correct image defects in the document image.
    • 公开了一种用于修改从文档页面的图像提取的文本的颜色以提高视觉质量的方法(199)。 文档图像包括各种颜色的文本和图像区域。 该方法将文档图像(100)划分为多个连接的组件,所连接的组件包括密切位置的相似颜色的像素,并且从图像中选择表示文本的多个连接的组件。 多个文本连接的组件被分组以形成包括一个或多个文本块的所述页面的逻辑结构分组,其中每个所述文本块表示文本行或段落。 然后基于文本块中连接的组件的颜色,为每个文本块形成一个或多个逻辑一致的颜色集(120,699,399,499)。 逻辑一致的颜色集表示相应文本行或段落的视觉相似颜色的所有文本。 然后,该方法将颜色增强(130)应用于逻辑一致的颜色集合,以增强视觉质量并校正文档图像中的图像缺陷。
    • 4. 发明申请
    • COLOUR CORRECTING FOREGROUND COLOURS FOR VISUAL QUALITY IMPROVEMENT
    • 颜色校正前视色彩,用于视觉质量改进
    • US20100246951A1
    • 2010-09-30
    • US12726665
    • 2010-03-18
    • Yu-Ling ChenTrevor Lee McDonell
    • Yu-Ling ChenTrevor Lee McDonell
    • G06K9/00
    • H04N1/58H04N1/62
    • A method (199) is disclosed for modifying colours of text extracted from an image of a document page to improve visual quality. The document image comprises text and image regions of various colours. The method divides (100) the document image into a plurality of connected components, the connected components comprising pixels of similar colour that are closely spatially located, and selects from the image a plurality of the connected components that represent text. The plurality of text connected components are grouped to form a logical structure grouping of said page comprising one or more text blocks wherein each said text block represents a text line or paragraph. One or more logically consistent colour sets are then formed (120, 699, 399, 499) for each text block based on the colours of the connected components in the text block. The logically consistent colour sets represent all text of visually similar colour of the corresponding text line or paragraph. The method then applies colour enhancement (130) to the logically consistent colour sets to enhance visual quality and correct image defects in the document image.
    • 公开了一种用于修改从文档页面的图像提取的文本的颜色以提高视觉质量的方法(199)。 文档图像包括各种颜色的文本和图像区域。 该方法将文档图像(100)划分为多个连接的组件,所连接的组件包括密切位置的相似颜色的像素,并且从图像中选择表示文本的多个连接的组件。 多个文本连接的组件被分组以形成包括一个或多个文本块的所述页面的逻辑结构分组,其中每个所述文本块表示文本行或段落。 然后基于文本块中连接的组件的颜色,为每个文本块形成一个或多个逻辑一致的颜色集(120,699,399,499)。 逻辑一致的颜色集表示相应文本行或段落的视觉相似颜色的所有文本。 然后,该方法将颜色增强(130)应用于逻辑一致的颜色集合,以增强视觉质量并校正文档图像中的图像缺陷。
    • 5. 发明授权
    • Colour document layout analysis with multi-level decomposition
    • 彩色文档布局分析与多层次分解
    • US08532374B2
    • 2013-09-10
    • US12327247
    • 2008-12-03
    • Yu-Ling ChenSteven Richard IrrgangEric Wai-Shing Chong
    • Yu-Ling ChenSteven Richard IrrgangEric Wai-Shing Chong
    • G06K9/00
    • G06K9/00463H04N1/40062
    • Disclosed is a method of classifying segmented contents of a scanned image of a document. The method comprise partitioning the scanned image into color segmented tiles at pixel level. The method then generates superpositioned segmented contents, each segmented content representing related color segments in at least one color segmented tile. Statistics are then calculated for each segmented content using pixel level statistics from each of the tile color segments included in segmented content, and then determines a classification for each segmented content based on the calculated statistics. The segmented content may be macroregions. The macroregions may form part of a multi-layered document representation of the document. Each of a plurality of tiles of predetermined size of the image are converted into a representation having a plurality of layers, the representation corresponding to at least one said tiles comprising multiple colored layers, each tile comprising a superposition of the corresponding colored layers. For each of the colored layers, merging is performed with adjacent ones of the tiles, thereby generating a multi-layered document representation.
    • 公开了对文档的扫描图像的分割内容进行分类的方法。 该方法包括在像素级别将扫描图像分割成颜色分割的瓦片。 然后,该方法生成叠加的分段内容,每个分段内容表示至少一个颜色分割图块中的相关颜色段。 然后使用来自分段内容中包括的每个瓦片颜色段的像素级统计信息,针对每个分段内容计算统计数据,然后基于所计算的统计量来确定每个分段内容的分类。 分段内容可能是宏观区域。 宏区域可以形成文档的多层文档表示的一部分。 图像的预定尺寸的多个瓦片中的每一个被转换成具有多个层的表示,所述表示对应于至少一个包括多个着色层的所述瓦片,每个瓦片包括相应着色层的叠加。 对于每个彩色层,对相邻的瓦片执行合并,从而生成多层文档表示。
    • 7. 发明申请
    • Finding text regions from coloured image independent of colours
    • 从彩色图像中寻找独立于颜色的文本区域
    • US20120155754A1
    • 2012-06-21
    • US13324762
    • 2011-12-13
    • Yu-Ling ChenKailash Nandish Ballu
    • Yu-Ling ChenKailash Nandish Ballu
    • G06K9/34
    • G06K9/4638G06K9/00456G06K2209/01
    • Methods (1200), apparatuses, and computer program for finding a region containing text in a colour bitmap image comprising pixels are provided. Connected components (CCs) are generated (1200) from the colour bitmap image by grouping substantially similarly coloured and adjacent pixels. Independently of colour, which of the connected components are text connected components are determined (1212) dependent upon attributes of the generated connected components. For each text CC) a value is assigned (1214) to each tile that comprises at least a portion of the text connected component. The value indicates the presence of text overlapping the tile. Each tile comprises pixels of the colour bitmap image. The region containing text in the colour bitmap image is determined (1216) dependent upon the assigned values of the tiles.
    • 提供了用于在包括像素的彩色位图图像中找到包含文本的区域的方法(1200),设备和计算机程序。 通过对基本相似的彩色和相邻像素进行分组,从彩色位图图像生成连接的分量(CC)(1200)。 独立于颜色,哪个连接的组件是文本连接的组件被确定(1212)取决于所生成的连接组件的属性。 对于每个文本CC)向包括文本连接分量的至少一部分的每个瓦片分配值(1214)。 该值表示与图块重叠的文本的存在。 每个瓦片包括彩色位图图像的像素。 确定(1216)颜色位图图像中包含文本的区域取决于图块的分配值。
    • 8. 发明申请
    • Apparatus and method for estimating and compensating sampling frequency offset
    • 用于估计和补偿采样频率偏移的装置和方法
    • US20090135978A1
    • 2009-05-28
    • US12073819
    • 2008-03-11
    • Chi-Tung ChangTzu-Wen SungChuen-Heng WangYu-Ling Chen
    • Chi-Tung ChangTzu-Wen SungChuen-Heng WangYu-Ling Chen
    • H04L7/00H04L25/00
    • H04L27/2657H04L27/0014H04L27/2675H04L2027/0067
    • An apparatus and method for estimating and compensating sampling frequency offset are disclosed. Particularly, a linear mathematical scheme is employed to calculate the related phase difference for saving use of multipliers and storage circuit used for sampling frequency offset estimation and compensation in the conventional art. The preferred embodiment of the invention has a first step to receive signals by the offset estimating circuit. Next, the phase value for each signal is calculated, and the pilot signal therein is retrieved. Next, a phase difference is obtained by subtraction operation between the received symbols and the delayed pilot symbols. And a circuit for storing the phase differences is incorporated. Next, a phase difference between the adjacent symbols is obtained by accumulating the phases and processing the least-error-sum-of-squares operation. Therefore, an estimation value of the sampling frequency offset of a communication system is obtained, and further to compensate the offset.
    • 公开了一种用于估计和补偿采样频率偏移的装置和方法。 特别地,采用线性数学方案来计算用于节省使用乘法器的相关相位差和用于采样频率偏移估计和补偿的存储电路。 本发明的优选实施例具有通过偏移估计电路接收信号的第一步骤。 接下来,计算每个信号的相位值,并且检索其中的导频信号。 接下来,通过在接收到的符号和延迟的导频符号之间的减法运算获得相位差。 并且并入存储相位差的电路。 接下来,相邻符号之间的相位差通过累积相位和处理最小二乘方差运算来获得。 因此,获得通信系统的采样频率偏移的估计值,并进一步补偿偏移。
    • 9. 发明申请
    • Screwless device for attaching and detaching disk drive
    • 用于安装和拆卸磁盘驱动器的无螺纹装置
    • US20070070595A1
    • 2007-03-29
    • US11236586
    • 2005-09-28
    • Yu-Ling ChenYin-Kang Tu
    • Yu-Ling ChenYin-Kang Tu
    • G06F1/16
    • G06F1/187
    • A screwless device for attaching and detaching a disk drive comprises a base and a frame body. The base comprises at least a rotation bracket, an elastic location plate, a fixing plate, and protrudent joints. Two first axle holes are located on both sides of the rotation bracket respectively for being inserted by an axle to which a torsion spring is sleeved. A buckle hole is formed on the elastic location plate. The frame body is designed for being attached to the base. The frame body comprises: a mounting chamber for holding the disk drive; an axle-connecting part; and a buckle means mounted on the same side of the frame body as the elastic location plate. Second axle holes and buckle notches are formed on the axle-connecting part. Several open trenches are formed in opposition to the protrudent joints.
    • 用于安装和拆卸磁盘驱动器的无螺钉装置包括基座和框体。 基座至少包括旋转支架,弹性定位板,固定板和突出接头。 两个第一轴孔分别位于旋转支架的两侧,以便被一个扭转弹簧套在其上的轴插入。 在弹性定位板上形成带扣孔。 框体被设计成附接到基座。 框架体包括:用于保持盘驱动器的安装室; 轴连接部; 以及安装在框架主体与弹性定位板相同侧的带扣装置。 第二轴孔和带扣缺口形成在轴连接部分上。 形成与突出接头相对的几个开放的沟槽。
    • 10. 发明授权
    • Method and apparatus for mark detection
    • 标记检测方法和装置
    • US06952484B1
    • 2005-10-04
    • US09441294
    • 1999-11-16
    • Paul Raymond HigginbottomJulie Yan ZhuYu-Ling Chen
    • Paul Raymond HigginbottomJulie Yan ZhuYu-Ling Chen
    • G06T7/00G06K9/46G06K9/00G06K9/68
    • G06K9/4652G06K9/4609G06K2009/0059
    • Disclosed is a method of detecting a predetermined mark embedded in an image. The mark (29) comprises a predetermined arrangement of a plurality of elements (30), each element having a predetermined colour characteristic and predetermined shape. The method processes (20) the image to provide an encoded representation of the image at a predetermined resolution (eg. 200 dpi). The coordinate positions for substantially each of the elements of the mark embedded in the image are detected (22), wherein the detection is characterised by applying at least one mask (80) to substantially each pixel of the encoded representation. From the coordinate positions, a set of spatial features representing a spatial arrangement of the detected elements are then determined (23). The determined set of spatial features is then compared (24) to a known set of spatial features to provide a confidence level measure for a degree of matching between the known set and the determined set of spatial features.
    • 公开了一种检测图像中嵌入的预定标记的方法。 标记(29)包括多个元件(30)的预定布置,每个元件具有预定的颜色特性和预定的形状。 该方法处理(20)图像以以预定分辨率(例如,200dpi)提供图像的编码表示。 检测嵌入在图像中的标记的基本上每个元素的坐标位置(22),其中所述检测的特征在于,对编码表示的基本上每个像素应用至少一个掩模(80)。 然后,从坐标位置,确定代表被检测元件的空间排列的一组空间特征(23)。 然后将确定的空间特征集合(24)与已知集合的空间特征进行比较,以提供在已知集合和确定的空间特征集合之间的匹配程度的置信度度量。