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    • 43. 发明授权
    • Crominance channel overshoot control in image enhancement
    • 图像增强中的Crominance通道过冲控制
    • US06483941B1
    • 2002-11-19
    • US09393534
    • 1999-09-10
    • Xing Li
    • Xing Li
    • H04N146
    • G06T5/003G06T5/002G06T5/20G06T2207/10008G06T2207/10024G06T2207/20192H04N1/58
    • A method and apparatus for digital image processing are provided for controlling chrominance channel overshoot in response to FIR or other enhancement processing. The chrominance values defining the enhanced digital image data for each pixel are compared to corresponding local minimum and maximum chrominance values of the non-enhanced image obtained from the neighborhood of the subject pixel. If an enhanced chrominance value for a subject pixel falls outside the corresponding local minimum/local maximum chrominance range by an overshoot amount, the enhanced chrominance value is adjusted to reduce the overshoot amount. The overshoot amount is adjusted according to a pre-programmed overshoot reduction parameter.
    • 提供了一种用于数字图像处理的方法和装置,用于响应于FIR或其他增强处理来控制色度信道过冲。 将对于每个像素定义增强数字图像数据的色度值与从对象像素的邻域获得的非增强图像的相应局部最小和最大色度值进行比较。 如果对象像素的增强色度值通过过冲量落在对应的局部最小/局部最大色度范围之外,则调整增强的色度值以减小过冲量。 根据预编程的过冲减少参数调整过冲量。
    • 44. 发明授权
    • Hybrid image reduction method and apparatus with moir{acute over (e)} suppression
    • 具有莫尔抑制的混合图像缩小方法和装置
    • US06181834B2
    • 2001-01-30
    • US09157015
    • 1998-09-18
    • Xing LiFrancis K. Tse
    • Xing LiFrancis K. Tse
    • G06K932
    • G06T3/4007H04N1/40075
    • A method and apparatus for digital image reduction using an improved “extendible” perspective projection technique which allows for flexible control of the averaging cell or window size separately from the reduction ratio to improve moir{acute over (e)} suppression or sharpness as desired in the resulting reduced-size image. The extendible perspective projection technique can also be implemented together with ordinary perspective projection or together with a combined one-dimensional filter and linear interpolation technique to produce a reduced-size image of a quality comparable to those produced by the prior technique of using a two-dimensional pre-filter prior to interpolation at a much lesser cost due to the reduced number of required scanline buffers.
    • 使用改进的“可扩展”透视投影技术的数字图像缩小的方法和装置,其允许与缩小比率分开地灵活地控制平均单元格或窗口尺寸,以改善所得缩小尺寸图像中所需的莫尔条纹抑制或锐度。 可伸缩透视投影技术还可以与普通透视投影一起实现,或者与组合的一维滤光片和线性内插技术一起实现,以产生质量相当于使用二维滤镜的现有技术产生的图像质量的尺寸较小的图像, 由于所需的扫描线缓冲器的数量减少,插值之前的三维预滤波器以非常低的成本。
    • 47. 发明授权
    • Method for binary to contone conversion with non-solid edge detection
    • 使用非实体边缘检测进行二进制转换的方法
    • US09460491B2
    • 2016-10-04
    • US12197348
    • 2008-08-25
    • Yingjun BaiXing Li
    • Yingjun BaiXing Li
    • G06T5/00H04N1/409H04N1/58G06T5/20G01N21/89
    • G06T5/002G01N2021/891G06T5/20G06T2207/20012G06T2207/20192H04N1/409H04N1/58
    • A system and method convert a pixel of binary image data to a pixel of contone image data by determining if a predetermined pixel of binary image data is part of a solid edge or part of a fuzzy edge. A binary to contone conversion circuit converts the predetermined pixel of binary image data to a pixel of a first contone image data value, and a filter circuit converts the predetermined pixel of binary image data to a pixel of a second contone image data value. The filter circuit uses an adaptive filtering operation wherein the adaptive filtering operation utilizes one of a plurality of sets of weighting coefficients to change a characteristic of the filtering operation. The set of weighting coefficients used in the filtering operation are selected in response to a fuzzy edge detection. A selection between the first contone image data value and the second contone image data value is made based upon the determination as whether the predetermined pixel of binary image data is part of a solid edge.
    • 系统和方法通过确定二进制图像数据的预定像素是实线边缘的一部分还是模糊边缘的一部分,将二进制图像数据的像素转换为连续色调图像数据的像素。 二进制连续色调转换电路将二进制图像数据的预定像素转换为第一连续色调图像数据值的像素,并且滤波器电路将二进制图像数据的预定像素转换为第二连续色调图像数据值的像素。 滤波器电路使用自适应滤波操作,其中自适应滤波操作利用多组加权系数中的一个来改变滤波操作的特性。 响应于模糊边缘检测来选择在滤波操作中使用的一组加权系数。 基于作为二进制图像数据的预定像素是实心边缘的一部分的确定,进行第一连续色调图像数据值和第二连续色调图像数据值之间的选择。
    • 48. 发明授权
    • Systems and methods for computation-efficient image processing system architecture
    • 计算高效图像处理系统架构的系统和方法
    • US09307119B2
    • 2016-04-05
    • US13587331
    • 2012-08-16
    • Xing LiDavid Jon MetcalfeMeng YaoMichael Dale StevensPaul W. Phillippi
    • Xing LiDavid Jon MetcalfeMeng YaoMichael Dale StevensPaul W. Phillippi
    • H04N1/56G06K1/12
    • H04N1/56
    • Embodiments relate to systems and methods for a computation-efficient image processing system architecture. Image data can be transmitted from a computer, online service, and/or other image source to an output device having a set of image processing modules in two or more image paths, including an edge detection module and a video decoding module. The edge detection module can produce edge tag output, and the video decoding module, operating in parallel, can generate decoded video output. The edge tag output and decoded video output can be transmitted to a set of downstream image processing modules, including modules for color trapping, edge smoothing, and other operations. Because earlier processing stages share information with downstream modules which require the same or related data, redundant processing can be reduced or eliminated. Complex image operations can therefore be carried out, and high-quality output can be generated, without sacrificing responsiveness.
    • 实施例涉及用于计算高效图像处理系统架构的系统和方法。 图像数据可以从计算机,在线服务和/或其他图像源发送到包括边缘检测模块和视频解码模块的两个或多个图像路径中的具有一组图像处理模块的输出装置。 边缘检测模块可以产生边缘标签输出,并行的视频解码模块可以产生解码的视频输出。 边缘标签输出和解码视频输出可以传输到一组下游图像处理模块,包括用于色彩捕捉,边缘平滑和其他操作的模块。 因为较早的处理阶段与需要相同或相关数据的下游模块共享信息,所以可以减少或消除冗余处理。 因此,可以执行复杂的图像操作,并且可以产生高质量的输出,而不牺牲响应性。
    • 49. 发明授权
    • Method for image classification for copy path billing
    • 复制路径计费的图像分类方法
    • US08655059B2
    • 2014-02-18
    • US13229354
    • 2011-09-09
    • Amal Z. MalikClara Cuciurean-ZapanXing Li
    • Amal Z. MalikClara Cuciurean-ZapanXing Li
    • G06K9/00
    • G06Q30/04
    • Disclosed is a processor-implemented method for processing image data representing a document using an image processing apparatus. The processor receives image data, determines the classifications and counts of pixels in the image data (e.g., in device independent space that are degrees of neutral or non-neutral), classifies the image data into a category based on the determination of classifications and counts of pixels, and determines a billing structure for the image data based on the classification of image data. The classification can be performed on the image data prior to conversion into device dependent space. For example, by counting true color, neutral, non-neutral, and fuzzy color pixels and comparing them to thresholds, the image data can be classified as neutral or very colorful. By classifying images earlier in the image path, errors in billing are reduced.
    • 公开了一种处理器实现的方法,用于使用图像处理装置处理表示文档的图像数据。 处理器接收图像数据,确定图像数据中像素的分类和计数(例如,在与中性或非中性度无关的设备无关的空间中),根据分类和计数的确定将图像数据分类为类别 的像素,并且基于图像数据的分类来确定图像数据的计费结构。 可以在将图像数据转换成依赖于设备的空间之前执行分类。 例如,通过计数真实颜色,中性,非中性和模糊颜色像素并将其与阈值进行比较,图像数据可以分为中性或非常丰富多彩。 通过在图像路径中较早的分类图像,计费中的错误会减少。