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    • 21. 发明授权
    • Color adjustment apparatus and method
    • 颜色调整装置及方法
    • US06744531B1
    • 2004-06-01
    • US09221996
    • 1998-12-29
    • Lingappa K. MesthaEric JacksonYao Rong WangMartin E. BantonPeter A. CreanSteven J. HarringtonEdward J. Solcz
    • Lingappa K. MesthaEric JacksonYao Rong WangMartin E. BantonPeter A. CreanSteven J. HarringtonEdward J. Solcz
    • G06F1500
    • H04N1/6022
    • An apparatus and method that provide consistent output across a plurality of different hard copy output devices which may be included in a system comprising an image data source and a hard copy output device. The image data source supplies image data to a printable image data adjusting apparatus. The image data supplied may be in a device-dependent color space or a device-independent color space. If the image data is in a device-dependent color space, the printable image data adjusting apparatus first converts the image data into device-independent image data and stores it in memory as target image data. If the image data is already device-independent image data, the image data are simply stored in the memory of the printable image data adjusting apparatus as target image data. The printable image data adjusting apparatus then uses the target image data to generate printable image data. The hard copy output device uses the printable image data to generate a hard copy image. The hard copy image is then passed within the optical field of a sensor that detects device-independent image data values of the hard copy image. The detected device-independent image data values are then compared against the target image data to generate color adjustment factors. The color adjustment factors are then used to produce a hard copy image having detected device-independent image data values that more closely represent the target image data. The apparatus and method may be implemented in real-time with or without human intervention.
    • 提供跨多个不同硬拷贝输出设备的一致输出的装置和方法,其可包括在包括图像数据源和硬拷贝输出设备的系统中。 图像数据源将图像数据提供给可打印图像数据调整装置。 所提供的图像数据可以在依赖于设备的色彩空间或与设备无关的色彩空间中。 如果图像数据处于依赖于设备的色彩空间中,则可打印图像数据调整装置首先将图像数据转换为与设备无关的图像数据,并将其存储在存储器中作为目标图像数据。 如果图像数据已经是与设备无关的图像数据,则将图像数据简单地存储在可打印图像数据调整装置的存储器中作为目标图像数据。 然后,可打印图像数据调整装置使用目标图像数据来生成可打印的图像数据。 硬拷贝输出设备使用可打印的图像数据来生成硬拷贝图像。 然后在检测硬拷贝图像的设备无关图像数据值的传感器的光学场内传递硬拷贝图像。 然后将检测到的与设备无关的图像数据值与目标图像数据进行比较以产生颜色调整因子。 然后使用颜色调节因子来产生具有更接近地表示目标图像数据的检测到的与设备无关的图像数据值的硬拷贝图像。 该装置和方法可以在有或没有人为干预的情况下实时地实现。
    • 22. 发明授权
    • Color gamut mapping for accurately mapping certain critical colors and corresponding transforming of nearby colors and enhancing global smoothness
    • 色域映射,用于准确地映射某些关键颜色和相应的附近颜色变换,增强全局平滑度
    • US06625306B1
    • 2003-09-23
    • US09455761
    • 1999-12-07
    • Sidney W. MarshallEric JacksonSteven J. HarringtonYao Rong Wang
    • Sidney W. MarshallEric JacksonSteven J. HarringtonYao Rong Wang
    • G06K900
    • H04N1/603H04N1/6058
    • A mapping system for converting an input signal value to an output value wherein certain outputs are predetermined to be critical. An engine for converting input values to output values is associated with an input value transforming system wherein certain input values corresponding to the critical output values are transformed prior to input to the engine for adjusting the input value so that the engine generates a particularly desired output. The transforming comprises selecting a set of basis functions for effecting a warping of input values near the input value corresponding to the critical output value. The basis functions determine the extent and gradient of input value adjustment for nearby values to the critical value. The basis functions are included within an objective function defining the purpose of the system and the functions are solved to generate the desired adjusted input value. The system has particular applicability to color gamut mapping in a print system wherein output color needs to be accurately printed and colors nearby the critical color can be generated with minimal image artifacts.
    • 一种映射系统,用于将输入信号值转换为预定为关键的某些输出的输出值。 用于将输入值转换为输出值的引擎与输入值转换系统相关联,其中对应于临界输出值的某些输入值在输入到引擎之前被变换以用于调整输入值,使得发动机产生特别期望的输出。 变换包括选择一组基函数,以实现与临界输出值对应的输入值附近的输入值的变形。 基础函数确定临近值附近值的输入值调整的范围和梯度。 基函数包括在定义系统目的的目标函数中,并且解决函数以产生期望的调整输入值。 该系统特别适用于打印系统中的色域映射,其中输出颜色需要被精确地打印,并且可以以最少的图像伪影来生成临界颜色附近的颜色。
    • 24. 发明授权
    • Determining a number of objects in an IR image
    • 确定IR图像中的一些对象
    • US08587657B2
    • 2013-11-19
    • US13086006
    • 2011-04-13
    • Yao Rong WangZhigang FanLalit Keshav Mestha
    • Yao Rong WangZhigang FanLalit Keshav Mestha
    • H04N7/18H04N5/33G06K9/00
    • G06K9/00369G06K2009/4657G06T7/11G06T2207/10048G06T2207/30242
    • What is disclosed is a novel system and method for determining the number of objects in an IR image obtained using an IR imaging system. In one embodiment, a total of N intensity values are collected for each pixel in an IR image using a IR imaging system comprising an IR detection device and an IR Illuminator. Intensity values are retrieved from a database which have been estimated for a plurality of known materials, such as skin and hair. A classification is determined for each pixel in the IR image using either a best fitting method of a reflectance, or a correlation method. Upon classification, a total number of objects in the IR image can be determined. The present system and method finds its intended uses in of real world applications such as, determining the number of occupants in a vehicle traveling in a HOV/HOT lane.
    • 所公开的是用于确定使用IR成像系统获得的IR图像中的对象数量的新颖系统和方法。 在一个实施例中,使用包括IR检测装置和IR照明器的IR成像系统对IR图​​像中的每个像素收集总共N个强度值。 从已经为多种已知材料(例如皮肤和头发)估计的数据库检索强度值。 使用反射率的最佳拟合方法或相关方法来确定IR图像中的每个像素的分类。 在分类时,可以确定IR图像中的对象的总数。 本系统和方法在现实应用中找到其预期用途,例如确定在HOV / HOT车道中行驶的车辆中的乘客人数。
    • 27. 发明授权
    • Compensating for print engine change in a document reproduction device
    • 补偿文件再现装置中的打印引擎变化
    • US08547613B2
    • 2013-10-01
    • US12915217
    • 2010-10-29
    • Lalit Keshav MesthaMartin S. MaltzYao Rong Wang
    • Lalit Keshav MesthaMartin S. MaltzYao Rong Wang
    • H04N1/60G03F3/08G06K9/00
    • H04N1/6022
    • What is disclosed is a novel system and method of inheriting intended GCR into a 4-to-4 cascaded LUT to compensate for print engine change which adversely impacts the quality of an output print. The present method uses the device link transform to generate starting LUT nodes for the inverse of the drifted printer model by inputting CMYK or RGB into the device link at a color space resolution sufficient to determine output nodes. Lab and CMYK values are derived from this process, and a “starting LUT” is created at the Lab destination nodes. An iterative control begins with this starting LUT to produce an inverse drifted printer model that contains a close approximation for the intended GCR. The present method captures the intent of the device link transform for a fleet and generates the cascaded LUT for drift, specific printer, side1/side2, and other modes leading to special GCRs.
    • 所公开的是将期望的GCR继承到4对4级联LUT中以补偿不利地影响输出打印质量的打印引擎改变的新型系统和方法。 本方法使用设备链接变换通过以足以确定输出节点的颜色空间分辨率将CMYK或RGB输入到设备链接中来生成漂移的打印机模型的倒数的起始LUT节点。 实验室和CMYK值是从该过程得到的,并且在实验室目标节点处创建一个“起始LUT”。 迭代控制开始于该起始LUT以产生包含对于预期GCR的近似近似的反漂移打印机模型。 本方法捕获了针对车队的设备链接变换的意图,并生成用于漂移,特定打印机,side1 / side2和导致特殊GCR的其他模式的级联LUT。
    • 28. 发明授权
    • Post-processing a multi-spectral image for enhanced object identification
    • 后处理多光谱图像以增强对象识别
    • US08457415B1
    • 2013-06-04
    • US13324433
    • 2011-12-13
    • Yao Rong WangLalit Keshav Mestha
    • Yao Rong WangLalit Keshav Mestha
    • G06K9/68
    • G06K9/72G06K9/4652
    • What is disclosed is a system and method for post-processing a multi-spectral image which has already been processed for pixel classification. A binary image is received which contains pixels that have been classified using a pixel classification method. Each pixel in the image has an associated intensity value and has a pixel value of 1 or 0 depending on whether the pixel has been classified as a material of interest or not. A block of size m×n is defined. Pixel values in a block are changed according to a threshold-based filtering criteria such that pixels in the same block all have the same binary value. The block is then shifted by k pixels and pixel processing repeats until all pixels have been processed. Once all blocks have been processed, contiguous pixels having the same binary value are grouped to form objects. In such a manner, pixel classification errors are reduced.
    • 所公开的是用于后处理已经被处理用于像素分类的多光谱图像的系统和方法。 接收包含使用像素分类方法分类的像素的二进制图像。 图像中的每个像素具有相关联的强度值,并且具有像素值为1或0的取决于像素是否被分类为感兴趣的材料。 定义一个大小为m×n的块。 块中的像素值根据基于阈值的滤波准则而改变,使得相同块中的像素都具有相同的二进制值。 然后将块移动k个像素,并重复像素处理直到所有像素都被处理。 一旦所有块都被处理,具有相同二进制值的连续像素被分组以形成对象。 以这种方式,减少像素分类误差。
    • 30. 发明申请
    • UPDATING A FLEET CMYK TO ENGINE cmyk LUT IN A COLOR MANAGEMENT STRATEGY
    • 在颜色管理策略中更新发布CMYK LUT的FLEET CMYK
    • US20120212752A1
    • 2012-08-23
    • US13029753
    • 2011-02-17
    • Yao Rong WangLalit Keshav MesthaMartin S. Maltz
    • Yao Rong WangLalit Keshav MesthaMartin S. Maltz
    • H04N1/60
    • H04N1/6016H04N1/40006
    • What is disclosed is a system and method which addresses the problem of inheriting color management intent from a fleet color management LUT into a 4-to-4 cascaded LUT. The LUT is updated starting with a set of patches that either form a uniform or non-uniform grid of the LUT or can be projected to a uniform or non-uniform grid in the CMYK space using, e.g., PCA. A set of L*a*b* target as well a variable that serve the purpose of preserving the GCR and other elements of the fleet profile is obtained by passing the set of CMYK values to the fleet printer model. By iterating on the printer (or the printer model of the engine at the moment of the engine change) and converging to the targets, the engine device cmyk set is obtained. The LUT is formed between the uniform or non-uniform gridded CMYK and the device cmyk.
    • 公开的是一种系统和方法,其解决将车队颜色管理LUT的颜色管理意图从继承到4对4级联LUT的问题。 LUT以从LUT的统一或非均匀网格形成的一组补丁开始更新,或者使用例如PCA将其投影到CMYK空间中的均匀或非均匀网格。 通过将一组CMYK值传递给车队打印机模型,获得一组L * a * b *目标以及用于保存GCR和船队简档的其他元素的变量。 通过在打印机(或发动机更换时刻的发动机的打印机型号)上迭代并收敛到目标,获得发动机装置cmyk组。 LUT在均匀或不均匀的网格CMYK和设备cmyk之间形成。