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    • 61. 发明授权
    • Automatic exposure control based on multiple regions
    • 基于多个区域的自动曝光控制
    • US08836851B2
    • 2014-09-16
    • US13151165
    • 2011-06-01
    • Ralph Brunner
    • Ralph Brunner
    • H04N5/235G03B7/00H04N5/238H04N5/232
    • H04N5/2351H04N5/23219
    • Systems, methods, and computer readable media for performing auto-exposure operations in a digital image capture device. An image capture device's auto-exposure settings may be automatically adjusted by generating and then combining, in a dynamically weighted fashion, two sets of exposure values. One set of exposure values may be based on detected faces while the other set may be based on the image as a whole. Each set of exposure values may include a “measured” value and a “target” value, wherein each of these values may, in turn, be based on one or more (different) aspects of the image. Illustrative digital image capture devices in which the disclosed technology may be used include, but are not limited, to portable digital cameras, mobile telephones, personal digital assistants, mobile music and video devices, and portable computer platforms such as notebook and tablet computers.
    • 用于在数字图像捕获设备中执行自动曝光操作的系统,方法和计算机可读介质。 可以通过以动态加权的方式生成然后组合两组曝光值来自动调整图像拍摄装置的自动曝光设置。 一组曝光值可以基于检测到的面部,而另一组可以基于整体上的图像。 每组曝光值可以包括“测量值”和“目标”值,其中这些值中的每一个依次可以基于图像的一个或多个(不同)方面。 可以使用所公开的技术的示例性数字图像捕获装置包括但不限于便携式数码相机,移动电话,个人数字助理,移动音乐和视频装置以及诸如笔记本和平板计算机的便携式计算机平台。
    • 63. 发明授权
    • Parallelizing cascaded face detection
    • 并联级联人脸检测
    • US08649612B1
    • 2014-02-11
    • US12693204
    • 2010-01-25
    • Ralph Brunner
    • Ralph Brunner
    • G06K9/00
    • G06K9/6292G06K9/00234
    • One or more portions of a cascaded face detection process, such as a process using a number of stages in which each stage includes classifiers having one or more associated features, can be parallelized. For instance, multiple pixels associated with an image can be evaluated in parallel, including simultaneously evaluating one or more features for each of the selected pixels. As a result, the number of operations required to perform the face detection processing can be reduced. Further, pre-processing can be performed to identify one or more image regions for which face detection process need not be performed. For instance, either or both of a skin-tone measure and a variance measure can be used to identify image regions in which a face is unlikely to be depicted.
    • 级联人脸检测过程的一个或多个部分,例如使用多个阶段的过程,其中每个阶段包括具有一个或多个相关联特征的分类器可以并行化。 例如,可以并行地评估与图像相关联的多个像素,包括同时评估每个所选像素的一个或多个特征。 结果,可以减少执行面部检测处理所需的操作次数。 此外,可以执行预处理以识别不需要进行面部检测处理的一个或多个图像区域。 例如,肤色测量和方差测量中的任一个或两者可以用于识别其中不太可能描绘面部的图像区域。
    • 65. 发明授权
    • Scene adaptive auto exposure
    • 场景自适应自动曝光
    • US08488958B2
    • 2013-07-16
    • US12786710
    • 2010-05-25
    • Ralph BrunnerFrank Doepke
    • Ralph BrunnerFrank Doepke
    • G03B7/00G03B3/10G03B13/34H04N5/235
    • G03B7/08G03B7/091H04N5/23216H04N5/2351
    • Systems, methods, and a computer readable medium for an improved automatic exposure algorithm attempt to classify an image into a particular “scene category,” and, based on the determined scene category, meter the scene according to a generated metering weighting matrix. In one embodiment, the average luminance is calculated for a central exposure metering region of the image and a plurality of peripheral exposure metering regions surrounding the central exposure metering region. Based on comparisons of the average luminance values of the peripheral exposure regions to the average luminance of the central exposure region, a target metering weighting matrix may be generated. In another embodiment, the scene category corresponds to a predetermined metering weighting matrix. In video applications, it may be desirable to reduce oscillations in metering parameter values to limit any visually jarring effects on the camera's preview screen by only adjusting metering parameter values when predetermined criteria are met.
    • 用于改进的自动曝光算法的系统,方法和计算机可读介质尝试将图像分类为特定的“场景类别”,并且基于所确定的场景类别,根据生成的计量加权矩阵来计量场景。 在一个实施例中,对于图像的中央曝光测光区域和围绕中央曝光测光区域的多个周边曝光测光区域计算平均亮度。 基于外围曝光区域的平均亮度值与中央曝光区域的平均亮度的比较,可以生成目标计量加权矩阵。 在另一个实施例中,场景类别对应于预定计量加权矩阵。 在视频应用中,可能希望通过仅在满足预定标准时调整测光参数值,减少计量参数值中的振荡,以限制对相机预览屏幕的任何视觉刺激的影响。
    • 67. 发明授权
    • Framework for graphics animation and compositing operations
    • 图形动画和合成操作框架
    • US08228339B2
    • 2012-07-24
    • US13367717
    • 2012-02-07
    • Ralph BrunnerJohn HarperPeter N. Graffagnino
    • Ralph BrunnerJohn HarperPeter N. Graffagnino
    • G09G5/36G06F13/00G06F3/00
    • G06T13/80G06T1/20G06T13/00
    • A graphics animation and compositing operations framework has a layer tree for interfacing with the application and a render tree for interfacing with a render engine. Layers in the layer tree can be content, windows, views, video, images, text, media, or other types of objects for an application's user interface. The application commits state changes to the layers of the layer tree. The application does not need to include explicit code for animating the changes to the layers. Instead, an animation is determined for animating the change in state by the framework which can define a set of predetermined animations based on motion, visibility, and transition. The determined animation is explicitly applied to the affected layers in the render tree. A render engine renders from the render tree into a frame buffer. Portions of the render tree changing relative to prior versions can be tracked to improve resource management.
    • 图形动画和合成操作框架具有用于与应用程序接口的层树和用于与渲染引擎进行连接的渲染树。 图层树中的图层可以是应用程序的用户界面的内容,窗口,视图,视频,图像,文本,媒体或其他类型的对象。 应用程序将对层树的层执行状态更改。 该应用程序不需要包含用于动画化图层的更改的显式代码。 相反,确定动画通过框架动画状态的变化,该框架可以基于运动,可见性和转换来定义一组预定的动画。 确定的动画显式应用于渲染树中的受影响的图层。 渲染引擎从渲染树呈现为帧缓冲区。 可以跟踪渲染树相对于先前版本更改的部分,以改进资源管理。
    • 68. 发明申请
    • METHODS AND APPARATUSES FOR LOAD BALANCING BETWEEN MULTIPLE PROCESSING UNITS
    • 多处理单元之间的负载平衡的方法和装置
    • US20090109230A1
    • 2009-04-30
    • US11923463
    • 2007-10-24
    • Howard MillerRalph Brunner
    • Howard MillerRalph Brunner
    • G06F15/16G06T1/20
    • G06F15/16G06F1/3203G06F1/329G06F9/5044G06F9/5094G06F2209/501Y02D10/22Y02D10/24
    • Exemplary embodiments of methods and apparatuses to dynamically redistribute computational processes in a system that includes a plurality of processing units are described. The power consumption, the performance, and the power/performance value are determined for various computational processes between a plurality of subsystems where each of the subsystems is capable of performing the computational processes. The computational processes are exemplarily graphics rendering process, image processing process, signal processing process, Bayer decoding process, or video decoding process, which can be performed by a central processing unit, a graphics processing units or a digital signal processing unit. In one embodiment, the distribution of computational processes between capable subsystems is based on a power setting, a performance setting, a dynamic setting or a value setting.
    • 描述了在包括多个处理单元的系统中动态地重新分布计算过程的方法和装置的示例性实施例。 为多个子系统之间的各种计算过程确定功耗,性能和功率/性能值,其中每个子系统能够执行计算过程。 计算过程是示例性的图形渲染处理,图像处理处理,信号处理处理,拜耳解码处理或视频解码处理,其可以由中央处理单元,图形处理单元或数字信号处理单元执行。 在一个实施例中,能力子系统之间的计算过程的分布基于功率设置,性能设置,动态设置或值设置。
    • 69. 发明申请
    • METHOD AND APPARATUS FOR ANTI-ALIASING SCAN CONVERSION
    • 用于防止扫描转换的方法和装置
    • US20090080792A1
    • 2009-03-26
    • US12271817
    • 2008-11-14
    • Ralph Brunner
    • Ralph Brunner
    • G06K9/40
    • G06T11/203G06T2200/12H04N7/0102
    • Methods and apparatuses for anti-aliasing scan conversion. In one aspect of the invention, an exemplary method to scan convert an image on a data processing system includes: sampling the image in a first direction to generate first signals for points along a second line in a second direction using a closed form solution for a convolution integral with a first kernel; and weighting the first signals for the points according to a second kernel in the second direction to generate a second signal for a pixel. In one example according to this aspect, the closed form solution is tabulated in a look up table. After entries are looked up from the look up table according to the image along a first line in the first direction on a first point of the points, the entries are combined to generate one of the first signals for the first point.
    • 用于抗锯齿扫描转换的方法和装置。 在本发明的一个方面,用于扫描数据处理系统中的图像转换的示例性方法包括:在第一方向上对图像进行采样,以使用第二方向上的第二线的点沿第二方向生成用于 卷积与第一个内核整合; 以及根据所述第二方向根据第二内核对所述点的所述第一信号进行加权,以生成用于像素的第二信号。 在根据该方面的一个示例中,封闭形式的解决方案列在查询表中。 在从第一点的第一方向沿着沿第一方向的第一行的图像从查找表中查找条目之后,组合条目以产生第一点的第一信号之一。
    • 70. 发明授权
    • Method and apparatus for anti-aliasing scan conversion
    • 用于抗锯齿扫描转换的方法和装置
    • US07453470B1
    • 2008-11-18
    • US10328546
    • 2002-12-24
    • Ralph Brunner
    • Ralph Brunner
    • G09G5/00G06K9/40G06K9/64
    • G06T11/203G06T2200/12H04N7/0102
    • Methods and apparatuses for anti-aliasing scan conversion. In one aspect of the invention, an exemplary method to scan convert an image on a data processing system includes: sampling the image in a first direction to generate first signals for points along a second line in a second direction using a closed form solution for a convolution integral with a first kernel; and weighting the first signals for the points according to a second kernel in the second direction to generate a second signal for a pixel. In one example according to this aspect, the closed form solution is tabulated in a look up table. After entries are looked up from the look up table according to the image along a first line in the first direction on a first point of the points, the entries are combined to generate one of the first signals for the first point.
    • 用于抗锯齿扫描转换的方法和装置。 在本发明的一个方面,用于扫描数据处理系统中的图像转换的示例性方法包括:在第一方向上对图像进行采样,以使用第二方向上的第二线的点沿第二方向生成用于 卷积与第一个内核整合; 以及根据所述第二方向根据第二内核对所述点的所述第一信号进行加权,以生成用于像素的第二信号。 在根据该方面的一个示例中,封闭形式的解决方案列在查询表中。 在从第一点的第一方向沿着沿第一方向的第一行的图像从查找表中查找条目之后,组合条目以产生第一点的第一信号之一。