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    • 2. 发明授权
    • Alleviating dominant color failure in automatic white balance using histogram trimming
    • 使用直方图修剪来缓解自动白平衡中的主色失败
    • US09007484B2
    • 2015-04-14
    • US13349090
    • 2012-01-12
    • Xuemei ZhangYingjun BaiPaul Hubel
    • Xuemei ZhangYingjun BaiPaul Hubel
    • H04N9/73H04N1/60
    • H04N9/73H04N1/6041
    • Methods, devices and computer readable media for implementing novel dominant color alleviation techniques for color balancing are described. The techniques take advantage of unique properties of 2D image data histograms accumulated in a chromaticity space, along with other factors such as estimated scene lux and knowledge of plausible scene illuminant white point values within the chromaticity space. The accumulated 2D image data histograms may be refined and “trimmed,” such that the resultant image data passed to an auto white balance solution has much less influence from the dominant colors in the image, even those that overlap the plausible scene illuminant color region. The described techniques provide for white point estimates that are much less prone to dominant color failures.
    • 描述了用于实现用于颜色平衡的新型主要颜色减轻技术的方法,设备和计算机可读介质。 这些技术利用了在色度空间中累积的2D图像数据直方图的独特性质,以及其他因素,例如估计的场景勒克斯和色度空间内合理场景光源白点值的知识。 累积的2D图像数据直方图可以被细化并“修剪”,使得传递到自动白平衡解决方案的合成图像数据对图像中的主要颜色的影响要小得多,即使是与似乎合理的场景光源颜色区域重叠的那些。 所描述的技术提供了白点估计,其不太容易出现主要颜色故障。
    • 3. 发明申请
    • Alleviating Dominant Color Failure in Automatic White Balance Using Histogram Trimming
    • 使用直方图修剪来缓解自动白平衡中的主导色差
    • US20130093917A1
    • 2013-04-18
    • US13349090
    • 2012-01-12
    • Xuemei ZhangYingjun BaiPaul Hubel
    • Xuemei ZhangYingjun BaiPaul Hubel
    • H04N9/73
    • H04N9/73H04N1/6041
    • Methods, devices and computer readable media for implementing novel dominant color alleviation techniques for color balancing are described. The techniques take advantage of unique properties of 2D image data histograms accumulated in a chromaticity space, along with other factors such as estimated scene lux and knowledge of plausible scene illuminant white point values within the chromaticity space. The accumulated 2D image data histograms may be refined and “trimmed,” such that the resultant image data passed to an auto white balance solution has much less influence from the dominant colors in the image, even those that overlap the plausible scene illuminant color region. The described techniques provide for white point estimates that are much less prone to dominant color failures.
    • 描述了用于实现用于颜色平衡的新型主要颜色减轻技术的方法,设备和计算机可读介质。 这些技术利用了在色度空间中累积的2D图像数据直方图的独特性质,以及其他因素,例如估计的场景勒克斯和色度空间内合理场景光源白点值的知识。 累积的2D图像数据直方图可以被细化并“修剪”,使得传递到自动白平衡解决方案的合成图像数据对图像中的主要颜色的影响要小得多,即使是与似乎合理的场景光源颜色区域重叠的那些。 所描述的技术提供了白点估计,其不太容易出现主要颜色故障。
    • 4. 发明申请
    • Method for introduction and linking of imaging appliances
    • 成像设备的引入和连接方法
    • US20050179942A1
    • 2005-08-18
    • US11096339
    • 2005-03-31
    • Donald StavelyK. GennettenPaul Hubel
    • Donald StavelyK. GennettenPaul Hubel
    • G06F13/14G06F13/00G06K1/00H04L29/08
    • H04L67/141H04L69/40
    • An imaging appliance family is a cooperative system of two or more imaging appliances that are linked together to share images, command and control. Imaging appliances may be linked to each other by introducing the appliances to each other, establishing a communications link, and exchanging appliance information. The appliances may be introduced by a number of different manual or auto-sensing triggers, including buttons and presence detect circuits. Communications may be automatically established in response to the introduction. After communications are established, appliance information is exchanged and the appliances are dynamically configured into a cooperative system. Once linked, the appliances remain logically connected until they are removed from the family.
    • 成像设备系列是两个或更多个成像设备的协作系统,其连接在一起以共享图像,命令和控制。 成像设备可以通过将设备相互引入,建立通信链路和交换设备信息来彼此链接。 电器可以由许多不同的手动或自动感应触发器引入,包括按钮和存在检测电路。 响应介绍可能会自动建立通信。 建立通信后,交换设备信息,并将设备动态配置为协作系统。 一旦链接,设备保持逻辑连接,直到它们从家庭中移除。
    • 5. 发明申请
    • Multi-Illuminant Color Matrix Representation and Interpolation Based on Estimated White Points
    • 基于估计白点的多光源颜色矩阵表示和插值
    • US20130093915A1
    • 2013-04-18
    • US13342879
    • 2012-01-03
    • Xuemei ZhangYingjun BaiPaul Hubel
    • Xuemei ZhangYingjun BaiPaul Hubel
    • H04N9/73G06K9/00
    • H04N1/608H04N9/045H04N9/735
    • This disclosure pertains to devices, methods, and computer readable media for improved accuracy of color correction matrix (CCM) coefficient determination based on estimated white point, while maintaining a relatively smooth variation of CCM coefficients over the white point space. The techniques disclosed herein may be achieved via the storage of a limited number of determined CCM multiplier vectors and thus be effective in the camera image pipelines of real image capture devices. With the more accurate CCMs calculated with the disclosed techniques, visible improvement in rendered colors may be achieved as compared to using interpolation from a handful of corner CCMs. The color correction techniques described herein may be implemented by dedicated or general purpose hardware, general application software, or a combination of software and hardware in a computer system.
    • 本公开涉及用于基于估计的白点提高颜色校正矩阵(CCM)系数确定的精度的装置,方法和计算机可读介质,同时保持CCM系数在白点空间上的相对平滑的变化。 本文公开的技术可以通过存储有限数量的确定的CCM乘数向量来实现,并且因此在真实图像捕获设备的相机图像管线中是有效的。 利用所公开的技术计算出的更准确的CCM,与使用少数拐角CCM的插值相比,可以实现渲染颜色的可见改善。 本文描述的颜色校正技术可以由计算机系统中的专用或通用硬件,通用应用软件或软件和硬件的组合来实现。