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    • 3. 发明授权
    • Convergent matrix factorization based entire frame image processing
    • 基于整数矩阵分解的整帧图像处理
    • US09311897B2
    • 2016-04-12
    • US13264712
    • 2011-02-09
    • Venkatesh K. SubramanianPreeti Dubey
    • Venkatesh K. SubramanianPreeti Dubey
    • G09G5/36G09G3/20G09G3/32G09G3/30
    • G09G5/36G09G3/2022G09G3/30G09G3/3216G09G2310/0208G09G2310/06G09G2320/0247G09G2320/043G09G2330/025
    • Drive signals for a display device may be generated using Separable Non-negative Matrix Series Representation (SNMSR) of source image data and applying a nonnegative matrix factorization (NNMF) process to source image data to generate approximation image data (Ii), partial sum image data (Pi) and residue image data (Ji). Iteratively, NNMF may be applied to Ji such that subsequent Ii and Ji may be generated, where each Ii can be associated with a corresponding sub-frame image. At each iteration, the Ii may be sent to the display buffer for selective activation of multiple row and column drivers during a single sub-frame interval. At each iteration, a determination may be made if a predetermined criterion is satisfied. The iterations may be terminated and the series truncated when the predetermined criterion is satisfied. Integration of the sub-frame images displayed over a complete frame interval by human eye effectively corresponds to the source image.
    • 可以使用源图像数据的可分离非负矩阵序列表示(SNMSR)生成显示设备的驱动信号,并将非负矩阵分解(NNMF)处理应用于源图像数据以产生近似图像数据(Ii),部分和图像 数据(Pi)和残差图像数据(Ji)。 迭代地,NNMF可以应用于Ji,使得可以生成后续的Ii和Ji,其中每个I i可以与相应的子帧图像相关联。 在每次迭代时,可以在单个子帧间隔期间将Ii发送到显示缓冲器以选择性地激活多个行和列驱动器。 在每次迭代时,可以确定是否满足预定标准。 可以终止迭代,并且当满足预定标准时系列被截断。 通过人眼在整个帧间隔上显示的子帧图像的积分有效地对应于源图像。
    • 6. 发明授权
    • Miniature lenses, systems and methods of making the same
    • 微型镜头,系统和制作方法
    • US08587881B2
    • 2013-11-19
    • US13176565
    • 2011-07-05
    • Ashutosh SharmaAnkur Verma
    • Ashutosh SharmaAnkur Verma
    • G02B3/00
    • B29D11/00298B32B27/06B32B2457/12G02B3/0018Y10T428/24802
    • Techniques related to miniature lenses and lens arrays are generally described herein. The described techniques may be embodied in apparatuses, systems, methods and/or processes for making and using such lenses. In some examples, the various techniques may be utilized for miniature lenses such as nanometer to micron sized spherical lenses or lens arrays. An example process may include dewetting polymer films to form such lenses. The resulting lens-size may be tunable from about 200 nm to a few tens of microns, and more particularly in a range from about 200 nm to about 10 μm with spherical shapes of contact angles ranging from about 30° to about 150°. The resulting lenses may be tunable polymeric structures formed generally by self-organized room temperature dewetting of ultrathin polymer films by reducing the surface tension.
    • 本文通常描述与微型镜片和透镜阵列相关的技术。 所描述的技术可以体现在用于制造和使用这种透镜的装置,系统,方法和/或过程中。 在一些示例中,各种技术可以用于微型透镜,例如纳米至微米尺寸的球面透镜或透镜阵列。 示例性方法可以包括将聚合物膜去除以形成这种透镜。 所得到的镜片尺寸可以从约200nm调节到几十微米,更特别地在约200nm至约10μm的范围内,球形接触角范围为约30°至约150°。 所得到的透镜可以是可调节的聚合物结构,通常通过降低表面张力通过自组织室温去除超薄聚合物膜而形成。
    • 8. 发明申请
    • CONVERGENT MATRIX FACTORIZATION BASED ENTIRE FRAME IMAGE PROCESSING
    • 基于矩阵矩阵的整体框架图像处理
    • US20130127886A1
    • 2013-05-23
    • US13264712
    • 2011-02-09
    • Venkatesh K. SubramanianPreeti Dubey
    • Venkatesh K. SubramanianPreeti Dubey
    • G09G5/36
    • G09G5/36G09G3/2022G09G3/30G09G3/3216G09G2310/0208G09G2310/06G09G2320/0247G09G2320/043G09G2330/025
    • Drive signals for a display device may be generated using Separable Nonnegative Matrix Series Representation (SNMSR) of source image data and applying a non-negative matrix factorization (NNMF) process to source image data to generate approximation image data (Ii), partial sum image data (Pi) and residue image data (Ji). Iteratively, NNMF may be applied to Ji such that subsequent Ii and Ji may be generated, where each Ii can be associated with a corresponding sub-frame image. At each iteration, the Ii may be sent to the display buffer for selective activation of multiple row and column drivers during a single sub-frame interval. At each iteration, a determination may be made if a predetermined criterion is satisfied. The iterations may be terminated and the series truncated when the predetermined criterion is satisfied. Integration of the sub-frame images displayed over a complete frame interval by human eye effectively corresponds to the source image.
    • 可以使用源图像数据的可分离非负矩阵序列表示(SNMSR)生成显示设备的驱动信号,并且对源图像数据应用非负矩阵分解(NNMF)处理以产生近似图像数据(Ii),部分和图像 数据(Pi)和残差图像数据(Ji)。 迭代地,NNMF可以应用于Ji,使得可以生成后续的Ii和Ji,其中每个I i可以与相应的子帧图像相关联。 在每次迭代时,可以在单个子帧间隔期间将Ii发送到显示缓冲器以选择性地激活多个行和列驱动器。 在每次迭代时,可以确定是否满足预定标准。 可以终止迭代,并且当满足预定标准时系列被截断。 通过人眼在整个帧间隔上显示的子帧图像的积分有效地对应于源图像。