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    • 42. 发明授权
    • Image descriptor quantization
    • 图像描述符量化
    • US08208731B2
    • 2012-06-26
    • US12098458
    • 2008-04-07
    • Simon Winder
    • Simon Winder
    • G06K9/46G06K9/00G06K9/60
    • G06K9/4671
    • Image descriptor quantization technique embodiments are presented which quantize an image descriptor defined by a vector of number elements. This is generally accomplished by lowering the number of bits per number element to a prescribed degree. The resulting quantized image descriptor exhibits minimal loss of matching reliability while at the same time reducing the amount of storage space needed to store the descriptor in a database. Lowering the number of bits per number element also allows for increased matching speed.
    • 提供了图像描述符量化技术实施例,其量化由数字元素的向量定义的图像描述符。 这通常通过将每个元件的位数减少到规定的程度来实现。 所产生的量化图像描述符表现出匹配可靠性的最小损失,同时减少将描述符存储在数据库中所需的存储空间量。 降低每个数字元素的位数也允许增加匹配速度。
    • 44. 发明授权
    • Image descriptor quantization
    • 图像描述符量化
    • US08712159B2
    • 2014-04-29
    • US13487181
    • 2012-06-02
    • Simon Winder
    • Simon Winder
    • G06K9/46G06K9/00G06K9/60
    • G06K9/4671
    • Image descriptor quantization technique embodiments are presented which quantize an image descriptor defined by a vector of number elements. This is generally accomplished by lowering the number of bits per number element to a prescribed degree. The resulting quantized image descriptor exhibits minimal loss of matching reliability while at the same time reducing the amount of storage space needed to store the descriptor in a database. Lowering the number of bits per number element also allows for increased matching speed.
    • 提供了图像描述符量化技术实施例,其量化由数字元素的向量定义的图像描述符。 这通常通过将每个元件的位数减少到规定的程度来实现。 所得到的量化图像描述符表现出最小的匹配可靠性损失,同时减少了将描述符存储在数据库中所需的存储空间量。 降低每个数字元素的位数也允许增加匹配速度。
    • 45. 发明申请
    • IMAGE DESCRIPTOR QUANTIZATION
    • 图像描述符量化
    • US20120237134A1
    • 2012-09-20
    • US13487181
    • 2012-06-02
    • Simon Winder
    • Simon Winder
    • G06K9/00
    • G06K9/4671
    • Image descriptor quantization technique embodiments are presented which quantize an image descriptor defined by a vector of number elements. This is generally accomplished by lowering the number of bits per number element to a prescribed degree. The resulting quantized image descriptor exhibits minimal loss of matching reliability while at the same time reducing the amount of storage space needed to store the descriptor in a database. Lowering the number of bits per number element also allows for increased matching speed.
    • 提供了图像描述符量化技术实施例,其量化由数字元素的向量定义的图像描述符。 这通常通过将每个元件的位数减少到规定的程度来实现。 所产生的量化图像描述符表现出匹配可靠性的最小损失,同时减少将描述符存储在数据库中所需的存储空间量。 降低每个数字元素的位数也允许增加匹配速度。
    • 46. 发明授权
    • Local image descriptors
    • 本地图像描述符
    • US07970226B2
    • 2011-06-28
    • US11738875
    • 2007-04-23
    • Simon WinderMatthew Brown
    • Simon WinderMatthew Brown
    • G06K9/40
    • G06K9/4671
    • A local image descriptor generation technique that produces a descriptor for an image patch is presented. The technique generally involves smoothing the pixels of the image patch, followed by employing a transformation to produce a transform vector for each of a set of sample points spaced across the image patch. The transform vectors are weighted and spatially accumulated to produce a prescribed number of linearly summed vectors. The linearly summed vectors are concatenated to form a raw local image descriptor, which is normalized to produce a finalized descriptor for the image patch.
    • 提出了一种产生图像补丁描述符的本地图像描述符生成技术。 该技术通常涉及平滑图像块的像素,随后采用变换来产生跨越图像块的一组采样点中的每一个的变换向量。 对变换矢量进行加权和空间累积,以产生规定数量的线性相加向量。 线性相加向量被连接以形成原始局部图像描述符,其被归一化以产生用于图像块的最终描述符。
    • 47. 发明申请
    • IMAGE DESCRIPTOR QUANTIZATION
    • 图像描述符量化
    • US20090252428A1
    • 2009-10-08
    • US12098458
    • 2008-04-07
    • Simon Winder
    • Simon Winder
    • G06K9/00
    • G06K9/4671
    • Image descriptor quantization technique embodiments are presented which quantize an image descriptor defined by a vector of number elements. This is generally accomplished by lowering the number of bits per number element to a prescribed degree. The resulting quantized image descriptor exhibits minimal loss of matching reliability while at the same time reducing the amount of storage space needed to store the descriptor in a database. Lowering the number of bits per number element also allows for increased matching speed.
    • 提供了图像描述符量化技术实施例,其量化由数字元素的向量定义的图像描述符。 这通常通过将每个元件的位数减少到规定的程度来实现。 所产生的量化图像描述符表现出匹配可靠性的最小损失,同时减少将描述符存储在数据库中所需的存储空间量。 降低每个数字元素的位数也允许增加匹配速度。
    • 48. 发明申请
    • INTEREST POINT DETECTION
    • 兴趣点检测
    • US20080267506A1
    • 2008-10-30
    • US11739672
    • 2007-04-24
    • Simon Winder
    • Simon Winder
    • G06K9/46
    • G06K9/4671
    • An interest point detection technique is presented. More particularly, for each of possibly multiple image pyramid resolutions, a cornerness image is generated. One or more potential interest point locations are identified in the cornerness image. This involves finding locations associated with a pixel that exhibits a higher corner strength value than pixels in a prescribed-sized surrounding pixel neighborhood. The potential interest point locations are then clustered to identify groups that likely derive from a same 2D structure. Potential interest point locations in one or more of the identified groups are respectively combined to produce a single location that represents the combined group. The representative location of each group having one is then designated as an interest point. An optional location refinement can also be implemented.
    • 提出了一种兴趣点检测技术。 更具体地,对于可能的多个图像金字塔分辨率中的每一个,生成角部图像。 在角度图像中识别一个或多个潜在的兴趣点位置。 这涉及找到与规定大小的周围像素邻域中的像素相比具有更高角强度值的像素的位置。 然后将潜在的兴趣点位置聚类以识别可能来自相同2D结构的组。 分别组合一个或多个识别组中的潜在兴趣点位置以产生表示组合组的单个位置。 然后,将具有一个的每个组的代表性位置指定为兴趣点。 还可以实现可选的位置细化。
    • 49. 发明申请
    • LOCAL IMAGE DESCRIPTORS
    • 本地图像描述符
    • US20080260274A1
    • 2008-10-23
    • US11738875
    • 2007-04-23
    • Simon WinderMatthew Brown
    • Simon WinderMatthew Brown
    • G06K9/36
    • G06K9/4671
    • A local image descriptor generation technique that produces a descriptor for an image patch is presented. The technique generally involves smoothing the pixels of the image patch, followed by employing a transformation to produce a transform vector for each of a set of sample points spaced across the image patch. The transform vectors are weighted and spatially accumulated to produce a prescribed number of linearly summed vectors. The linearly summed vectors are concatenated to form a raw local image descriptor, which is normalized to produce a finalized descriptor for the image patch.
    • 提出了一种产生图像补丁描述符的本地图像描述符生成技术。 该技术通常涉及平滑图像块的像素,随后采用变换来产生跨越图像块的一组采样点中的每一个的变换向量。 对变换矢量进行加权和空间累积,以产生规定数量的线性相加向量。 线性相加矢量被连接以形成原始局部图像描述符,其被归一化以产生用于图像块的最终描述符。