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    • 1. 发明授权
    • Image resizing for web-based image search
    • 基于Web的图像搜索的图像大小调整
    • US08270772B2
    • 2012-09-18
    • US13286111
    • 2011-10-31
    • Yan LuFeng WuRichard J. QianHeung-Yeung Shum
    • Yan LuFeng WuRichard J. QianHeung-Yeung Shum
    • G06K9/32G06K9/36G06K15/02G09G5/00
    • H04N19/625H04N19/132H04N19/14H04N19/172H04N19/587H04N19/59H04N19/85H04N19/86H04N19/90
    • Image resizing for web-based searching is described. In one implementation, a system resizes a user-selected thumbnail image into a larger version of the image that emulates the quality of a large, original image, but without downloading the original image. First, the system extracts resizing parameters when each thumbnail image is created. Then, the system creates a codebook of primitive visual elements extracted from a collection of training images. The primitive visual elements in the codebook provide universal visual parts for reconstructing images. The codebook and a resizing plug-in can be sent once to the user over a background channel. When the user selects a thumbnail image for enlargement, the system resizes the thumbnail image via interpolation and then refines the enlarged image with primitive visual elements from the codebook. The refinement creates an enlarged image that emulates the quality of the large, original image, without downloading the original image.
    • 描述了基于Web的搜索的图像调整大小。 在一个实现中,系统将用户选择的缩略图图像调整为模拟大的原始图像的质量但不下载原始图像的图像的较大版本。 首先,当创建每个缩略图时,系统提取调整大小的参数。 然后,系统创建从训练图像的集合中提取的原始视觉元素的码本。 码本中的原始视觉元素提供了用于重建图像的通用视觉部件。 码本和调整大小的插件可以通过背景频道一次发送给用户。 当用户选择缩放图像进行放大时,系统通过插值重新调整缩略图的大小,然后用码本中的原始视觉元素对放大图像进行细化。 细化创建一个放大的图像,可以模拟大型原始图像的质量,而无需下载原始图像。
    • 2. 发明授权
    • Image resizing for web-based image search
    • 基于Web的图像搜索的图像大小调整
    • US08081842B2
    • 2011-12-20
    • US12113007
    • 2008-04-30
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • G06K9/32G06K9/46G06F15/00G09G5/00
    • H04N19/625H04N19/132H04N19/14H04N19/172H04N19/587H04N19/59H04N19/85H04N19/86H04N19/90
    • Image resizing for web-based searching is described. In one implementation, a system resizes a user-selected thumbnail image into a larger version of the image that emulates the quality of a large, original image, but without downloading the original image. First, the system extracts resizing parameters when each thumbnail image is created. Then, the system creates a codebook of primitive visual elements extracted from a collection of training images. The primitive visual elements in the codebook provide universal visual parts for reconstructing images. The codebook and a resizing plug-in can be sent once to the user over a background channel. When the user selects a thumbnail image for enlargement, the system resizes the thumbnail image via interpolation and then refines the enlarged image with primitive visual elements from the codebook. The refinement creates an enlarged image that emulates the quality of the large, original image, without downloading the original image.
    • 描述了基于Web的搜索的图像调整大小。 在一个实现中,系统将用户选择的缩略图图像调整为模拟大的原始图像的质量但不下载原始图像的图像的较大版本。 首先,当创建每个缩略图时,系统提取调整大小的参数。 然后,系统创建从训练图像的集合中提取的原始视觉元素的码本。 码本中的原始视觉元素提供了用于重建图像的通用视觉部件。 码本和调整大小的插件可以通过背景频道一次发送给用户。 当用户选择缩放图像进行放大时,系统通过插值重新调整缩略图的大小,然后用码本中的原始视觉元素对放大图像进行细化。 细化创建一个放大的图像,可以模拟大型原始图像的质量,而无需下载原始图像。
    • 3. 发明申请
    • IMAGE RESIZING FOR WEB-BASED IMAGE SEARCH
    • 基于WEB的图像搜索的图像调整
    • US20120045118A1
    • 2012-02-23
    • US13286111
    • 2011-10-31
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • G06K9/62
    • H04N19/625H04N19/132H04N19/14H04N19/172H04N19/587H04N19/59H04N19/85H04N19/86H04N19/90
    • Image resizing for web-based searching is described. In one implementation, a system resizes a user-selected thumbnail image into a larger version of the image that emulates the quality of a large, original image, but without downloading the original image. First, the system extracts resizing parameters when each thumbnail image is created. Then, the system creates a codebook of primitive visual elements extracted from a collection of training images. The primitive visual elements in the codebook provide universal visual parts for reconstructing images. The codebook and a resizing plug-in can be sent once to the user over a background channel. When the user selects a thumbnail image for enlargement, the system resizes the thumbnail image via interpolation and then refines the enlarged image with primitive visual elements from the codebook. The refinement creates an enlarged image that emulates the quality of the large, original image, without downloading the original image.
    • 描述了基于Web的搜索的图像调整大小。 在一个实现中,系统将用户选择的缩略图图像调整为模拟大的原始图像的质量但不下载原始图像的图像的较大版本。 首先,当创建每个缩略图时,系统提取调整大小的参数。 然后,系统创建从训练图像的集合中提取的原始视觉元素的码本。 码本中的原始视觉元素提供了用于重建图像的通用视觉部件。 码本和调整大小的插件可以通过背景频道一次发送给用户。 当用户选择缩放图像进行放大时,系统通过插值重新调整缩略图的大小,然后用码本中的原始视觉元素对放大图像进行细化。 细化创建一个放大的图像,可以模拟大型原始图像的质量,而无需下载原始图像。
    • 4. 发明申请
    • Image Resizing for Web-based Image Search
    • 基于Web的图像搜索的图像调整大小
    • US20090252431A1
    • 2009-10-08
    • US12113007
    • 2008-04-30
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • Yan LuFeng WuRichard QianHeung-Yeung Shum
    • G06K9/36
    • H04N19/625H04N19/132H04N19/14H04N19/172H04N19/587H04N19/59H04N19/85H04N19/86H04N19/90
    • Image resizing for web-based searching is described. In one implementation, a system resizes a user-selected thumbnail image into a larger version of the image that emulates the quality of a large, original image, but without downloading the original image. First, the system extracts resizing parameters when each thumbnail image is created. Then, the system creates a codebook of primitive visual elements extracted from a collection of training images. The primitive visual elements in the codebook provide universal visual parts for reconstructing images. The codebook and a resizing plug-in can be sent once to the user over a background channel. When the user selects a thumbnail image for enlargement, the system resizes the thumbnail image via interpolation and then refines the enlarged image with primitive visual elements from the codebook. The refinement creates an enlarged image that emulates the quality of the large, original image, without downloading the original image.
    • 描述了基于Web的搜索的图像调整大小。 在一个实现中,系统将用户选择的缩略图图像调整为模拟大的原始图像的质量但不下载原始图像的图像的较大版本。 首先,当创建每个缩略图时,系统提取调整大小的参数。 然后,系统创建从训练图像的集合中提取的原始视觉元素的码本。 码本中的原始视觉元素提供了用于重建图像的通用视觉部件。 码本和调整大小的插件可以通过背景频道一次发送给用户。 当用户选择缩放图像进行放大时,系统通过插值重新调整缩略图的大小,然后用码本中的原始视觉元素对放大图像进行细化。 细化创建一个放大的图像,可以模拟大型原始图像的质量,而无需下载原始图像。
    • 5. 发明授权
    • High dynamic range texture compression
    • 高动态范围纹理压缩
    • US08498476B2
    • 2013-07-30
    • US13429208
    • 2012-03-23
    • Yan LuWen SunFeng WuShipeng Li
    • Yan LuWen SunFeng WuShipeng Li
    • G06K9/00
    • G06T9/00
    • A method for compressing a high dynamic range (HDR) texture. A first block of texels of the HDR texture in a red-green-blue (RGB) space may be transformed to a second block of texels in a luminance-chrominance space. The first block may have red values, green values and blue values. The second block may have luminance values and chrominance values. The chrominance values may be based on a sum of the red values, a sum of the green values and a sum of the blue values. The luminance values and the chrominance values may be converted to an 8-bit integer format. The luminance values may be modified to restore a local linearity property to the second block. The second block may be compressed.
    • 一种用于压缩高动态范围(HDR)纹理的方法。 红 - 绿 - 蓝(RGB)空间中的HDR纹理的纹素的第一块可以被变换为亮度 - 色度空间中的第二纹理纹理块。 第一个块可能具有红色值,绿色值和蓝色值。 第二块可以具有亮度值和色度值。 色度值可以基于红色值的总和,绿色值的和与蓝色值的和。 亮度值和色度值可以被转换成8位整数格式。 可以修改亮度值以恢复与第二块的局部线性特性。 第二个块可能被压缩。
    • 7. 发明授权
    • Textual image coding
    • 文字图像编码
    • US07903873B2
    • 2011-03-08
    • US11855075
    • 2007-09-13
    • Yan LuFeng WuWenpeng DingShipeng Li
    • Yan LuFeng WuWenpeng DingShipeng Li
    • G06K9/36
    • G06T9/00H04N1/644H04N19/12H04N19/124H04N19/136H04N19/176H04N19/186H04N19/61H04N19/91
    • Textual image coding involves coding textual portions of an image. In an example embodiment, a textual block of an image is decomposed into multiple base colors and an index map, with the index map having index values that each reference a base color so as to represent the textual block. A set of neighbor index values are ascertained for a particular index of the index map. A context that matches the neighbor index values is generated from among multiple contexts. The matching context includes a set of symbols. At least one symbol-to-value mapping is determined based on the matching context and a symbol to which the particular index corresponds. The particular index is remapped to a particular value in accordance with the symbol-to-value mapping and the symbol to which the particular index corresponds.
    • 文本图像编码涉及对图像的文本部分进行编码。 在示例实施例中,图像的文本块被分解为多个基色和索引图,索引图具有每个引用基色以便表示文本块的索引值。 确定索引图的特定索引的一组邻近索引值。 从多个上下文中生成匹配邻居索引值的上下文。 匹配的上下文包括一组符号。 基于匹配上下文和特定索引对应的符号来确定至少一个符号到值映射。 根据符号对值映射和特定索引对应的符号将特定索引重新映射到特定值。
    • 9. 发明授权
    • Resizing of digital images
    • 调整数字图像的大小
    • US08565554B2
    • 2013-10-22
    • US12684925
    • 2010-01-09
    • Yan LuWen SunFeng WuShipeng Li
    • Yan LuWen SunFeng WuShipeng Li
    • G06K9/32
    • G06T3/4007G06F3/14G09G2320/0613G09G2320/0626G09G2340/0407
    • Digital images are resized according to a prescribed image scaling factor. An original image is re-sampled according to the scaling factor, resulting in an initial resized image. A probability of text (POT) map is generated for the initial resized image, where the POT map specifies a smoothed POT value for each pixel in the initial resized image. A weighting factor (WF) map is generated which maps each different smoothed POT value to a particular WF value. The WF map is used to calculate an adjusted luminance value for each pixel in the initial resized image, resulting in a final resized image.
    • 数字图像根据规定的图像缩放因子调整大小。 根据缩放因子重新采样原始图像,导致初始调整大小的图像。 为初始调整大小的图像生成文本(POT)图的概率,其中POT映射指定初始调整大小的图像中每个像素的平滑POT值。 生成加权因子(WF)图,其将每个不同的平滑POT值映射到特定的WF值。 WF图用于计算初始调整大小的图像中每个像素的调整亮度值,得到最终调整大小的图像。