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    • 1. 发明授权
    • System and method for progressive delivery of multimedia objects
    • 逐行递送多媒体对象的系统和方法
    • US08775662B2
    • 2014-07-08
    • US11535765
    • 2006-09-27
    • En-Hui YangAjit SinghBrian LambLongji Wang
    • En-Hui YangAjit SinghBrian LambLongji Wang
    • G06F15/16
    • H04W12/06G06F17/30899H04L63/20H04L65/4069H04L67/02H04N21/234327H04N21/41407H04N21/64322H04W28/06
    • The present disclosure relates to methods and systems for progressively delivering multimedia content over a network. According to one aspect, a system for delivering multimedia content through a network includes a server side sub-system and a client side sub-system. The server side sub-system is configured to: concurrently send a first predetermined portion of each of the plurality of objects through the network, wherein the first predetermined portion is less than a complete object for at least one of the plurality of objects; and after sending the first predetermined portion of each of the plurality of objects, successively send subsequent predetermined portions of each of the plurality of objects until all portions of the plurality of objects have been sent. The client side sub-system is configured to: receive the first predetermined portion of each of the plurality of objects through the network; and after receiving the first predetermined portion of each of the plurality of objects, successively receive subsequent predetermined portions of each of the plurality of objects until all portions of each of the plurality of objects have been received.
    • 本公开涉及通过网络逐渐递送多媒体内容的方法和系统。 根据一方面,通过网络传送多媒体内容的系统包括服务器侧子系统和客户端子系统。 服务器侧子系统被配置为:通过网络同时发送多个对象中的每一个的第一预定部分,其中第一预定部分小于多个对象中的至少一个的完整对象; 并且在发送所述多个对象中的每一个的所述第一预定部分之后,连续发送所述多个对象中的每一个的后续预定部分,直到所述多个对象的所有部分已被发送。 客户侧子系统被配置为:通过网络接收多个对象中的每一个的第一预定部分; 并且在接收到多个对象中的每一个的第一预定部分之后,连续接收多个对象中的每一个的后续预定部分,直到已经接收到多个对象中的每一个的所有部分。
    • 2. 发明授权
    • Arbitrary ratio image resizing in the DCT domain
    • DCT域中的任意比例图像调整大小
    • US08478059B2
    • 2013-07-02
    • US13535945
    • 2012-06-28
    • Longji WangEn-hui Yang
    • Longji WangEn-hui Yang
    • G06K9/36G06K9/46G06K9/32
    • H04N19/122G06T3/4084H04N19/124H04N19/134H04N19/176H04N19/59H04N19/60
    • To resize a compressed image, first and second scaling parameters P and Q are determined in accordance with the block numbers L and M and the scaling ratio L/M or M/L. A non-uniform, or uneven, sampling in the DCT domain is then applied to coefficients of successive blocks in the compressed image in accordance with the scaling parameters. In an embodiment, P blocks are sampled and transformed from a given block length to |P| according to a |P|-point IDCT, while Q blocks are sampled and transformed from a given block length to |Q| according to a |Q|-point IDCT. The non-uniformly sampled and transformed pixel domain samples are then regrouped into a predetermined block size and transformed back to generate the DCT coefficient of the compressed image. The proposed method significantly reduces the computational complexity compared with other DCT domain arbitrary ratio image resizing approach.
    • 为了调整压缩图像的大小,根据块号L和M以及缩放比例L / M或M / L来确定第一和第二缩放参数P和Q。 然后根据缩放参数将DCT域中的不均匀或不均匀的采样应用于压缩图像中的连续块的系数。 在一个实施例中,对P块进行采样并从给定块长度变换为| P | 根据| P |点IDCT,而Q块被从采样和从给定块长度变换到| Q | 根据| Q | -point IDCT。 然后将非均匀采样和变换的像素域样本重新组合成预定的块大小并转换回生成压缩图像的DCT系数。 与其他DCT域任意比例图像调整大小方法相比,所提出的方法显着降低了计算复杂度。
    • 3. 发明授权
    • Method, system and computer program product for optimization of data compression
    • 方法,系统和计算机程序产品优化数据压缩
    • US08374449B2
    • 2013-02-12
    • US13166951
    • 2011-06-23
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/46
    • H03M7/4006H03M7/46H04N19/124H04N19/13H04N19/147H04N19/176H04N19/19H04N19/60H04N19/91H04N19/93
    • A sequence of n coefficients is compressed by determining a cost-determined sequence of n coefficient indices represented by a cost-determined sequence of (run, index derivative) pairs under a given quantization table and run-index derivative coding distribution, wherein each sequence of (run, index derivative) pairs defines a corresponding sequence of coefficient indices such that (i) each index in the corresponding sequence of coefficient indices is a digital number, (ii) the corresponding sequence of coefficient indices includes a plurality of values including a special value, and (iii) each (run, index derivative) pair defines a run value representing a number of consecutive indices of the special value, and an index-based value derived from a value of the index following the number of consecutive indices of the special value. This involves (a) using the given quantization table and run-index derivative coding distribution to formulate a cost function for a plurality of possible sequences of (run, index derivative) pairs; (b) applying the cost function to each possible sequence in the plurality of possible sequences of (run, index derivative) pairs to determine an associated cost; and, (c) selecting the cost-determined sequence of (run, index derivative) pairs from the plurality of possible sequences of (run, index derivative) pairs based on the associated cost of each of the plurality of possible sequences of (run, index derivative) pairs; and encoding the corresponding selected cost-determined sequence of (run, index derivative) pairs using entropy coding based on a run-index derivative coding distribution.
    • 通过确定在给定量化表和运行指数导数编码分布下由成本确定的(运行,索引导数)对序列表示的n个系数索引的成本确定的序列来压缩n个系数的序列,其中每个序列 (运行,索引导数)对定义相应的系数索引序列,使得(i)系数索引的相应序列中的每个索引是数字数字,(ii)系数索引的相应序列包括多个值,包括特殊的 值,和(iii)每个(运行,索引导数)对定义表示特殊值的连续索引的数目的运行值,以及基于索引的值,该索引依据索引的值, 特价。 这涉及(a)使用给定的量化表和运行指数导数编码分布来为多个可能的(运行,索引导数)对序列制定成本函数; (b)将成本函数应用于(run,index)对的多个可能序列中的每个可能序列,以确定相关联的成本; 以及(c)基于多个可能的序列(run,index)中的每个的相关联的成本,从(run,index)对的多个可能序列中选择成本确定的(run,index) 指数衍生)对; 以及使用基于运行折射导数编码分布的熵编码对相应的所选成本确定的(运行,索引导数)对序列进行编码。
    • 4. 发明申请
    • METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR OPTIMIZATION OF DATA COMPRESSION
    • 方法,系统和计算机程序产品优化数据压缩
    • US20120014615A1
    • 2012-01-19
    • US13166951
    • 2011-06-23
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/00
    • H03M7/4006H03M7/46H04N19/124H04N19/13H04N19/147H04N19/176H04N19/19H04N19/60H04N19/91H04N19/93
    • A sequence of n coefficients is compressed by determining a cost-determined sequence of n coefficient indices represented by a cost-determined sequence of (run, index derivative) pairs under a given quantization table and run-index derivative coding distribution, wherein each sequence of (run, index derivative) pairs defines a corresponding sequence of coefficient indices such that (i) each index in the corresponding sequence of coefficient indices is a digital number, (ii) the corresponding sequence of coefficient indices includes a plurality of values including a special value, and (iii) each (run, index derivative) pair defines a run value representing a number of consecutive indices of the special value, and an index-based value derived from a value of the index following the number of consecutive indices of the special value. This involves (a) using the given quantization table and run-index derivative coding distribution to formulate a cost function for a plurality of possible sequences of (run, index derivative) pairs; (b) applying the cost function to each possible sequence in the plurality of possible sequences of (run, index derivative) pairs to determine an associated cost; and, (c) selecting the cost-determined sequence of (run, index derivative) pairs from the plurality of possible sequences of (run, index derivative) pairs based on the associated cost of each of the plurality of possible sequences of (run, index derivative) pairs; and encoding the corresponding selected cost-determined sequence of (run, index derivative) pairs using entropy coding based on a run-index derivative coding distribution.
    • 通过确定在给定量化表和运行指数导数编码分布下由成本确定的(运行,索引导数)对序列表示的n个系数索引的成本确定的序列来压缩n个系数的序列,其中每个序列 (运行,索引导数)对定义相应的系数索引序列,使得(i)系数索引的相应序列中的每个索引是数字数字,(ii)系数索引的相应序列包括多个值,包括特殊的 值,和(iii)每个(运行,索引导数)对定义表示特殊值的连续索引的数目的运行值,以及基于索引的值,该索引依据索引的值, 特价。 这涉及(a)使用给定的量化表和运行指数导数编码分布来为多个可能的(运行,索引导数)对序列制定成本函数; (b)将成本函数应用于(run,index)对的多个可能序列中的每个可能序列,以确定相关联的成本; 以及(c)基于多个可能的序列(run,index)中的每个的相关联的成本,从(run,index)对的多个可能序列中选择成本确定的(run,index) 指数衍生)对; 以及使用基于运行折射导数编码分布的熵编码对相应的所选成本确定的(运行,索引导数)对序列进行编码。
    • 6. 发明授权
    • Method, system and computer program product for entropy constrained color splitting for palette images with pixel-wise splitting
    • 用于具有像素分割的调色板图像的熵约束色彩分割的方法,系统和计算机程序产品
    • US08503807B2
    • 2013-08-06
    • US13559854
    • 2012-07-27
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/46
    • H04N1/64H04N19/103H04N19/147H04N19/182H04N19/186H04N19/19H04N19/91H04N19/94H04N19/96
    • A method, system and computer program product are provided for progressively encoding a digitized color image using a data processing system, the digitized color image being provided by assigning each of the M distinct colors to at least one pixel in the set of pixels. This involves initializing and growing the tree structure by selecting a leaf node n to become a non-leaf node n linked to two new leaf nodes based on an associated achievable cost, wherein the associated achievable cost is based on 1) a determined associated change in distortion resulting from turning the leaf node into the non-leaf node linked to the two new leaf nodes; and 2) a determined associated increase in entropy rate resulting from turning the leaf node into the non-leaf node linked to the two new leaf nodes.
    • 提供了一种方法,系统和计算机程序产品,用于使用数据处理系统逐行编码数字化彩色图像,通过将M个不同颜色中的每一个分配给该像素组中的至少一个像素来提供数字化彩色图像。 这涉及到通过基于相关的可实现成本选择叶节点n来变成链接到两个新叶节点的非叶节点n来初始化和增长树结构,其中相关联的可实现成本基于1)确定的相关联的变化 将叶节点转换为与两个新叶节点相连的非叶节点产生的失真; 和2)通过将叶节点转换为链接到两个新叶节点的非叶节点而导致的确定的熵率的相关联的增加。
    • 8. 发明授权
    • Method, system and computer program product for optimization of data compression
    • 方法,系统和计算机程序产品优化数据压缩
    • US07978923B2
    • 2011-07-12
    • US12774313
    • 2010-05-05
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/46
    • H03M7/4006H03M7/46H04N19/124H04N19/13H04N19/147H04N19/176H04N19/19H04N19/60H04N19/91H04N19/93
    • A sequence of n coefficients is compressed by determining a cost-determined sequence of n coefficient indices represented by a cost-determined sequence of (run, index derivative) pairs under a given quantization table and run-index derivative coding distribution, wherein each sequence of (run, index derivative) pairs defines a corresponding sequence of coefficient indices such that (i) each index in the corresponding sequence of coefficient indices is a digital number, (ii) the corresponding sequence of coefficient indices includes a plurality of values including a special value, and (iii) each (run, index derivative) pair defines a run value representing a number of consecutive indices of the special value, and an index-based value derived from a value of the index following the number of consecutive indices of the special value. This involves (a) using the given quantization table and run-index derivative coding distribution to formulate a cost function for a plurality of possible sequences of (run, index derivative) pairs; (b) applying the cost function to each possible sequence in the plurality of possible sequences of (run, index derivative) pairs to determine an associated cost; and, (c) selecting the cost-determined sequence of (run, index derivative) pairs from the plurality of possible sequences of (run, index derivative) pairs based on the associated cost of each of the plurality of possible sequences of (run, index derivative) pairs; and encoding the corresponding selected cost-determined sequence of (run, index derivative) pairs using entropy coding based on a run-index derivative coding distribution.
    • 通过确定在给定量化表和运行指数导数编码分布下由成本确定的(运行,索引导数)对序列表示的n个系数索引的成本确定的序列来压缩n个系数的序列,其中每个序列 (运行,索引导数)对定义相应的系数索引序列,使得(i)系数索引的相应序列中的每个索引是数字数字,(ii)系数索引的相应序列包括多个值,包括特殊的 值,和(iii)每个(运行,索引导数)对定义表示特殊值的连续索引的数目的运行值,以及基于索引的值,该索引依据索引的值, 特价。 这涉及(a)使用给定的量化表和运行指数导数编码分布来为多个可能的(运行,索引导数)对序列制定成本函数; (b)将成本函数应用于(run,index)对的多个可能序列中的每个可能序列,以确定相关联的成本; 以及(c)基于多个可能的序列(run,index)中的每个的相关联的成本,从(run,index)对的多个可能序列中选择成本确定的(run,index) 指数衍生)对; 以及使用基于运行折射导数编码分布的熵编码对相应的所选成本确定的(运行,索引导数)对序列进行编码。
    • 9. 发明申请
    • METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR OPTIMIZATION OF DATA COMPRESSION
    • 方法,系统和计算机程序产品优化数据压缩
    • US20100272373A1
    • 2010-10-28
    • US12774313
    • 2010-05-05
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/46
    • H03M7/4006H03M7/46H04N19/124H04N19/13H04N19/147H04N19/176H04N19/19H04N19/60H04N19/91H04N19/93
    • A sequence of n coefficients is compressed by determining a cost-determined sequence of n coefficient indices represented by a cost-determined sequence of (run, index derivative) pairs under a given quantization table and run-index derivative coding distribution, wherein each sequence of (run, index derivative) pairs defines a corresponding sequence of coefficient indices such that (i) each index in the corresponding sequence of coefficient indices is a digital number, (ii) the corresponding sequence of coefficient indices includes a plurality of values including a special value, and (iii) each (run, index derivative) pair defines a run value representing a number of consecutive indices of the special value, and an index-based value derived from a value of the index following the number of consecutive indices of the special value. This involves (a) using the given quantization table and run-index derivative coding distribution to formulate a cost function for a plurality of possible sequences of (run, index derivative) pairs; (b) applying the cost function to each possible sequence in the plurality of possible sequences of (run, index derivative) pairs to determine an associated cost; and, (c) selecting the cost-determined sequence of (run, index derivative) pairs from the plurality of possible sequences of (run, index derivative) pairs based on the associated cost of each of the plurality of possible sequences of (run, index derivative) pairs; and encoding the corresponding selected cost-determined sequence of (run, index derivative) pairs using entropy coding based on a run-index derivative coding distribution.
    • 通过确定在给定量化表和运行指数导数编码分布下由成本确定的(运行,索引导数)对序列表示的n个系数索引的成本确定的序列来压缩n个系数的序列,其中每个序列 (运行,索引导数)对定义相应的系数索引序列,使得(i)系数索引的相应序列中的每个索引是数字数字,(ii)系数索引的相应序列包括多个值,包括特殊的 值,以及(iii)每个(运行,索引导数)对定义表示特殊值的连续索引的数目的运行值,以及基于索引的值,该值基于索引的值, 特价。 这涉及(a)使用给定的量化表和运行指数导数编码分布来为多个可能的(运行,索引导数)对序列制定成本函数; (b)将成本函数应用于(run,index)对的多个可能序列中的每个可能序列,以确定相关联的成本; 以及(c)基于多个可能的序列(run,index)中的每个的相关联的成本,从(run,index)对的多个可能序列中选择成本确定的(run,index) 指数衍生)对; 以及使用基于运行折射导数编码分布的熵编码对相应的所选成本确定的(运行,索引导数)对序列进行编码。
    • 10. 发明授权
    • Method, system and computer program product for optimization of data compression
    • 方法,系统和计算机程序产品优化数据压缩
    • US07742643B2
    • 2010-06-22
    • US11180513
    • 2005-07-14
    • En-hui YangLongji Wang
    • En-hui YangLongji Wang
    • G06K9/36
    • H03M7/4006H03M7/46H04N19/124H04N19/13H04N19/147H04N19/176H04N19/19H04N19/60H04N19/91H04N19/93
    • A sequence of n coefficients is compressed by determining a cost-determined sequence of n coefficient indices represented by a cost-determined sequence of (run, index derivative) pairs under a given quantization table and run-index derivative coding distribution, wherein each sequence of (run, index derivative) pairs defines a corresponding sequence of coefficient indices such that (i) each index in the corresponding sequence of coefficient indices is a digital number, (ii) the corresponding sequence of coefficient indices includes a plurality of values including a special value, and (iii) each (run, index derivative) pair defines a run value representing a number of consecutive indices of the special value, and an index-based value derived from a value of the index following the number of consecutive indices of the special value. This involves (a) using the given quantization table and run-index derivative coding distribution to formulate a cost function for a plurality of possible sequences of (run, index derivative) pairs; (b) applying the cost function to each possible sequence in the plurality of possible sequences of (run, index derivative) pairs to determine an associated cost; and, (c) selecting the cost-determined sequence of (run, index derivative) pairs from the plurality of possible sequences of (run, index derivative) pairs based on the associated cost of each of the plurality of possible sequences of (run, index derivative) pairs; and encoding the corresponding selected cost-determined sequence of (run, index derivative) pairs using entropy coding based on a run-index derivative coding distribution.
    • 通过确定在给定量化表和运行指数导数编码分布下由成本确定的(运行,索引导数)对序列表示的n个系数索引的成本确定的序列来压缩n个系数的序列,其中每个序列 (运行,索引导数)对定义相应的系数索引序列,使得(i)系数索引的相应序列中的每个索引是数字数字,(ii)系数索引的相应序列包括多个值,包括特殊的 值,和(iii)每个(运行,索引导数)对定义表示特殊值的连续索引的数目的运行值,以及基于索引的值,该索引依据索引的值, 特价。 这涉及(a)使用给定的量化表和运行指数导数编码分布来为多个可能的(运行,索引导数)对序列制定成本函数; (b)将成本函数应用于(run,index)对的多个可能序列中的每个可能序列,以确定相关联的成本; 以及(c)基于多个可能的序列(run,index)中的每个的相关联的成本,从(run,index)对的多个可能序列中选择成本确定的(run,index) 指数衍生)对; 以及使用基于运行折射导数编码分布的熵编码对相应的所选成本确定的(运行,索引导数)对序列进行编码。