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序号 专利名 申请号 申请日 公开(公告)号 公开(公告)日 发明人
1 用于优化失真和比特率的编码技术 CN201880058760.4 2018-07-16 CN111066327A 2020-04-24 扬尼斯·卡特萨翁尼迪斯
一种编码引擎对视频序列编码以对于给定的比特率提供最优质量。编码引擎将视频序列切割成镜头序列的集合。每个镜头序列包括从特定捕捉点捕捉的视频。编码引擎在某个范围的不同分辨率上对每个镜头序列重采样,用某个范围的质量参数对每个重采样序列编码,然后将每个编码序列上采样到视频序列的原始分辨率。对于每个上采样序列,编码引擎计算质量度量并且生成包括质量度量和重采样分辨率的数据点。编码引擎收集所有这种数据点,然后计算所得到的数据集合的凸包。基于所有镜头序列上的所有凸包,编码引擎为某个范围的比特率确定镜头序列的最优集合。
2 比特平面并行的率失真优化截取内嵌码编码装置 CN200310105817.7 2003-10-13 CN1262973C 2006-07-05 刘凯; 李云松; 吴成柯; 庄怀宇; 曹斌
发明涉及一种比特平面并行的率失真优化截取内嵌码编码结构。该结构包括小波变换器,小波系数输出器,外部存储器,并行比特平面编码器,并行缓冲器,复选器,算术编码器。小波变换器对图像进行小波变换得到小波系数,存入到外部存储器,小波系数输出器读出小波系数送给并行的各个比特平面编码器,组织该系数在对应平面的状态变量值,存储到对应的片内双端口存储器中,按照编码要求生成上下文和数据信息,存放到每个平面对应的上下文缓冲器中,各缓冲器中的上下文和数据通过复选器合输出到算术编码器进行压缩编码,产生压缩码流提供给后续编码模块进行优化截取,形成标准码流。可用于对各种数字设备的图像压缩编码及视频数据的网络传输等领域。
3 比特平面并行的率失真优化截取内嵌码编码结构 CN200310105817.7 2003-10-13 CN1529285A 2004-09-15 刘凯; 李云松; 吴成柯; 庄怀宇; 曹斌
发明涉及一种比特平面并行的率失真优化截取内嵌码编码结构。该结构包括小波变换器,小波系数输出器,外部存储器,并行比特平面编码器,并行缓冲器,复选器,算术编码器。小波变换器对图像进行小波变换得到小波系数,存入到外部存储器,小波系数输出器读出小波系数送给并行的各个比特平面编码器,组织该系数在对应平面的状态变量值,存储到对应的片内双端口存储器中,按照编码要求生成上下文和数据信息,存放到每个平面对应的上下文缓冲器中,各缓冲器中的上下文和数据通过复选器合输出到算术编码器进行压缩编码,产生压缩码流提供给后续编码模块进行优化截取,形成标准码流。可用于对各种数字设备的图像压缩编码及视频数据的网络传输等领域。
4 用于误差弹性视频编码间模式生成的比率失真优化 CN200880105912.8 2008-09-05 CN101960466A 2011-01-26 区子廉; 陈彦
当解码视频数据时,为被编码的视频数据提供间模式的最优选择,以实现增强的误差弹性。基于剩余能量和量化误差,确定用于帧间模式选择的从编码器解码器的端到端失真成本。使用基于剩余能量和量化误差以及最优拉格朗日参数的失真成本函数,选择用于编码期间使用的最优帧间模式,用于最大误差弹性。最优拉格朗日参数可以设为与具有由分组丢失率确定的缩放因子的无误差拉格朗日参数成比例。
5 METHOD AND APPARATUS FOR BIT RATE CONTROL IN SCALABLE VIDEO SIGNAL ENCODING USING A RATE-DISTORTION OPTIMISATION PCT/EP2007/051670 2007-02-21 WO2007101791A1 2007-09-13 ZHU, Li Hua; XU, Long; CHEN, Zhi Bo

In many video encoding bit rate control models such as TMN8 and RHO domain, the distortion D has been described as a uniform weighted distortion. According to the invention an approximated but still easy-to-use Laplacian distribution model is calculated for the quantisation step size adapta- tion in the macroblock layer bit rate control. The inventive bit rate control uses a pre-analysis step (LPPREA, HPPREA) that calculates the standard deviation of the input signal amplitudes in each macroblock in a Group of Frames. Using the corresponding standard deviation value determined in the pre-analysis step, in a motion estimation/compensation step (CQPEMB) the best mode for the P and B pictures and the ac- tual standard deviation of the prediction residual for the macroblocks are obtained, whereby a rate distortion optimi- sation processing using the Laplace distribution is per- formed. For I frames an intra prediction is carried out by which the best prediction mode and the actual standard de- viation of the prediction residual for the macroblocks are obtained, and a rate distortion optimisation processing us- ing the Laplace distribution is performed. Thereby for I and P frames the quantisation parameter for each macroblock is obtained and used in a corresponding quantisation that fol- lows transform (TRF1) of the prediction or motion estima- tion/compensation residual. For the B frames the bit rate control is carried out once again in an actual coding step, i.e. the quantisation parameter for a current macroblock is computed with the inventive improved TMN8 bit rate control using the best mode and the actual standard deviation obtained from the ME/MC stage.

6 利用移動經估測失真之圖框層級位元率控制的裝置、視訊編碼器及方法 TW102113795 2013-04-18 TWI532366B 2016-05-01 布雷洛夫斯基 艾雅; BRAILOVSKIY, ILYA V; 坦納 傑森; TANNER, JASON D.; 何連 詹姆士; HOLLAND, JAMES M.
7 Encoding a video with a variable frame-rate while minimizing total average distortion EP02008089.1 2002-04-11 EP1251701B1 2009-12-30 Vetro, Anthony; Sun, Huifang; Wang, Yao
8 Encoding a video with a variable frame-rate while minimizing total average distortion EP02008089.1 2002-04-11 EP1251701A3 2004-09-22 Vetro, Anthony; Sun, Huifang; Wang, Yao

A method encodes a video a video objects. For each candidate object, a quantizer parameter and a skip parameter that jointly minimizes an average total distortion in the video are determined while satisfying predetermined constraints. The average total distortion includes spatial distortion of coded objects and spatial and temporal distortion of uncoded objects. Then, the candidate objects is encoded as the coded objects with the quantizer parameter and the skip parameter, and the candidate objects is skipped as the uncoded objects with the skip parameter.

9 Probabilistic bit-rate and rate-distortion cost estimation for video coding US12537868 2009-08-07 US08160136B2 2012-04-17 Osman Gokhan Sezer
A method of video encoding is provided that includes computing spatial variance for video data in a block of a video sequence, estimating a first bit-rate based on the spatial variance, a transform coefficient threshold, and variance multiplicative factors empirically determined for first transform coefficients, and encoding the block based on the first bit-rate.
10 Probabilistic Bit-Rate and Rate-Distortion Cost Estimation for Video Coding US12537868 2009-08-07 US20110032983A1 2011-02-10 Osman Gokhan Sezer
A method of video encoding is provided that includes computing spatial variance for video data in a block of a video sequence, estimating a first bit-rate based on the spatial variance, a transform coefficient threshold, and variance multiplicative factors empirically determined for first transform coefficients, and encoding the block based on the first bit-rate.
11 使用於MPEG-4之具有位元率-失真度最佳化畫面內更新的容錯編碼器 A ROBUST MPEG-4 ENCODER WITH RATE-DISTORTION OPTIMIZED INTRA REFRESHMENT TW094104956 2005-02-18 TW200631347A 2006-09-01 蘇子良 SU, TZULIANG; 王俊能 WANG, CHUNG NENG; 蔣迪豪 CHIANG, TIHAO; 李志鴻 LI, CHIHHUNG
一種使用於MPEG–4視訊編碼器的畫面內更新(intra refreshment)方法與架構,其中根據視訊特性以及封包轉換串流方式和網路狀況的性質來加入畫面內部(intra)巨集區塊。所考慮的視訊特性包含動作訊息、畫面間預測的時間、每個畫面中內部巨集區塊的數量、以及編碼率和品質失真的總和成本。動作訊息和畫面間預測的關係可以用來計算每個巨集區塊的參照記錄。利用每個畫面中內部巨集區塊的數量,可將一個位元流中所具有的內部巨集區塊總數控制在一定的數量之內。
12 METHOD AND APPARATUS FOR BIT RATE CONTROL IN SCALABLE VIDEO SIGNAL ENCODING USING A RATE-DISTORTION OPTIMISATION EP07704683.7 2007-02-21 EP1992169B1 2018-05-16 ZHU, Li Hua; XU, Long; CHEN, Zhi Bo
In many video encoding bit rate control models such as TMN8 and RHO domain, the distortion D has been described as a uniform weighted distortion. According to the invention an approximated but still easy-to-use Laplacian distribution model is calculated for the quantisation step size adaptation in the macroblock layer bit rate control. The inventive bit rate control uses a pre-analysis step (LPPREA, HPPREA) that calculates the standard deviation of the input signal amplitudes in each macroblock in a Group of Frames. Using the corresponding standard deviation value determined in the pre-analysis step, in a motion estimation/compensation step (CQPEMB) the best mode for the P and B pictures and the actual standard deviation of the prediction residual for the macroblocks are obtained, whereby a rate distortion optimisation processing using the Laplace distribution is performed. For I frames an intra prediction is carried out by which the best prediction mode and the actual standard deviation of the prediction residual for the macroblocks are obtained, and a rate distortion optimisation processing using the Laplace distribution is performed. Thereby for I and P frames the quantisation parameter for each macroblock is obtained and used in a corresponding quantisation that follows transform (TRF1) of the prediction or motion estimation/compensation residual. For the B frames the bit rate control is carried out once again in an actual coding step, i.e. the quantisation parameter for a current macroblock is computed with the inventive improved TMN8 bit rate control using the best mode and the actual standard deviation obtained from the ME/MC stage.
13 JOINT SPATIAL-TEMPORAL-ORIENTATION-SCALE PREDICTION AND CODING OF MOTION VECTORS FOR RATE-DISTORTION-COMPLEXITY OPTIMIZED VIDEO CODING EP04744793.3 2004-08-17 EP1658727A1 2006-05-24 TURAGA, Deepak; VAN DER SCHAAR, Mihaela
Several prediction and coding schemes are combined to optimize performance in terms of the rate-distortion-complexity tradeoffs. Certain schemes for temporal prediction and coding of Motion Vectors (MVs) are combined with a new coding paradigm of over­ complete wavelet video coding. Two prediction and coding schemes are set forth herein. A first prediction and coding scheme employs prediction across spatial scales. A second prediction and coding scheme employs a motion vector prediction and coding across different orientation sub-bands. A video coding scheme utilizes joint prediction and coding to optimize the rate, distortion and the complexity simultaneously.
14 Computationally efficient adaptive bit allocation for encoding method and apparatus with allowance for decoder spectral distortions US190655 1994-01-28 US5623577A 1997-04-22 Louis D. Fielder
The invention relates in general to low bit-rate encoding and decoding of information such as audio information. More particularly, the invention relates to computationally efficient adaptive bit allocation and quantization of encoded information useful in high-quality low bit-rate coding systems.In audio applications, a digital split-band encoder splits an input signal into frequency subband signals having bandwidths commensurate with the critical bandwidths of the human auditory system, quantizes the subband signals according to values established by an allocation function, and assembles the quantized subband signals into an encoded signal. The allocation function establishes allocation values in accordance with psychoacoustic principles with allowance for decoding synthesis filter bank spectral distortions.In one embodiment, an allocation function establishes allocation values using a psychoacoustic masking threshold generated by estimating the power spectral density (PSD) of the input signal, generating an excitation pattern by applying a basilar-membrane spreading function to the PSD, adjusting the excitation pattern by an amount equal to a sensitivity function which specifies a signal-to-noise ratio (SNR) sufficient to achieve psychoacoustic masking, comparing the level of the adjusted pattern to the threshold of hearing and generating the psychoacoustic masking threshold which is equal to the larger of the two. An allocation function may allow for decoder synthesis filter bank spectral distortions in any of a number of ways such as by adapting the sensitivity function.
15 基于率失真优化的运动预测方法 CN200410070381.7 2004-08-02 CN1735212A 2006-02-15 王静; 万帅; 常义林; 罗忠
发明公开了一种基于率失真优化的运动预测方法,包括编码端估算经过信道传输后解码端重建图像相对于原始图像的失真值;编码端估算运动搜索过程中编码运动信息和间运动预测误差所需要的比特数;编码端基于上述所得的失真值和所得的比特数来进行率失真优化运动预测处理。本发明可以抑制视频传输所引起的误码扩散,进而获得较好的率失真优化性能。
16 基于率失真优化的运动预测方法 CN200410070381.7 2004-08-02 CN100370836C 2008-02-20 王静; 万帅; 常义林; 罗忠
发明公开了一种基于率失真优化的运动预测方法,包括编码端估算经过信道传输后解码端重建图像相对于原始图像的失真值;编码端估算运动搜索过程中编码运动信息和间运动预测误差所需要的比特数;编码端基于上述所得的失真值和所得的比特数来进行率失真优化运动预测处理。本发明可以抑制视频传输所引起的误码扩散,进而获得较好的率失真优化性能。
17 一种视频编码性能评测方法及系统 PCT/CN2011/076353 2011-06-25 WO2012010041A1 2012-01-26 舒倩

发明公开一种视频编码性能评测方法,所述方法包括以下步骤:判定待评测编码器的实际输出比特率与目标比特率的相对误差在特定范围内;获取最大窗口比特率;获取图像质量指标PSNR,即PSNR-Y、PSNR-U、PSNR-V;根据最大窗口比特率与PSNR的值,构建条件率失真曲线图,获取编码器的视频编码性能。本发明可通过条件率失真曲线图,获取不同编码技术的视频压缩性能和对网络传输的适应性能,也可通过在相等PSNR值下,比较编码器最大窗口比特率,获取编码器的网络传输性能优劣,还可通过在相同最大窗口比特率下,比较PSNR的值,获取编码器在图像客观质量上的压缩性能。

18 一种视频编码率失真代价估计方法和装置 CN201710978189.5 2017-10-18 CN109688411B 2022-05-10 刘祥凯; 徐科
发明公开了一种视频编码率失真代价估计方法、编码重建失真估计方法、编码消耗比特估计方法和装置,所述视频编码率失真代价估计方法包括:获取待编码图像、预测图像块、量化参数、失真估计模型参数和比特估计模型参数;计算所述待编码图像块和预测图像块之间的预测误差;将预测误差、量化参数和失真估计模型参数输入所述失真估计模型,得到编码重建失真的估计值;将预测误差、量化参数和比特估计模型参数输入所述比特估计模型,得到编码消耗比特的估计值;根据所述编码重建失真的估计值和编码消耗比特的估计值得到所述待编码图像块的视频编码率失真代价值。本发明实施例降低了编码器硬件实现代价,同时又不会对编码压缩性能造成较大影响。
19 一种视频编码率失真代价估计方法和装置 CN201710978189.5 2017-10-18 CN109688411A 2019-04-26 刘祥凯; 徐科
发明公开了一种视频编码率失真代价估计方法、编码重建失真估计方法、编码消耗比特估计方法和装置,所述视频编码率失真代价估计方法包括:获取待编码图像、预测图像块、量化参数、失真估计模型参数和比特估计模型参数;计算所述待编码图像块和预测图像块之间的预测误差;将预测误差、量化参数和失真估计模型参数输入所述失真估计模型,得到编码重建失真的估计值;将预测误差、量化参数和比特估计模型参数输入所述比特估计模型,得到编码消耗比特的估计值;根据所述编码重建失真的估计值和编码消耗比特的估计值得到所述待编码图像块的视频编码率失真代价值。本发明实施例降低了编码器硬件实现代价,同时又不会对编码压缩性能造成较大影响。
20 一种考虑时域率失真优化的零延迟码率控制方法 CN202110761012.6 2021-07-06 CN113489981A 2021-10-08 朱策; 姜泽宇; 郭红伟; 杜金; 司光灿; 李幸泽
发明属于图像编码技术领域,具体涉及一种考虑时域率失真优化的零延迟码率控制方法。本发明通过编码器对视频进行编码并控制视频编码码率,所述方法包括级的码率控制以及时域率失真优化。帧级码率控制主要包括帧级目标比特数的分配以及码率控制参数更新;时域率失真优化主要包括利用已编码帧的失真信息估计当前编码帧内每个宏的时域依赖性并据此调整宏块的率失真优化。本发明能够在降低编码复杂度且不需要缓存后续帧的前提下,使得实际码率和目标码率非常接近,有效缩短码率控制模式下编码时间,并且在给定码率的情况下提升视频编码质量
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