学习H264之前,最好阅读一下维基百科中有关H264的相关介绍,里面包含了其的发展历程、主要特点、参考文献、参考网站等。

  研究H264的主要文件包括两份参考手册(一份是语法结构参考手册,一份是JM开发手册)和软件开发模型JM.x.y(Joint Model H264编解码参考开发模型)。



一、编码框架

1H264的编码框架主要如图1所示:

原来的英语解释是:

The Encoder includes two dataflow paths, a “forward” path (left to right, shown in blue) and a “reconstruction” path (right to left, shown in magenta).
1 Encoder (forward path)
An input frame Fn is presented for encoding. The frame is processed in units of a macroblock (corresponding to 16x16 pixels in the original image). Each macroblock is encoded in intra or inter
mode. In either case, a prediction macroblock P is formed based on a reconstructed frame. In Intra mode, P is formed from samples in the current frame n that have previously encoded, decoded and reconstructed (uF’n in the Figures; note that the unfiltered samples are used to form P). In Inter mode, P is formed by motion-compensated prediction from one or more reference frame(s). In the Figures, the reference frame is shown as the previous encoded frame F’n-1 ; however, the predicton for each
macroblock may be formed from one or two past or future frames (in time order) that have already been encoded and reconstructed.
The prediction P is subtracted from the current macroblock to produce a residual or difference macroblock Dn. This is transformed (using a block transform) and quantized to give X, a set of quantized transform coefficients. These coefficients are re-ordered and entropy encoded. The entropyencoded coefficients, together with side information required to decode the macroblock (such as the macroblock prediction mode, quantizer step size, motion vector information describing how the macroblock was motion-compensated, etc) form the compressed bitstream. This is passed to a Network Abstraction Layer (NAL) for transmission or storage.
2 Encoder (reconstruction path)
The quantized macroblock coefficients X are decoded in order to reconstruct a frame for encoding of further macroblocks. The coefficients X are re-scaled (Q-1) and inverse transformed (T-1) to produce a difference macroblock Dn’. This is not identical to the original difference macroblock Dn ; the quantization process introduces losses and so Dn’ is a distorted version of Dn.
The prediction macroblock P is added to Dn’ to create a reconstructed macroblock uF’n (a distorted version of the original macroblock). A filter is applied to reduce the effects of blocking distortion and reconstructed reference frame is created from a series of macroblocks F’n.

即首先从当前输入的视频图像中取一待编码的宏块(Fn),该宏块以帧内或帧间的方法进行编码,生成一个预测宏块P,在帧间模式编码下,P由一个或多个参考图像进行运动补偿MC预测ME得到。当前宏块(Fn)减去预测宏块P,得到残差块Dn,对残差块Dn进行整数变换T、量化Q后得到一组系数X,对系数X再进行重排序和熵编码,就完成了一个宏块的编码过程。经过熵编码的码流加上宏块解码所需的一些信息如预测模式、量化步长运动矢量信息等,就组成了该宏块的压缩后的码流,片(slice)中所有的宏块码流加上片的头信息就组成了片的编码码流,再经过网络抽象层NAL进行传输或存储(图像参考集PPS和序列参数集SPS则单独传输)。

而重建分支主要用来编码时的预测和解码时的相关信息的确认,它的流程:宏块系数X经过反量化和反变换后,得到残差宏块Dn的近似值 Dn,预测块P加上Dn得到未滤波的重构宏块uFn',再做环路滤波来减少块效应,即得到了最终的重构宏块uFn',当前图像中所有的宏块都重建完成后,就形成了重建图像。


2 相关过程的相关术语

(1)帧内预测

由于图片在空间的相关性(空间冗余),故而可以将其压缩编码,以减少其存储空间或传输质量,基于空间冗余的编码,称为帧内编码。在H264中帧内预测中,色度信息和亮度信息是分开预测的。主要有9种4X4块亮度预测,4种16X16块亮度预测,4种3X8块色度预测。

(2)帧间预测

H264帧间预测是利用已编码的帧或场和基于块的运动补偿。主要有P和B类型

(3)变换

(4)量化

(5)熵编码



二、码流结构

1 一种说法是H264采用了分支思想,即将图像压缩成网络抽象层NAL和视频编码层VCL,进而实现了压缩编码和网络传输分离,使编码层可以移植到不同的网络结构中。NAL的基本单元是NALU,VCL的自上而下包括[序列[图像组n[图像n[片组n[片n[宏块组n[宏块n[块n]]]]]]]。

NALU单元的结构如图2所示

图2 NAL单元序列结构

即每个NAL单元由头信息和RBSP组成,头信息由8位bit表示,如图3所示

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图3 NAL头结构

其中F,在H264规范中,这一位必须为0,NRI设置NALU的重要性,Type表示该RBSP所携带的信息类型,相关的类型所图4所示

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" alt="" />

图4 NAL头类型


2另一种说法是H264句法元素共被组织成序列、图像、片、宏块、子宏块五个层次。在这样的结构中,第一层的头部和它的数据部分形成管理与被管理的强依赖关系,头部的句法元素是该层数据的核心,而一旦头部丢失,数据部分的信息几乎不可能再被正确的解码出来,尤其在序列层和图像层。

Each picture is compressed by partitioning it as one or more slices; each slice consists of macroblocks, which are blocks of 16x16 luma samples with corresponding chroma samples. However, each macroblock is also divided into sub-macroblock partitions for motion-compensated prediction. The prediction partitions can have seven different sizes –16x16, 16x8, 8x16, 8x8, 8x4, 4x8 and 4x4. In past standards, motion compensation used entire macroblocks or, in the case of newer designs, 16x16 or 8x8 partitions, so the larger variety of partition shapes provides enhanced prediction accuracy. The spatial transform for the residual data is then either 8x8 (a size supported only in FRExt) or 4x4. In pastmajor standards, the transform block size has always been 8x8, so the 4x4 block size provides an enhanced specificity in locating residual difference signals. The block size used for the spatial transform is always either the same or smaller than the block size used for prediction.

http://www.cnblogs.com/fengyv/archive/2006/01/04/2423977.html

http://www.cnblogs.com/xkfz007/archive/2012/07/31/2616659.html

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