Predictive Encoding in data compression

Idea: Remove mutual redundancy among successive pixels in a region of support (ROS) or neighborhood and encode only the new information. This method is based upon linear prediction. Let us start with 1-D linear predictors. An Nth order linear prediction of x(n) based on N previous samples is generated using a 1-D autoregressive (AR) model. … Read more

Motion – Compensated Prediction in data compression

The H.264 standard uses its macroblock partitions to develop a tree-structured motion compensation algorithm. One of the problems with motion-compensated prediction has always been the selection of the size and shape of the block used for prediction. Different parts of a video scene will move at different rates in different directions or stay put. A … Read more

Modified Quantization Mode in data compression

In this mode, along with changes in the signalling of changes in quantization parameters, the quantization process is improved in several ways. In the baseline mode, both the luminanace and chrominance components in a block are quantized using the same quantizer. In the modified quantization mode, the quantizer used for the luminance coefficients is different … Read more

Alternative Inter VLC Mode in Data compression

The variable length codes for inter and intra frames are designed with different assumptions. In the case of the inter frames it is assumed that the values of the coefficients will be small and there can be large numbers of zero values between nonzero coefficients. This is a result of prediction which, if successfully employed, … Read more

Temporal , SNR , and Spatial Scalability Mode | Reference Picture Resampling in data compression

Temporal , SNR , and Spatial Scalability Mode Reference picture resampling allows a reference picture to be “warped” in order to permit the generation of better prediction. It can be used to adaptively alter the resolution of pictures during encoding Reduced – Resolution Update Mode This mode is used for encoding highly active scenes. The … Read more