Adaptive post-filtering for reducing blocking and ringing artifacts in low bit-rate video coding

摘要

In this paper, we present a method to reduce blocking and ringing artifacts in low bit-rate block-based video coding. For each block, its DC value and DC values of the surrounding eight neighbor blocks are exploited to predict low frequency AC coefficients, which allow to infer spatial characteristics of a block before quantization stage in the encoding system. These predicted AC coefficients are used to classify each block into either of two categories, low-activity or high-activity block. In the following post-processing stage, two kinds of low pass filters are adaptively applied according to the classified result on each block. It allows for strong low pass filtering in low-activity regions where the blocking artifacts are most noticeable, whereas it allows for weak low pass filtering in high-activity regions to reduce ringing noise as well as blocking artifacts without introducing undesired blur. In the latter former case, the blocking artifacts are reduced by one-dimensional (1-D) horizontal and vertical low pass filters. In the latter case, both deblocking and deringing are considered by using either 3-tap or 2-tap filter, which make the architecture simple. TMN8 decoder for H263.+ is used to test the proposed method. The experimental results are evaluated in both subjective and objective manner, and show that the proposed algorithm is efficient and effective in reducing ringing artifacts as well as blocking artifacts in the low bit-rate block-based video coding.