In this paper, we propose tree structure lossless coding, by which compression data are arranged in a tree structure. Current compression methods show improved performance by producing a pair of target data. The main methods include Joint Stereo Coding (: JSC) [1]. This study is intended to achieve better compression performance by selecting an optimum data pair and implementing a pairing mechanism of JSC to a tree structure algorithm.