CAJ | 학술논문

数据压缩是体数据可视化研究中的一个重要问题。随着体数据的维数、分辨率、变量个数不断增加，数据量呈指数增长，体数据的压缩研究显得更为重要。文中从有损压缩和无损压缩2个方面对已有的体数据压缩方法进行了总结，对无损压缩的各类方法的优缺点进行了比较，对有损压缩的一般流程和其中的重要步骤做了详细的介绍，同时着重介绍了时变体数据压缩方法。最后提出了该领域需进一步探索的方向。
수거압축시체수거가시화연구중적일개중요문제。수착체수거적유수、분변솔、변량개수불단증가，수거량정지수증장，체수거적압축연구현득경위중요。문중종유손압축화무손압축2개방면대이유적체수거압축방법진행료총결，대무손압축적각류방법적우결점진행료비교，대유손압축적일반류정화기중적중요보취주료상세적개소，동시착중개소료시변체수거압축방법。최후제출료해영역수진일보탐색적방향。
Data compression has been an important research issue in the area of visualization. With the rap-idly increasing of dimensions、resolutions and variables, the amount of volume data is growing exponentially, which makes compression become even more significant today. In this paper, We summarize the related works on the volume compression including lossless and lossy ones. Firstly, We compare the advantages and disadvantages in various lossless algorithms. Then a general flow and several key stages in lossy compres-sion are presented, followed by a detailed introduction of time-varying data compression . In the end, We discuss the future research on this topic.