关键词: 变形函数, 控制点, 可视化, 平行坐标, 分类

Abstract: For the drawbacks such as not suitable for processing high dimension data exist in conventional parallel coordinates, an improved method based on image morphing is proposed. Firstly, morph function is established between controlling points and object points within study dataset. Then, the test datasets can be mapped on the parallel coordinates by using of the parameters from morph function. The better results of visualization and classification can be supported by the experiments.

Key words: morph function, controlling points, visualization, parallel coordinate, classification