To extract the contour features of pedestrian under surveillance

this paper applies Minimum Description Length Shape to get compact point correspondences

which can capture important shape characteristics

of 2D+time contour

and then uses Elliptic Fourier Decomposition to a series of EFT coefficients at different frequency level to compose a contour vector. Experiments indicate our method is efficient in contour representation and vector dimension reduction.