A Tetrominoes based Edge Descriptor (TED) is proposed in this paper. First of all, the relationship between the sparsity of tetrominoes and human visual system are discussed. Secondly, the spatial and frequency response of tetrominoes are considered. And then the new structure of tetrominoes based edge detection structure is proposed. The experimental work results show the better results both in subjective and objective aspect than conventional methods.