Texture featuring and indexing using matching pursuit in Radon space

The matching pursuit algorithm in Radon space to achieve texture feature extracting is presented. The dictionary for matching pursuit is designed according to the human visual system (HVS). Since the matching pursuit is performed in Radon space, featuring the texture is more suitable to HVS behavior. Computer simulation and experimental results are shown to demonstrate the proposed method is outperformed to retrieve the texture.