论文信息 - Image recognition using Radon transform

Image recognition using Radon transform

In this paper, a new image recognition method using Radon transform is proposed, some of the interesting properties of the Radon transform is studied. 2-D image moment invariant using Radon transform is constructed. According to the data in the transform space, singular value decomposition (SVD) is proposed to obtain rotational invariant. Simulation results are given to obtain insight into the efficiencies offered by our method.

Peiling Cui | Quan Pan | Junhong Li | Hongcai Zhang

[1] Whoi-Yul Kim,et al. A practical pattern recognition system for translation, scale and rotation invariance , 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[2] Ming-Kuei Hu,et al. Visual pattern recognition by moment invariants , 1962, IRE Trans. Inf. Theory.

[3] Dinggang Shen,et al. Discriminative wavelet shape descriptors for recognition of 2-D patterns , 1999, Pattern Recognit..

[4] Moment-patterns in the radon space: invariance to intensity-scaling , 2001 .

[5] Osama K. Al-Shaykh,et al. Invariant image analysis based on Radon transform and SVD , 1996 .

[6] M. N. S. Swamy,et al. Moment patterns in the radon space , 2000 .

[7] Mehmet Celenk,et al. Higher-order spectra (HOS) invariants for shape recognition , 2001, Pattern Recognit..

[8] M. Teague. Image analysis via the general theory of moments , 1980 .