Multiscale planar-curve descriptor using biorthogonal wavelet transform

Chun-Hsiung Chuang; C.-C. Jay Kuo

doi:10.1117/12.150978

27 August 1993 Multiscale planar-curve descriptor using biorthogonal wavelet transform

Chun-Hsiung Chuang, C.-C. Jay Kuo

Author Affiliations +

Proceedings Volume 1961, Visual Information Processing II; (1993) https://doi.org/10.1117/12.150978
Event: Optical Engineering and Photonics in Aerospace Sensing, 1993, Orlando, FL, United States

Abstract

By using the biorthogonal wavelet transform, we develop a hierarchical planar curve descriptor which decomposes a curve into components of different scales so that the coarsest scale carries the global approximation information while other finer scale components contain the local detailed information. It is shown that the wavelet descriptor can be computed effectively and has many nice properties as a representation tool, e.g. invariance, uniqueness, and stability. We discuss several applications of the wavelet descriptor, including character recognition ad shape deformation. Experimental results are given to illustrate the performance of the proposed wavelet descriptor.

Citation Download Citation

Chun-Hsiung Chuang and C.-C. Jay Kuo "Multiscale planar-curve descriptor using biorthogonal wavelet transform", Proc. SPIE 1961, Visual Information Processing II, (27 August 1993); https://doi.org/10.1117/12.150978

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