JOURNAL ARTICLE

<title>Multiscale planar-curve descriptor using biorthogonal wavelet transform</title>

Chun-Hsiung ChuangC.‐C. Jay Kuo

Year: 1993 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1961 Pages: 44-54   Publisher: SPIE

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.

Keywords:
Biorthogonal wavelet Wavelet Wavelet transform Biorthogonal system Computer science Artificial intelligence Pattern recognition (psychology) Stability (learning theory) Representation (politics) Planar Scale (ratio) Wavelet packet decomposition Mathematics Algorithm Physics Machine learning

Metrics

1
Cited By
0.49
FWCI (Field Weighted Citation Impact)
2
Refs
0.61
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Advanced Numerical Analysis Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Optical measurement and interference techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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