Title :
Continuous dynamic time warping for translation-invariant curve alignment with applications to signature verification
Author :
Munich, Mario E. ; Perona, Pietro
Author_Institution :
California Inst. of Technol., Pasadena, CA, USA
Abstract :
The problem of establishing correspondence and measuring the similarity of a pair of planar curves arises in many applications in computer vision and pattern recognition. This paper presents a new method for comparing planar curves and for performing matching at sub-sampling resolution. The analysis of the algorithm as well as its structural properties are described. The performance of the new technique applied to the problem of signature verification is shown and compared with the performance of the well-known Dynamic Time Warping algorithm
Keywords :
computer vision; handwriting recognition; pattern recognition; computer vision; curve alignment; matching; pattern recognition; planar curves; signature verification; time warping; translation-invariant; Application software; Biomedical optical imaging; Biometrics; Cameras; Computer vision; Handwriting recognition; Hardware; Pattern recognition; Prototypes; Sampling methods;
Conference_Titel :
Computer Vision, 1999. The Proceedings of the Seventh IEEE International Conference on
Conference_Location :
Kerkyra
Print_ISBN :
0-7695-0164-8
DOI :
10.1109/ICCV.1999.791205