Zoom-Invariant Vision of Figural Shape: Effects on Cores of Image Disturbances

作者: Bryan S. Morse , Stephen M. Pizer , Derek T. Puff , Chenwei Gu

DOI: 10.1006/CVIU.1997.0564

关键词:

摘要: Abstract The medial loci called cores are generalized maxima in scale space of a form information that is invariant to translation, rotation, and zoom. S. M. Pizeret al.show these invariances imply having the property boundary sensing made with apertures proportional figural width (Comput. Vision Image Understand.69, 1998). This leads an insensitivity image disturbances, strong contrast previously available loci. In particular, disturbances whose amplitude under core's aperture, width, small compared intensity difference figure its background produce only changes position given by core. These insensitivities including additive noise, imaging blur, perturbations, object variations discussed demonstrated here.

参考文章(15)
D. Eberly, R. Gardner, B. Morse, S. Pizer, C. Scharlach, Ridges for Image Analysis Journal of Mathematical Imaging and Vision. ,vol. 4, pp. 353- 373 ,(1994) , 10.1007/BF01262402
Stephen M. Pizer, Christina A. Burbeck, James M. Coggins, Daniel S. Fritsch, Bryan S. Morse, Object shape before boundary shape: Scale-space medial axes Journal of Mathematical Imaging and Vision. ,vol. 4, pp. 303- 313 ,(1994) , 10.1007/BF01254105
Jean Babaud, Andrew P. Witkin, Michel Baudin, Richard O. Duda, Uniqueness of the Gaussian Kernel for Scale-Space Filtering IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. PAMI-8, pp. 26- 33 ,(1986) , 10.1109/TPAMI.1986.4767749
Jan J. Koenderink, The structure of images Biological Cybernetics. ,vol. 50, pp. 363- 370 ,(1984) , 10.1007/BF00336961
Daniel S. Fritsch, Medial description of gray-scale image structure by gradient-limited diffusion Visualization in Biomedical Computing '92. ,vol. 1808, pp. 105- 117 ,(1992) , 10.1117/12.131071
Christina A. Burbeck, Stephen M. Pizer, Bryan S. Morse, Dan Ariely, Gal S. Zauberman, Jannick P. Rolland, Linking object boundaries at scale: A common mechanism for size and shape judgments Vision Research. ,vol. 36, pp. 361- 372 ,(1996) , 10.1016/0042-6989(95)00106-9
Harry Blum, Roger N. Nagel, Shape description using weighted symmetric axis features Pattern Recognition. ,vol. 10, pp. 167- 180 ,(1978) , 10.1016/0031-3203(78)90025-0
Benjamin B. Kimia, Allen R. Tannenbaum, Steven W. Zucker, Shapes, shocks, and deformations I: the components of two-dimensional shape and the reaction-diffusion space International Journal of Computer Vision. ,vol. 15, pp. 189- 224 ,(1995) , 10.1007/BF01451741
Robert M Haralick, Ridges and valleys on digital images Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 22, pp. 28- 38 ,(1983) , 10.1016/0734-189X(83)90094-4