Title :
On the invariance of differential scale invariants
Author :
Siebert, Andreas
Author_Institution :
Dept. of Comput. Sci., British Columbia Univ., Vancouver, BC, Canada
Abstract :
Many geometric invariants have been reported in the literature. For two specific differential scale invariants we discuss the parameters involved and analyze the accuracy of their computation on real camera data. Our experimental data show significant errors in the observed values. Those errors seem to be inherent in the image formation and scaling process. They indicate the limitations of local differential computations and, more generally, the problems of synthetically scaled images as models for zoomed images
Keywords :
image processing; image sampling; Gaussian model; differential scale invariants; error sources; geometric invariants; image formation; image scaling; local differential computations; prefiltering parameters; real camera data; sampled images; synthetically scaled images; zoomed image models; Brightness; Cameras; Computer errors; Computer science; Image sampling; Kernel; Layout; Lenses; Pixel; Signal sampling;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.901068