Title :
A novel algorithm to stitch multiple views in image mosaics
Author :
Sun, Xiaoyong ; Dubois, Eric
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
Abstract :
This paper presents a new method for registration and stitching of adjacent views in an image mosaic, specifically for cylindrical panoramas. The possible registration errors for the overlap area of two pictures, captured by a camera mounted on a tripod at different rotation angles, have been analyzed, based on a general camera rotation model. Then a novel algorithm is proposed, based on affine and refocusing adjustments on the optimal stripe block where the stitching is to be implemented. The registration errors can be largely reduced because a narrow stripe block is selected instead of the whole overlap area. Simulations on the overlap area registration algorithm show that our method can significantly reduce the stitching errors.
Keywords :
image registration; image segmentation; optimisation; adjacent views registration; affine adjustments; camera rotation angles; camera rotation model; cylindrical panoramas; image mosaics; multiple view image stitching; optimal stitching stripe block; picture overlap area; refocusing adjustments; registration errors; stitching errors; tripod mounted camera pictures; Cameras; Computer errors; Error analysis; Image analysis; Information technology; Optical distortion; Polynomials; Sun;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326586