5 May 2010 New adaptive algorithms for real-time registration and fusion of multimodal imagery
Author Affiliations +
Abstract
Accurate image registration is a pre-requisite for most systems utilising two or more imaging sensors. This can often be accomplished off-line in the laboratory using appropriate test targets and calibration sources but achieving and maintaining registration accuracy automatically in the field is a significant challenge. This paper presents an efficient image registration algorithm capable of automatically registering dual waveband image streams upon system start-up and then producing updated transform coefficients during live operation. The algorithm is fully automatic and constrained to ensure reliable operation with minimal or no operator supervision. Robustness to large initial alignment errors is demonstrated using a selection of challenging multimodal image sets. In addition, a novel high performance adaptive image fusion algorithm for maximising fused image quality in the presence of sensor noise is presented.
© (2010) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
J. P. Heather, J. P. Heather, M. I. Smith, M. I. Smith, } "New adaptive algorithms for real-time registration and fusion of multimodal imagery", Proc. SPIE 7689, Enhanced and Synthetic Vision 2010, 768908 (5 May 2010); doi: 10.1117/12.850029; https://doi.org/10.1117/12.850029
PROCEEDINGS
12 PAGES


SHARE
Back to Top