Title :
One Cost-Effective High-Resolution Multispectral Imaging System for Quick-Response to Time-Critical Applications
Author :
Wu, Jun ; Yang, Haisheng ; Liu, Zhigang
Author_Institution :
Sch. of Electron. Eng., Guilin Univ. of Electron. Technol., Guilin, China
Abstract :
Low-cost high-solution multispectral imagery is attractive to various users. This paper presents our ongoing research on developing Unmanned Airship on Board High-resolution multispectral Imaging System for quick-response to time-critical applications. First, the core component of Multispectral Imaging system is described. After that, automatic registration of collected multispectral imageries is discussed. Based on Least Square technique and classic homography principle, multi-homography model is developed to undo the motions deduced in multispectral imageries. To obtain reliable control points for the estimation of motion parameters, one FFT-induced Multispectral Imagery Matching approach is proposed as well. Next, flight experiments are implemented to collect multispectral imageries with different spatial resolution as well as imageries are registered with developed technique. Finally, conclusions and future work are conducted. Imagery usage in investigating, estimating and monitoring Miyun reservoir environment is also mentioned.
Keywords :
aerospace engineering; image processing; least squares approximations; object detection; remotely operated vehicles; spectral analysis; automatic registration; cost effective high resolution multispectral imaging system; homography principle; least square technique; motion parameter estimation; multihomography model; time critical applications; unmanned airship; Automatic control; Least squares methods; Monitoring; Motion control; Motion estimation; Multispectral imaging; Parameter estimation; Reservoirs; Spatial resolution; Time factors;
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
DOI :
10.1109/ICISE.2009.802