Title :
A Mosaic Approach for Remote Sensing Images Based on Wavelet Transform
Author :
Cheng, Yuanhang ; Han, Xiaowei ; Xue, Dingyu
Author_Institution :
Sch. of Inf. Eng., Shenyang Univ., Shenyang
Abstract :
A mosaic method was put forward based on image wavelet transform and low-frequency area feature matching, which realized fast dynamic stitching of unmanned aerial vehicle´s (UAV) sequence remote sensing images. This method made use of wavelet transform to obtain low-frequency image, searched and picked up character template image in this area, calculated and compared by using sequential similarity detection algorithm (SSDA), then obtained precise corresponding position relationship among the images. Based on the result of the image matching, the two images are stitched. Simulation experimental results show that the algorithm presented in the paper greatly improves the operation speed, while the precision remains fine, so it can be applied in real-time mosaicking of serial images from UAV very well.
Keywords :
aircraft control; feature extraction; image matching; image segmentation; remote sensing; remotely operated vehicles; wavelet transforms; character template image; fast dynamic stitching; image matching; image wavelet transform; low-frequency area feature matching; mosaic approach; position relationship; real-time mosaicking; sequential similarity detection algorithm; serial images; unmanned aerial vehicle sequence remote sensing images; Automotive engineering; Cameras; Detection algorithms; Image matching; Information science; Navigation; Remote sensing; Unmanned aerial vehicles; Vehicle dynamics; Wavelet transforms;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.775