Title :
Automatic registration method for distant ship infrared and visible image
Author :
Guo, Ming ; Xu, Jian ; Zhou, Xiaodong
Author_Institution :
Dept. of Electron. Inf. & Eng., Naval Aeronaut. & Astronaut. Univ., Yantai, China
Abstract :
Because the poor photography conditions and the far distance to target ship, the target information and features which could be extracted from the infrared and visible images were so weak that the conventional image registration methods were difficult to take effect on the registration for distant ship infrared and visible image. To solve the problem, this paper presents a sensors´ parameters based infrared and visible image registration method. Firstly, the infrared and visible images are registered in spatial resolution on the basis of sensors´ parameters. Secondly, a rough shift registration is performed by taking the ship target´s contour centre point in infrared and visible image as the matching points. Lastly, on the basis of rough registration, an accurate shift registration is performed by using the maximization of mutual information (MMI) technique. The experimental results proved that the proposed method is feasible and effective. It can be used in the actual registration for distant ship infrared and visible image.
Keywords :
image fusion; image matching; image registration; image resolution; infrared imaging; ships; automatic image registration method; distant ship infrared image; feature extraction; image fusion; image matching points; maximization of mutual information technique; photography; rough shift registration method; sensors parameters; visible image; Feature extraction; Image edge detection; Image registration; Infrared image sensors; Marine vehicles; Mutual information; Sensors; edge detection; image fusion; image registration; mutual information;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057969