Title :
Stereo Matching and 3D Visualization for Gamma-Ray Cargo Inspection
Author :
Zhu, Zhigang ; Hu, Yu-Chi
Author_Institution :
Dept. of Comput. Sci., City Coll. of New York
Abstract :
In this paper, stereo matching and 3D visualization issues are studied for a linear pushbroom stereo model built for 3D gamma-ray (or X-ray) cargo inspection. A fast and automated stereo matching algorithm based on free-form deformable registration is developed to obtain 3D measurements of the objects under inspection. For facilitate stereo matching, an adaptive window min-max method is used to enhance the contrasts and boundaries of the challenging gamma-ray images. For fast implementation, a multi-resolution approach is also applied. A user interface is designed for interactive 3D measurements and visualization of the objects in interests. Experimental results are presented for real gamma-ray images of a 3D cargo container and the objects inside. The 3D measurements could add more value to today´s cargo inspection techniques
Keywords :
freight containers; gamma-ray applications; inspection; minimax techniques; national security; stereo image processing; 3D cargo container; 3D visualization; adaptive window min-max method; gamma-ray cargo inspection; gamma-ray image; linear pushbroom stereo model; stereo matching algorithm; user interface; Computer science; Containers; Image sensors; Inspection; Optical imaging; Solid modeling; Stereo vision; User interfaces; Visualization; X-ray imaging;
Conference_Titel :
Applications of Computer Vision, 2007. WACV '07. IEEE Workshop on
Conference_Location :
Austin, TX
Print_ISBN :
0-7695-2794-9
Electronic_ISBN :
1550-5790
DOI :
10.1109/WACV.2007.57