Title :
Multiresolution surface feature analysis for automatic target identification based on laser radar images
Author :
Holmes, Quentin A. ; Zhang, Xiaobing ; Zhao, Dongbin
Author_Institution :
Environ. Res. Inst. of Michigan, Ann Arbor, MI, USA
Abstract :
Automatic target recognition based on range image data acquired with laser radar imagers is a research topic that is of great interest to both the defense and manufacturing industries. A hybrid approach using both models and features for automatic target identification/recognition within laser radar images is presented. The multiscale and geometrical features are developed and deployed as input parameters for the proposed classification method. The experimental results show that the proposed method has achieved a satisfactory target classification
Keywords :
image classification; image resolution; laser ranging; optical radar; radar imaging; automatic target identification; automatic target recognition; classification method; defense industries; geometrical feature; hybrid approach; input parameters; laser radar imagers; laser radar images; manufacturing industries; multiresolution surface feature analysis; multiscale features; range image data; target classification; Energy resolution; Image analysis; Image recognition; Image resolution; Laser modes; Laser radar; Laser theory; Radar imaging; Surface emitting lasers; Target recognition;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.632159