Title :
Research for Target Recognition of Infrared Bridge Based on Morphological Operator and Bridge Template
Author :
Mingang, Wang ; Chao, Wang ; Yingping, Fan
Author_Institution :
Sch. of Astronaut., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
A novel algorithm of infrared bridge target recognition, based on bridge template and bridge-knowledge, was presented. Firstly, some operations including contrast stretching transformation, Otsu operator, morphological operators were employed to process the original image. Secondly, bridge template of four directions is defined and some rules for finding possible pixel points on bridge is developed, Thirdly, the skelton processing and hough tranformation is used to find a possible bridge target. Finally, some infrared images including bridge targets were used to make simulation experiment, and the results show that the novel algorithm has better performance of accuracy and reliability than traditional algorithm, it has lower error and higher computational efficiency and can be used to real-time application.
Keywords :
Hough transforms; bridges (structures); image thinning; infrared imaging; mathematical morphology; mathematical operators; object recognition; Hough tranformation; Otsu operator; bridge knowledge; bridge template; contrast stretching transformation; image processing; infrared bridge target recognition; morphological operator; pixel point; real-time application; skeleton processing; Accuracy; Algorithm design and analysis; Bridges; Computational efficiency; Educational institutions; Rivers; Target recognition; Bridge recognition; Bridge template; Morpholo;
Conference_Titel :
Computer Science & Service System (CSSS), 2012 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-0721-5
DOI :
10.1109/CSSS.2012.23