Translator Disclaimer
Paper
14 December 2015 Interest area selection for navigation based on structured edge detection
Author Affiliations +
Proceedings Volume 9812, MIPPR 2015: Automatic Target Recognition and Navigation; 98120M (2015) https://doi.org/10.1117/12.2205657
Event: Ninth International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2015), 2015, Enshi, China
Abstract
The scene matching based navigation is an important precision navigation technology for unmanned aerial vehicles (UAV). Selection of interest area where reference image is made has an important influence on the precision of matching result besides the performance of match algorithm. In this paper, a method to select interest area based on structured edge detection is proposed. We use a data driven approach that classifies each pixel with a typical structured edge label. We propose a method that combines these labels into a feature measuring suitable to match of a region. Then a SVM classifier is trained to classify the features and get the final result of the selection of interest area. The experimental result shows that the proposed method is valid and effective.
© (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xiao Sun, Ke Shang, ShaoJun Li, Hao Dou, JinWen Tian, and Delie Ming "Interest area selection for navigation based on structured edge detection", Proc. SPIE 9812, MIPPR 2015: Automatic Target Recognition and Navigation, 98120M (14 December 2015); https://doi.org/10.1117/12.2205657
PROCEEDINGS
5 PAGES


SHARE
Advertisement
Advertisement
Back to Top