TY - GEN
T1 - An airplane detection method for panchromatic image
AU - An, Zhenyu
AU - Shi, Zhenwei
PY - 2013
Y1 - 2013
N2 - Airplane detection is one of the crucial parts in the field of remote sensing image processing. In this paper, we focus on airplane detection in the remote sensing panchromatic images (PIs) with high spatial resolution (usually superior to 2m). An automated airplane detection system is proposed in the paper. The system contains two main modules: in module one, we use the circle frequency filter to quickly locate the candidates of airplanes; in module two, the precise detection process is accomplished by combining reconstruction independence component analysis (RICA) and SVM algorithm. Experimental results from the real data indicate that the system is effective in handling the remote sensing images. Therefore, it is a good choice for airplane detection in PIs.
AB - Airplane detection is one of the crucial parts in the field of remote sensing image processing. In this paper, we focus on airplane detection in the remote sensing panchromatic images (PIs) with high spatial resolution (usually superior to 2m). An automated airplane detection system is proposed in the paper. The system contains two main modules: in module one, we use the circle frequency filter to quickly locate the candidates of airplanes; in module two, the precise detection process is accomplished by combining reconstruction independence component analysis (RICA) and SVM algorithm. Experimental results from the real data indicate that the system is effective in handling the remote sensing images. Therefore, it is a good choice for airplane detection in PIs.
KW - Airplane detection
KW - circle-frequency filter
KW - reconstruction independence component analysis
KW - support vector machine
UR - https://www.scopus.com/pages/publications/84889573345
U2 - 10.1109/ChinaSIP.2013.6625325
DO - 10.1109/ChinaSIP.2013.6625325
M3 - 会议稿件
AN - SCOPUS:84889573345
SN - 9781479910434
T3 - 2013 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013 - Proceedings
SP - 189
EP - 192
BT - 2013 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013 - Proceedings
T2 - 2013 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013
Y2 - 6 July 2013 through 10 July 2013
ER -