TY - GEN
T1 - A novel harbor detection method based on pattern coding algorithm
AU - Wang, Guanqun
AU - Zhuang, Yin
AU - Chen, He
AU - Chen, Liang
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/10/31
Y1 - 2018/10/31
N2 - Harbor automatic detection is a scene interpretation in remote sensing image processing. Fast and accurate harbor detection can significantly improve the performance of inshore ship detection. In order to achieve harbor detection in complex remote sensing images, in this paper, a novel pattern coding algorithm is proposed. The proposed harbor detection method has three steps: First, the harbor water area is extracted by using the definition circle (DC) model. Secondly, pre-generated eight KEY patterns are multiplied with the local scenes, and the probability density function (PDF) of the multiplied local scene is recorded. Finally, the Euclidean distance between the eight patterns' PDFs and the original local scene's PDF is calculated, then compared with the threshold and coded, so as to realize the harbor area detection. Experimental results demonstrate that the novel method has outstanding performance on harbor area detection in complex broad width remote sensing images.
AB - Harbor automatic detection is a scene interpretation in remote sensing image processing. Fast and accurate harbor detection can significantly improve the performance of inshore ship detection. In order to achieve harbor detection in complex remote sensing images, in this paper, a novel pattern coding algorithm is proposed. The proposed harbor detection method has three steps: First, the harbor water area is extracted by using the definition circle (DC) model. Secondly, pre-generated eight KEY patterns are multiplied with the local scenes, and the probability density function (PDF) of the multiplied local scene is recorded. Finally, the Euclidean distance between the eight patterns' PDFs and the original local scene's PDF is calculated, then compared with the threshold and coded, so as to realize the harbor area detection. Experimental results demonstrate that the novel method has outstanding performance on harbor area detection in complex broad width remote sensing images.
KW - Euclidean Distance
KW - Harbor Detection
KW - Pattern Coding
KW - Probability Density Function (PDF)
KW - Remote Sensing
UR - http://www.scopus.com/inward/record.url?scp=85064212728&partnerID=8YFLogxK
U2 - 10.1109/IGARSS.2018.8518972
DO - 10.1109/IGARSS.2018.8518972
M3 - Conference contribution
AN - SCOPUS:85064212728
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 6915
EP - 6918
BT - 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018
Y2 - 22 July 2018 through 27 July 2018
ER -