Multi-evidence fusion recognition of ship targets in sea battlefield’s remote sensing images
An Yu, Xiaofei Wang, Xia Xuezhi, Lin Li · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2013
Abstr act.Reliably recognizing ship targets in the sea battlefield has become an increasingly pressing need, as the capabilities for image acquisition are growing rapidly.In the research, a modified ship targets fusion recognition model based on the Dempster-Shafer evidence theory is proposed.The algorithm firstly detects ship targets from the sea battlefield's remote sensing image.Then extracts the multiple image features of these target candidate areas as the evidence to recognize the ship targets.Finally, recognizes the ship targets from the image using the Dempster-Shafer evidence theory based on multiple ship features, and sends the recognition result.Experiment show that this method can be used to reliably and effectively recognize targets information in the sea battlefield.