A Review of Ship Target Recognition Based on Multi-modal Information Fusion
At present,the information source for ship target recognition mainly comes from ship target infor-mation formed by modern high-resolution imaging radar,including high-resolution range profiles,ship automatic recognition system information,and synthetic aperture radar imaging.In the context of relatively complex sea exploration environments,the ability to identify ship targets on the sea based on single mode information is lim-ited,and utilizing multi-modal information fusion will be more beneficial for achieving efficient reconnaissance,monitoring,and identification of sea targets.This article first sorts out and summarizes the methods of single mode ship target recognition,analyzes the advantages and disadvantages of different ship target recognition methods at present,introduces the commonly used datasets of multi-modal information fusion ship target recog-nition,and conducts in-depth analysis of new methods and models.Finally,it looks forward to the future devel-opment trend of ship target recognition.This article can provide reference for future research on ship target rec-ognition methods based on multi-modal information fusion.
HRRPAISSARmulti-modal information fusionship target recognition
NETL
NSTL
万方数据
维普
