摘要
Abstract
With the rapid development and wide application of Visual Question Answering(VQA)technology,VQA technology has gradually become matured.VQA is introduced into the reconnaissance image intelligence processing of the combat command system,the VQA can be utilized for scene graph establishment,the association relationship between targets in images is established,such technologies as natural language semantic correspondence,answer text generation and other technologies improve the capabilities of reconnaissance image intelligence resources from single target detection and recognition to battlefield target identification,classification,establishment of inter-target relationships,and battlefield environment understanding,etc.VQA modes can assist commanders in retrieving and understanding intelligence information from reconnaissance images more conveniently,rapidly,and comprehensively,and improve the efficiency and effectiveness of the use of intelligence information of aerospace resources.Moreover,a feasibility analysis is conducted on the application of BLIP,the latest pre-trained visual-language understanding and generation model proposed in the field of the military command and assisted command decision-making domain.Also,the existing challenges and development prospects of the application of VQA in military command are discussed specifically.关键词
视觉问答/指挥决策/空天资源信息/BLIP模型Key words
visual question answering/command decision-making/aerospace resources information/BLIP model分类
信息技术与安全科学
