Intent recognition of airborne targets based on temporal trajectories

Accurate intent recognition is crucial for decision-makers. The intent behavior of airborne targets is often related to their trajectory movements. Based on this, we construct a trajectory image dataset from the perspective of temporal trajectories and utilize the MobileViT network to achieve trajectory image classification, thereby realizing intent recognition. Experimental results demonstrate that the intent recognition method based on trajectory image classification shows significant advantages in terms of accuracy.

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Publication Details

Published
2025-09-15
DOI
https://doi.org/10.1117/12.3073517
Primary Topic
Infrared Target Detection Methodologies
Type
article
Field-Weighted Citation Impact
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article

Intent recognition of airborne targets based on temporal trajectories

Fei Li, Hang Li, Wei Li, Dongdong Lu et al.
Infrared Target Detection Methodologies
article

Intent recognition of airborne targets based on temporal trajectories

Fei Li, Hang Li, Wei Li, Dongdong Lu, Jiansen Du
article en

Abstract

Accurate intent recognition is crucial for decision-makers. The intent behavior of airborne targets is often related to their trajectory movements. Based on this, we construct a trajectory image dataset from the perspective of temporal trajectories and utilize the MobileViT network to achieve trajectory image classification, thereby realizing intent recognition. Experimental results demonstrate that the intent recognition method based on trajectory image classification shows significant advantages in terms of accuracy.

National University of Defense Technology (CN), Aerospace Information Research Institute (CN), University of Chinese Academy of Sciences (CN)
Openalex Percentile: Top 67%
Infrared Target Detection Methodologies
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