Few-Shot Object Detection in Remote Sensing Images via Dynamic Adversarial Contrastive-Driven Semantic-Visual Fusion

Yang Xu; Jie Qin; Tianming Zhan; Huapeng Wu; Zhihui Wei; Zebin Wu

doi:10.1109/tgrs.2025.3602969

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Few-Shot Object Detection in Remote Sensing Images via Dynamic Adversarial Contrastive-Driven Semantic-Visual Fusion

Yang Xu Jie Qin Tianming Zhan Huapeng Wu Zhihui Wei Zebin Wu

Year: 2025 Journal: IEEE Transactions on Geoscience and Remote Sensing Vol: 63 Pages: 1-16 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tgrs.2025.3602969

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Keywords:

Computer science Artificial intelligence Computer vision Object detection Adversarial system Shot (pellet) Fusion Object (grammar) Image fusion Remote sensing Pattern recognition (psychology) Image (mathematics) Geology

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Image Processing Techniques and Applications

Physical Sciences → Engineering → Media Technology

Infrared Target Detection Methodologies

Physical Sciences → Engineering → Aerospace Engineering

Advanced Image Processing Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Few-Shot Object Detection in Remote Sensing Images via Dynamic Adversarial Contrastive-Driven Semantic-Visual Fusion

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