EfficientSARNet: A Lightweight, High-Performance, and Fast SAR Image Target Recognition Network
Taiyuan Normal University · Shanxi Normal University · +1 more institution
Abstract
Synthetic aperture radar (SAR) image target recognition aims to identify objects captured in radar imagery accurately and efficiently. This core technology is widely used in various applications, including military and civilian contexts. However, SAR image target recognition models are typically deployed on edge devices with limited computational resources and real-time processing requirements, posing significant challenges to the model size, recognition accuracy, and inference speed. Existing SAR image target recognition methods struggle to achieve outstanding performance in all these aspects simultaneously. To address these challenges, we propose EfficientSARNet, a novel efficient model designed for SAR…
Citation impact
- FWCI
- 197.21
- Percentile
- 100%
- References
- 0
Authors
7- YHYuchao HouCorresponding
Taiyuan Normal University, Shanxi Normal University
- LZLiang Zhang
Taiyuan Normal University, Shanxi Normal University
- JWJ Wang
Taiyuan Normal University, Shanxi Normal University
- HLHongtao Li
Taiyuan Normal University, Shanxi Normal University
- XDXiaoqi Duan
Guizhou University
Topics & keywords
- Synthetic aperture radar
- Automatic target recognition
- Feature extraction
- Feature (linguistics)
- Pattern recognition (psychology)
- Radar imaging
- Inference
- Image (mathematics)