2 papers
cs.CV2025
Beyond Motion Cues and Structural Sparsity: Revisiting Small Moving Target Detection
Guoyi Zhang, Siyang Chen, Guangsheng Xu +3
Small moving target detection is crucial for many defense applications but remains highly challenging due to low signal-to-noise ratios, ambiguous visual cues, and cluttered backgr…
cs.CV2025
Low-Level Matters: An Efficient Hybrid Architecture for Robust Multi-frame Infrared Small Target Detection
Zhihua Shen, Siyang Chen, Han Wang +4
Multi-frame infrared small target detection (IRSTD) plays a crucial role in low-altitude and maritime surveillance. The hybrid architecture combining CNNs and Transformers shows gr…