2 papers
cs.CV2026
A Dual-Branch Collaborative Framework for Joint Optimization of Underwater Image Enhancement and Object Detection
Liyuan Cao, Zheng Liu, Guanghao Liao +2
Due to wavelength dependent light absorption and scattering, underwater images usually suffer from color distortion and blurred details, which limits underwater object detection pe…
cs.CV2026
SPMamba-YOLO: An Underwater Object Detection Network Based on Multi-Scale Feature Enhancement and Global Context Modeling
Guanghao Liao, Zhen Liu, Liyuan Cao +2
Underwater object detection is a critical yet challenging research problem owing to severe light attenuation, color distortion, background clutter, and the small scale of underwate…