Yalu Wang

Deep Learning-Based Fourier Registration for Forward-Looking Sonar Odometry in Texture-Sparse Underwater Environments

Robust forward-looking sonar (FLS) odometry is critical for underwater autonomous navigation but is hindered by severe noise and sparse textures in acoustic imaging. Traditional Fourier-based methods are susceptible to such degradations, while end-to-end deep learning approaches often struggle to le