Kaiyang Lin

Differentiable Space Carving for 3D Reconstruction Using Imaging Sonar

Effective 3D reconstruction utilizing imaging sonars is vital for underwater robots, particularly in turbid water conditions. The absence of elevation angles in acoustic echo measurements significantly slows down the Neural Radiance Field (NeRF) method. This is attributed to the differentiable rende