Ligang Zhang

Gaussian Uncertainty-Driven Multi-Model Fitting with Graph Neural Network

Multi-model fitting is fundamental for robust geometric estimation in computer vision. However, recent deep learning methods enable parallel model detection but rely on simple architectures that inadequately model spatial relationships. Moreover, current methods typically generate hypotheses only th