This study devises an innovative LiDAR point cloud down-sampling strategy that capitalizes on the properties of Fuzzy C Means (FCM) clustering membership functions in each dimension. Traditional ...

Abstract: Effective sampling plays a critical role in the preprocessing of 3D point cloud data, directly impacting the performance of downstream models. Traditional Farthest Point Sampling (FPS) ...

Feature sensitive re-sampling of point set surfaces is an important and challenging task in many computer graphics and geometric modeling applications. Professor MIAO Yongwei and his group at the ...