Ping-Chia Huang

ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation

Despite the success of deep learning on supervised point cloud semantic segmentation, obtaining large-scale point-by-point manual annotations is still a significant challenge. To reduce the huge annotation burden, we propose a Region-based and Diversity-aware Active Learning (ReDAL), a general frame…