Enhance Local Feature Consistency with Structure Similarity Loss for 3D Semantic Segmentation
Cheng- Wei Lin,Fang-Yu Syu,Yi-Ju Pan,Kuan-Wen Chen,Cheng- Wei Lin,Fang-Yu Syu,Yi-Ju Pan,Kuan-Wen Chen
Recently, many research studies have been carried out on using deep learning methods for 3D point cloud understanding. However, there is still no remarkable result on 3D point cloud semantic segmentation compared to those of 2D research. One important reason is that 3D data has higher dimensionality but lacks large datasets, which means that the deep learning model is difficult to optimize and eas...