VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation

1 code implementation • CVPR 2023 • Bingchen Yang, Haiyong Jiang, Hao Pan, Jun Xiao

To overcome these issues, we propose to fully utilize the regular elements in vector floorplans for more integral segmentation.

Graph Attention Segmentation +2

CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing

1 code implementation • ICCV 2021 • Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

Generating an interpretable and compact representation of 3D shapes from point clouds is an important and challenging problem.

End-to-End 3D Point Cloud Instance Segmentation Without Detection

no code implementations • CVPR 2020 • Haiyong Jiang, Feilong Yan, Jianfei Cai, Jianmin Zheng, Jun Xiao

Then we propose an assignment module for candidate assignment and a suppression module to eliminate redundant candidates.

3D Instance Segmentation Segmentation +1

Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds

no code implementations • ICCV 2019 • Haiyong Jiang, Jianfei Cai, Jianmin Zheng

Thus, we propose to incorporate skeleton awareness into the deep learning based regression of SMPL parameters for 3D human shape reconstruction.

regression valid