Search Results for author: Jiayu Dong

Found 2 papers, 1 papers with code

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

1 code implementation ICCV 2021 Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

Experimental results validate the effectiveness of VMNet: specifically, on the challenging ScanNet dataset for large-scale segmentation of indoor scenes, it outperforms the state-of-the-art SparseConvNet and MinkowskiNet (74. 6% vs 72. 5% and 73. 6% in mIoU) with a simpler network structure (17M vs 30M and 38M parameters).

3D Semantic Segmentation

Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition

no code implementations CVPR 2019 Jiayu Dong, Huicheng Zheng, Lina Lian

Sparse representation based methods have successfully put forward a general framework for robust face recognition through linear reconstruction and sparsity constraints.

Face Recognition Robust Face Recognition

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