Semantic Scene Completion via Integrating Instances and Scene In-the-Loop
Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang, Hongsheng Li
2021Year
33Top-tier citations
Abstract
Extensively experiments show that our proposed method consistently outperforms state-of-the-art methods on both real NYU, NYUCAD and synthetic SUNCG-RGBD datasets. The code and the supplementary material will be available at https://github.com/yjcaimeow/SISNet .
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Cited by top-tier papers33
- OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy PerceptionXiaofeng Wang, Zheng Zhu, Wenbo Xu, Yunpeng Zhang et al.ICCV 2023 · 270 citations
- MonoScene: Monocular 3D Semantic Scene CompletionAnh-Quan Cao, Raoul de CharetteCVPR 2022 · 251 citations
- NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates SpaceJiawei Yao, Chuming Li, Keqiang Sun, Yingjie Cai et al.ICCV 2023 · 150 citations
- POP-3D: Open-Vocabulary 3D Occupancy Prediction from ImagesAntonín Vobecký, Oriane Siméoni, David Hurych, Spyridon Gidaris et al.NeurIPS 2023 · 67 citations
- RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging RadarFangqiang Ding, Xiangyu Wen, Yunzhou Zhu, Yiming Li et al.NeurIPS 2024 · 66 citations
Builds on9
- Deep Hough Voting for 3D Object Detection in Point CloudsCharles R. Qi, Or Litany, Kaiming He, Leonidas J. GuibasICCV 2019 · 1,467 citations
- Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene CompletionPingping Zhang, Wei Liu, Yinjie Lei, Huchuan Lu et al.ICCV 2019 · 79 citations
- ForkNet: Multi-Branch Volumetric Semantic Completion From a Single Depth ImageYida Wang, David Joseph Tan, Nassir Navab, Federico TombariICCV 2019 · 67 citations
- 3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure PriorXiaokang Chen, Kwan-Yee Lin, Chen Qian, Gang Zeng et al.CVPR 2020
- Anisotropic Convolutional Networks for 3D Semantic Scene CompletionJie Li, Kai Han, Peng Wang, Yu Liu et al.CVPR 2020
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