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- WKU TopNet
We would like to show you a description here but the site won’t allow us
- GitHub - xinjiewang1995 TopNet: [CVPR 2025] This is the official . . .
Comprehensive experiments across both indoor and outdoor point cloud datasets demonstrate that our TopNet achieves state-of-the-art performance with fewer parameters, further advancing the reduction-efficiency boundaries of PCGC
- TopNet: Transformer-Efficient Occupancy Prediction Network for Octree . . .
Efficient Point Cloud Geometry Compression (PCGC) with a lower bits per point (BPP) and higher peak signalto-noise ratio (PSNR) is essential for the transportation of large-scale 3D data Although octree-based entropy models can reduce BPP without introducing geometry distortion, existing CNN-based models struggle with limited receptive fields to capture long-range dependencies, while
- TopNet: Transformer-Efficient Occupancy Prediction Network for Octree . . .
In general, our proposed TopNet, which integrates all components, achieves the highest BPP reductions on 8iVFB and MVUB, underscoring the effectiveness of each module in enhancing compression performance
- [2304. 03372] TopNet: Transformer-based Object Placement Network for . . .
View a PDF of the paper titled TopNet: Transformer-based Object Placement Network for Image Compositing, by Sijie Zhu and 5 other authors
- TopNet: Structural Point Cloud Decoder - 知乎
TopNet: Structural Point Cloud Decoder 金箍棒了个棒 wuho~ 收录于 · 人工智能
- Topnet Live Corrections - Topcon Positioning
Topnet Live is a real-time GNSS correction service that delivers high-quality data to GNSS receivers around the globe The service can be used in a variety of applications including survey, construction, GIS, mapping, and agriculture
- TopNet：基于Transformer的高效点云几何压缩网络模型详解-CSDN博客
TopNet通过创新的CNN-Transformer协作架构，在点云几何压缩领域实现了性能与效率的双重突破。 实验表明，该方法在复杂真实场景中显著优于现有方法，为大规模点云应用提供了高效解决方案。
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