no code implementations • 18 Apr 2024 • Jingfeng Guo, Xiaohan Zhang, Baozhu Zhao, Qi Liu
Existing neural radiance fields (NeRF)-based novel view synthesis methods for large-scale outdoor scenes are mainly built on a single altitude.
1 code implementation • 4 Mar 2024 • Baozhu Zhao, Qiwei Xiong, Xiaohan Zhang, Jingfeng Guo, Qi Liu, Xiaofen Xing, Xiangmin Xu
Three-dimensional point cloud anomaly detection that aims to detect anomaly data points from a training set serves as the foundation for a variety of applications, including industrial inspection and autonomous driving.
no code implementations • 21 Jun 2023 • Renjie Cheng, Zhemin Zhuang, Shuxin Zhuang, Lei Xie, Jingfeng Guo
To address these challenges, we propose a single-layer Transformer network called Multi-Scale Shifted Windows Transformer Networks (MSW-Transformer), which uses a multi-window sliding attention mechanism at different scales to capture features in different dimensions.