4 papers
Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priors
Jae Joong Lee, Bosheng Li, Sara Beery +4
We introduce Tree D-fusion, featuring the first collection of 600,000 environmentally aware, 3D simulation-ready tree models generated through Diffusion priors. Each reconstructed…
LiDAR-Forest Dataset: LiDAR Point Cloud Simulation Dataset for Forestry Application
Yawen Lu, Zhuoyang Sun, Jinyuan Shao +4
The popularity of LiDAR devices and sensor technology has gradually empowered users from autonomous driving to forest monitoring, and research on 3D LiDAR has made remarkable progr…
M2fNet: Multi-modal Forest Monitoring Network on Large-scale Virtual Dataset
Yawen Lu, Yunhan Huang, Su Sun +4
Forest monitoring and education are key to forest protection, education and management, which is an effective way to measure the progress of a country's forest and climate commitme…
DeepTree: Modeling Trees with Situated Latents
Xiaochen Zhou, Bosheng Li, Bedrich Benes +2
In this paper, we propose DeepTree, a novel method for modeling trees based on learning developmental rules for branching structures instead of manually defining them. We call our…