Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priors

JJ Lee, B Li, S Beery, J Huang, S Fei, RA Yeh… - … on Computer Vision, 2024 - Springer
Abstract We introduce Tree-D Fusion, featuring the first collection of 600,000
environmentally aware, 3D simulation-ready tree models generated through Diffusion priors …

Interactive Invigoration: Volumetric Modeling of Trees with Strands

B Li, NA Schwarz, W Pałubicki, S Pirk… - ACM Transactions on …, 2024 - dl.acm.org
Generating realistic models of trees and plants is a complex problem because of the vast
variety of shapes trees can form. Procedural modeling algorithms are popular for defining …

SVDTree: Semantic Voxel Diffusion for Single Image Tree Reconstruction

Y Li, Z Liu, B Benes, X Zhang… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Efficiently representing and reconstructing the 3D geometry of biological trees remains a
challenging problem in computer vision and graphics. We propose a novel approach for …

AWOL: Analysis WithOut Synthesis Using Language

S Zuffi, MJ Black - European Conference on Computer Vision, 2024 - Springer
Many classical parametric 3D shape models exist, but creating novel shapes with such
models requires expert knowledge of their parameters. For example, imagine creating a …

PlantSegNet: 3D point cloud instance segmentation of nearby plant organs with identical semantics

A Zarei, B Li, JC Schnable, E Lyons, D Pauli… - … and Electronics in …, 2024 - Elsevier
In this study, we introduce PlantSegNet, a novel neural network model for instance
segmentation of nearby objects with similar geometric structures. Our work addresses the …

VRTree: Example‐Based 3D Interactive Tree Modeling in Virtual Reality

D Wu, M Yang, Z Liu, F Tu, F Liu… - Computer Graphics …, 2024 - Wiley Online Library
We present VRTree, an example‐based interactive virtual reality (VR) system designed to
efficiently create diverse 3D tree models while faithfully preserving botanical characteristics …

FaçAID: A Transformer Model for Neuro-Symbolic Facade Reconstruction

A Plocharski, J Swidzinski, J Porter-Sobieraj… - SIGGRAPH Asia 2024 …, 2024 - dl.acm.org
We introduce a neuro-symbolic transformer-based model that converts flat, segmented
facade structures into procedural definitions using a custom-designed split grammar. To …

(Real2Sim)−1: 3D Branch Point Cloud Completion for Robotic Pruning in Apple Orchards

T Qiu, A Zoubi, L Cheng, Y Jiang - 2024 IEEE/RSJ International …, 2024 - ieeexplore.ieee.org
Robotic branch pruning, a rapidly growing field addressing labor shortages in agriculture,
requires detailed perception of branch geometry and topology. However, point clouds …

RGB2Point: 3D Point Cloud Generation from Single RGB Images

JJ Lee, B Benes - arXiv preprint arXiv:2407.14979, 2024 - arxiv.org
We introduce RGB2Point, an unposed single-view RGB image to a 3D point cloud
generation based on Transformer. RGB2Point takes an input image of an object and …

3D Branch Point Cloud Completion for Robotic Pruning in Apple Orchards

T Qiu, A Zoubi, L Cheng, Y Jiang - arXiv preprint arXiv:2404.05953, 2024 - arxiv.org
Robotic branch pruning is a significantly growing research area to cope with the shortage of
labor force in the context of agriculture. One fundamental requirement in robotic pruning is …