most citedHigh-fidelity 3D Reconstruction of Plants using Neural Radiance Field

87 citations · 143 across the 6 of their papers we have counts for

collaborators

6 papers

cs.RO2024

Accurate Cutting-point Estimation for Robotic Lychee Harvesting through Geometry-aware Learning

Gengming Zhang, Hao Cao, Kewei Hu +4

Accurately identifying lychee-picking points in unstructured orchard environments and obtaining their coordinate locations is critical to the success of lychee-picking robots. Howe…

cs.CV2024★ 5 cited

Exploring Accurate 3D Phenotyping in Greenhouse through Neural Radiance Fields

Junhong Zhao, Wei Ying, Yaoqiang Pan +4

Accurate collection of plant phenotyping is critical to optimising sustainable farming practices in precision agriculture. Traditional phenotyping in controlled laboratory environm…

cs.RO2024★ 1 cited

Pheno-Robot: An Auto-Digital Modelling System for In-Situ Phenotyping in the Field

Yaoqiang Pan, Kewei Hu, Tianhao Liu +2

Accurate reconstruction of plant models for phenotyping analysis is critical for optimising sustainable agricultural practices in precision agriculture. Traditional laboratory-base…

cs.RO2023★ 2 cited

Developing Flying Explorer for Autonomous Digital Modelling in Wild Unknowns

Naizhong Zhang. Yaoqiang Pan, Yangwen Jin, Peiqi Jin +3

This work presents an innovative solution for robotic odometry, path planning and exploration in wild unknown environments, focusing on digital modelling. The approach uses a minim…

cs.CV2023★ 87 cited

High-fidelity 3D Reconstruction of Plants using Neural Radiance Field

Kewei Hu, Ying Wei, Yaoqiang Pan +2

Accurate reconstruction of plant phenotypes plays a key role in optimising sustainable farming practices in the field of Precision Agriculture (PA). Currently, optical sensor-based…

cs.RO2023★ 48 cited

A Novel Perception and Semantic Mapping Method for Robot Autonomy in Orchards

Yaoqiang Pan, Hao Cao, Kewei Hu +2

Agricultural robots must navigate challenging dynamic and semi-structured environments. Recently, environmental modeling using LiDAR-based SLAM has shown promise in providing highl…