activity
20222024
most citedPST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage

77 citations · 117 across the 7 of their papers we have counts for

collaborators

7 papers

eess.SP2024★ 2 cited

Real-time Reflectance Generation for UAV Multispectral Imagery using an Onboard Downwelling Spectrometer in Varied Weather Conditions

Jiayang Xie, Yutao Shen, Haiyan Cen

Advancements in unmanned aerial vehicle (UAV) remote sensing with spectral imaging enable efficient assessment of critical agronomic traits. However, existing reflectance calibrati…

cs.CV2024

Biomass phenotyping of oilseed rape through UAV multi-view oblique imaging with 3DGS and SAM model

Yutao Shen, Hongyu Zhou, Xin Yang +5

Biomass estimation of oilseed rape is crucial for optimizing crop productivity and breeding strategies. While UAV-based imaging has advanced high-throughput phenotyping, current me…

cs.CV2024

PanicleNeRF: low-cost, high-precision in-field phenotypingof rice panicles with smartphone

Xin Yang, Xuqi Lu, Pengyao Xie +6

The rice panicle traits significantly influence grain yield, making them a primary target for rice phenotyping studies. However, most existing techniques are limited to controlled…

econ.GN2024★ 36 cited

Co-benefits of Agricultural Diversification and Technology for Food and Nutrition Security in China

Thomas Cherico Wanger, Estelle Raveloaritiana, Siyan Zeng +12

China is the leading crop producer and has successfully implemented sustainable development programs related to agriculture. Sustainable agriculture has been promoted to achieve na…

eess.SP2023★ 1 cited

Investigation on data fusion of sun-induced chlorophyll fluorescence and reflectance for photosynthetic capacity of rice

Yu-an Zhou, Li Zhai, Weijun Zhou +2

Studying crop photosynthesis is crucial for improving yield, but current methods are labor-intensive. This research aims to enhance accuracy by combining leaf reflectance and sun-i…

eess.IV2023★ 1 cited

Generating high-quality 3DMPCs by adaptive data acquisition and NeREF-based radiometric calibration with UGV plant phenotyping system

Pengyao Xie, Zhihong Ma, Ruiming Du +2

Fusion of 3D and MS imaging data has a great potential for high-throughput plant phenotyping of structural and biochemical as well as physiological traits simultaneously, which is…

cs.CV2022★ 77 cited

PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage

Ruiming Du, Zhihong Ma, Pengyao Xie +2

Segmentation of plant point clouds to obtain high-precise morphological traits is essential for plant phenotyping. Although the fast development of deep learning has boosted much r…