Xuqi Lu

A structure-aware deep learning combining fine-grained silique segmentation with occlusion compensation for rapeseed yield estimation from multi-view UAV imagery

Yutao Shen, Huiqi Zhang, Ziyue Guo, Xuqi Lu et autres

cn, jp (code pays fourni par la source)

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

Yutao Shen, Hongyu Zhou, Xin Yang, Xuqi Lu et autres

cn (code pays fourni par la source)

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

Yutao Shen, Hongyu Zhou, Xin Yang, Xuqi Lu et autres

Biomass estimation of oilseed rape is crucial for optimizing crop productivity and breeding strategies. While UAV-based imaging has advanced high-throughput phenotyping, current methods often rely on orthophoto images, which struggle with overlapping leaves and incomplete structural information in complex field environments. This …

cn (code pays fourni par la source)

Early surveillance of rice bakanae disease using deep learning and hyperspectral imaging

Sishi Chen, Xuqi Lu, Hongda Fang, Anand Babu Perumal et autres

, poses a significant threat to rice production and has been observed in most rice-growing regions. The disease symptoms caused by different pathogens may vary, including elongated and weak stems, slender and yellow leaves, and dwarfism, as example. Bakanae disease is likely …

cn, in, jp (code pays fourni par la source)

GSP-AI: An AI-Powered Platform for Identifying Key Growth Stages and the Vegetative-to-Reproductive Transition in Wheat Using Trilateral Drone Imagery and Meteorological Data

Liyan Shen, Guohui Ding, Robert J. Jackson, Mujahid Khalaf Ali et autres

) is one of the most important staple crops worldwide. To ensure its global supply, the timing and duration of its growth cycle needs to be closely monitored in the field so that necessary crop management activities can be arranged in a …

cn, gb, us (code pays fourni par la source)

Biomass Phenotyping of Oilseed Rape Through Uav Multi-View Oblique Imaging with 3dgs and Sam Model

Yutao Shen, Hongyu Zhou, Xin Yang, Xuqi Lu et autres

cn (code pays fourni par la source)

High-throughput phenotyping of individual plant height in an oilseed rape population based on Mask-RCNN and UAV images

Yutao Shen, Xuqi Lu, Mengqi Lyu, Hongyu Zhou et autres

cn, ca (code pays fourni par la source)

UAV time-series imagery with novel machine learning to estimate heading dates of rice accessions for breeding

Mengqi Lyu, Xuqi Lu, Yutao Shen, Yuanyuan Tan et autres

cn, ca (code pays fourni par la source)