panomiX: Investigating mechanisms of trait emergence through multi-omics data integration

Rapid acquisition of ionomic and morphological data from plant seeds through fast X-ray fluorescence microscopy and computer vision

DeepSpecN: A new hybrid method combining PROSPECT-PRO and Conv-Transformer to estimate leaf nitrogen content from leaf reflectance

Aerial imagery and Segment Anything Model for architectural trait phenotyping to support genetic analysis in peanut breeding

Leaf bidirectional reflectance distribution function (BRDF) prediction with phenotypic traits in four species: Development of a novel measuring and analyzing framework

Multi-trait spectral modeling for estimating grapevine leaf traits and nutrients

3D reconstruction of root system architecture in urban forest parks based on ground penetrating radar instantaneous amplitude analysis

A survey on 3D reconstruction techniques in plant phenotyping: From classical methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and beyond

Grading evaluation of haploid fertility restoration traits based on inception-ResNet in maize

WPDSI: A deep learning method for wheat phenology detection from single-temporal images

RootXplorer: A computer vision-based 3D phenotyping platform for high-throughput quantification and spatio-temporal analysis of root system penetrability

CornPheno: Phenotyping corn ear kernels in the wild via point query transformer