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EasyDAM_V2: Efficient Data Labeling Method for Multishape, Cross-Species Fruit Detection

期刊: PLANT PHENOMICS, 2022; 2022 ()

In modern smart orchards, fruit detection models based on deep learning require expensive dataset labeling work to support the construction of detecti......

JIF:6.961

Dynamic Color Transform Networks for Wheat Head Detection

期刊: PLANT PHENOMICS, 2022; 2022 ()

Wheat head detection can measure wheat traits such as head density and head characteristics. Standard wheat breeding largely relies on manual observat......

JIF:6.961

Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics

期刊: PLANT PHENOMICS, 2022; 2022 ()

Forested environments feature a highly complex radiation regime, and solar radiation is hindered from penetrating into the forest by the 3D canopy str......

JIF:6.961

BFP Net: Balanced Feature Pyramid Network for Small Apple Detection in Complex Orchard Environment

期刊: PLANT PHENOMICS, 2022; 2022 ()

Despite of significant achievements made in the detection of target fruits, small fruit detection remains a great challenge, especially for immature s......

JIF:6.961

Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging

期刊: PLANT PHENOMICS, 2022; 2022 ()

Traditional methods used to monitor the aboveground biomass (AGB) and belowground biomass (BGB) of slash pine (Pinus elliottii) rely on on-ground meas......

JIF:6.961

End-to-End Fusion of Hyperspectral and Chlorophyll Fluorescence Imaging to Identify Rice Stresses

期刊: PLANT PHENOMICS, 2022; 2022 ()

Herbicides and heavy metals are hazardous substances of environmental pollution, resulting in plant stress and harming humans and animals. Identificat......

JIF:6.961

Prediction of the Maturity of Greenhouse Grapes Based on Imaging Technology

期刊: PLANT PHENOMICS, 2022; 2022 ()

To predict grape maturity in solar greenhouses, a plant phenotype-monitoring platform (Phenofix, France) was used to obtain RGB images of grapes from ......

JIF:6.961

Application of UAV Multisensor Data and Ensemble Approach for High-Throughput Estimation of Maize Phenotyping Traits

期刊: PLANT PHENOMICS, 2022; 2022 ()

High-throughput estimation of phenotypic traits from UAV (unmanned aerial vehicle) images is helpful to improve the screening efficiency of breeding m......

JIF:6.961

Moxa Wool in Different Purities and Different Growing Years Measured by Terahertz Spectroscopy

期刊: PLANT PHENOMICS, 2022; 2022 ()

Moxa wool is a traditional Chinese herbal medicine, which can warm channels to dispel coldness. At present, there is no unified index to evaluate the ......

JIF:6.961

3dCAP-Wheat: An Open-Source Comprehensive Computational Framework Precisely Quantifies Wheat Foliar, Nonfoliar, and Canopy Photosynthesis

期刊: PLANT PHENOMICS, 2022; 2022 ()

Canopy photosynthesis is the sum of photosynthesis of all above-ground photosynthetic tissues. Quantitative roles of nonfoliar tissues in canopy photo......

JIF:6.961

Spectrometric Prediction of Nitrogen Content in Different Tissues of Slash Pine Trees

期刊: PLANT PHENOMICS, 2022; 2022 ()

The internal cycling of nitrogen (N) storage and consumption in trees is an important physiological mechanism associated with tree growth. Here, we ex......

JIF:6.961

Spectral Preprocessing Combined with Deep Transfer Learning to Evaluate Chlorophyll Content in Cotton Leaves

期刊: PLANT PHENOMICS, 2022; 2022 ()

Rapid determination of chlorophyll content is significant for evaluating cotton's nutritional and physiological status. Hyperspectral technology equip......

JIF:6.961

Simultaneous Prediction of Wheat Yield and Grain Protein Content Using Multitask Deep Learning from Time-Series Proximal Sensing

期刊: PLANT PHENOMICS, 2022; 2022 ()

Wheat yield and grain protein content (GPC) are two main optimization targets for breeding and cultivation. Remote sensing provides nondestructive and......

JIF:6.961

PSegNet: Simultaneous Semantic and Instance Segmentation for Point Clouds of Plants

期刊: PLANT PHENOMICS, 2022; 2022 ()

Phenotyping of plant growth improves the understanding of complex genetic traits and eventually expedites the development of modern breeding and intel......

JIF:6.961

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