Soybean-MVS: Annotated Three-Dimensional Model Dataset of Whole Growth Period Soybeans for 3D Plant Organ Segmentation

Automatic organ-level point cloud segmentation of maize shoots by integrating high-throughput data acquisition and deep learning

(2022) Yinglun Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

PlantNet: A dual-function point cloud segmentation network for multiple plant species

(2022) Dawei Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods

(2022) Kaya Turgut et al.   Plant Methods

How Useful Is Image-Based Active Learning for Plant Organ Segmentation?

(2022) Shivangana Rawat et al.   Plant Phenomics

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

(2022) Dawei Li et al.   Plant Phenomics

Segmentation of Plant Point Cloud based on Deep Learning Method

(2022) Yibin Lai et al.   Computer-Aided Design and Applications

Cassava root crown phenotyping using three-dimension (3D) multi-view stereo reconstruction

(2022) Pongsakorn Sunvittayakul et al.   Scientific Reports

A miniaturized phenotyping platform for individual plants using multi-view stereo 3D reconstruction

(2022) Sheng Wu et al.   Frontiers in Plant Science

Pheno4D: A spatio-temporal dataset of maize and tomato plant point clouds for phenotyping and advanced plant analysis

(2021) David Schunck et al.   PLoS One

Boosting plant-part segmentation of cucumber plants by enriching incomplete 3D point clouds with spectral data

(2021) Frans P. Boogaard et al.   BIOSYSTEMS ENGINEERING

Panicle-3D: Efficient Phenotyping Tool for Precise Semantic Segmentation of Rice Panicle Point Cloud

(2021) Liang Gong et al.   Plant Phenomics

ROSE-X: an annotated data set for evaluation of 3D plant organ segmentation methods

(2020) Helin Dutagaci et al.   Plant Methods

Analysing the phenotype development of soybean plants using low-cost 3D reconstruction

(2020) Rongsheng Zhu et al.   Scientific Reports

Reconstruction method and optimum range of camera-shooting angle for 3D plant modeling using a multi-camera photography system

(2020) Xingtong Lu et al.   Plant Methods

Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

(2020) Etienne David et al.   Plant Phenomics

Leveraging Image Analysis to Compute 3D Plant Phenotypes Based on Voxel-Grid Plant Reconstruction

(2020) Sruti Das Choudhury et al.   Frontiers in Plant Science

Automated segmentation of soybean plants from 3D point cloud using machine learning

(2019) Jing Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Quantifying Variation in Soybean Due to Flood Using a Low-Cost 3D Imaging System

(2019) Wenyi Cao et al.   SENSORS

Plant-part segmentation using deep learning and multi-view vision

(2019) Weinan Shi et al.   BIOSYSTEMS ENGINEERING

Image-based dynamic quantification and high-accuracy 3D evaluation of canopy structure of plant populations

(2018) Fang Hui et al.   ANNALS OF BOTANY

Data synthesis methods for semantic segmentation in agriculture: A Capsicum annuum dataset

(2018) R. Barth et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Vinobot and Vinoculer: Two Robotic Platforms for High-Throughput Field Phenotyping

(2017) Ali Shafiekhani et al.   SENSORS

High-Resolution Laser Scanning Reveals Plant Architectures that Reflect Universal Network Design Principles

(2017) Adam Conn et al.   Cell Systems

Dynamic quantification of canopy structure to characterize early plant vigour in wheat genotypes

(2016) T. Duan et al.   JOURNAL OF EXPERIMENTAL BOTANY

3D modelling of individual trees using a handheld camera: Accuracy of height, diameter and volume estimates

(2015) Jordan Miller et al.   URBAN FORESTRY & URBAN GREENING