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

Registration of spatio-temporal point clouds of plants for phenotyping

(2021) Nived Chebrolu et al.   PLoS One

Label3DMaize: toolkit for 3D point cloud data annotation of maize shoots

(2021) Teng Miao et al.   GigaScience

A review of computer vision technologies for plant phenotyping

(2020) Zhenbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant Phenotyping Research Trends, a Science Mapping Approach

(2019) Corrado Costa et al.   Frontiers in Plant Science

The Influence of Light Intensity and Leaf Movement on Photosynthesis Characteristics and Carbon Balance of Soybean

(2019) Lingyang Feng et al.   Frontiers in Plant Science

Development of a Peanut Canopy Measurement System Using a Ground-Based LiDAR Sensor

(2019) Hongbo Yuan et al.   Frontiers in Plant Science

A novel image processing algorithm to separate linearly clustered kiwifruits

(2019) Longsheng Fu et al.   BIOSYSTEMS ENGINEERING

DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

(2019) Pouria Sadeghi-Tehran et al.   Frontiers in Plant Science

Dynamic Graph CNN for Learning on Point Clouds

(2019) Yue Wang et al.   ACM TRANSACTIONS ON GRAPHICS

SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks

(2018) Alexandre Boulch et al.   COMPUTERS & GRAPHICS-UK

Estimation of the vertical leaf area profile of corn ( Zea mays ) plants using terrestrial laser scanning (TLS)

(2018) Wei Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automated Segmentation of Leaves From Deciduous Trees in Terrestrial Laser Scanning Point Clouds

(2018) Zs. Koma et al.   IEEE Geoscience and Remote Sensing Letters

Field-based high-throughput phenotyping of plant height in sorghum using different sensing technologies

(2018) Xu Wang et al.   Plant Methods

High Throughput Determination of Plant Height, Ground Cover, and Above-Ground Biomass in Wheat with LiDAR

(2018) Jose A. Jimenez-Berni et al.   Frontiers in Plant Science

Automated extraction of corn leaf points from unorganized terrestrial LiDAR point clouds

(2018) Wei Su et al.   International Journal of Agricultural and Biological Engineering

Stem-Leaf Segmentation and Phenotypic Trait Extraction of Individual Maize Using Terrestrial LiDAR Data

(2018) Shichao Jin et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Leaf to canopy upscaling approach affects the estimation of canopy traits

(2018) Tawanda W. Gara et al.   GIScience & Remote Sensing

Crop genome-wide association study: a harvest of biological relevance

(2018) Hai-Jun Liu et al.   PLANT JOURNAL

Automatic Leaf Segmentation for Estimating Leaf Area and Leaf Inclination Angle in 3D Plant Images

(2018) Kenta Itakura et al.   SENSORS

Comparing RGB-D Sensors for Close Range Outdoor Agricultural Phenotyping

(2018) Adar Vit et al.   SENSORS

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A high-throughput stereo-imaging system for quantifying rape leaf traits during the seedling stage

(2017) Xiong Xiong et al.   Plant Methods

Crop 3D—a LiDAR based platform for 3D high-throughput crop phenotyping

(2017) Qinghua Guo et al.   Science China-Life Sciences

Estimating Leaf Area Density of Individual Trees Using the Point Cloud Segmentation of Terrestrial LiDAR Data and a Voxel-Based Model

(2017) Shihua Li et al.   Remote Sensing

In-Field High-Throughput Phenotyping of Cotton Plant Height Using LiDAR

(2017) Shangpeng Sun et al.   Remote Sensing

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

(2017) Adam Conn et al.   Cell Systems

Genotypes, Networks, Phenotypes: Moving Toward Plant Systems Genetics

(2016) Takehiko Ogura et al.   Annual Review of Cell and Developmental Biology

Localisation of litchi in an unstructured environment using binocular stereo vision

(2016) Chenglin Wang et al.   BIOSYSTEMS ENGINEERING

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

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

Geometric leaf classification

(2015) Cem Kalyoncu et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

DeepPano: Deep Panoramic Representation for 3-D Shape Recognition

(2015) Baoguang Shi et al.   IEEE SIGNAL PROCESSING LETTERS

Leaf segmentation in plant phenotyping: a collation study

(2015) Hanno Scharr et al.   MACHINE VISION AND APPLICATIONS

Accuracy Analysis of a Multi-View Stereo Approach for Phenotyping of Tomato Plants at the Organ Level

(2015) Johann Rose et al.   SENSORS

A novel mesh processing based technique for 3D plant analysis

(2012) Anthony Paproki et al.   BMC PLANT BIOLOGY

Automatic reconstruction of tree skeletal structures from point clouds

(2010) Yotam Livny et al.   ACM TRANSACTIONS ON GRAPHICS