List of works - Wei Guo

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting

scientific article published on 27 June 2019

Active learning with point supervision for cost-effective panicle detection in cereal crops

scientific article published on 07 March 2020

Aerial Imagery Analysis - Quantifying Appearance and Number of Sorghum Heads for Applications in Breeding and Agronomy

scientific article published on 23 October 2018

Automated characterization of flowering dynamics in rice using field-acquired time-series RGB images

scientific article

Automatic estimation of heading date of paddy rice using deep learning

scientific article published on 13 July 2019

Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV

scientific article published on 01 February 2016

Contemporary adaptive divergence of plant competitive traits in urban and rural populations and its implication for weed management

scientific article published on 08 July 2020

Did the Global Wheat Head Challenges solve wheat head counting ?

Easy MPE: Extraction of Quality Microplot Images for UAV-Based High-Throughput Field Phenotyping

scientific article published on 29 November 2019

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

scientific article published in 2022

EasyDCP: An affordable, high‐throughput tool to measure plant phenotypic traits in 3D

scientific article published in 2021

EasyIDP: A Python Package for Intermediate Data Processing in UAV-Based Plant Phenotyping

scientific article published on 05 July 2021

EasyPCC: Benchmark Datasets and Tools for High-Throughput Measurement of the Plant Canopy Coverage Ratio under Field Conditions.

scientific article

Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution

scientific article published on 21 August 2021

Field-based individual plant phenotyping of herbaceous species by unmanned aerial vehicle

scientific article published on 19 October 2020

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

scientific article published on 20 August 2020

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

scientific article published on 22 September 2021

High-Throughput Phenotyping of Sorghum Plant Height Using an Unmanned Aerial Vehicle and Its Application to Genomic Prediction Modeling

scientific article published on 28 March 2017

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

scientific article published on 24 February 2022

Intact Detection of Highly Occluded Immature Tomatoes on Plants Using Deep Learning Techniques

scientific article published on 25 May 2020

Node Detection and Internode Length Estimation of Tomato Seedlings Based on Image Analysis and Machine Learning.

scientific article published on 7 July 2016

On plant detection of intact tomato fruits using image analysis and machine learning methods

scientific article

Pixel size of aerial imagery constrains the applications of unmanned aerial vehicle in crop breeding

scientific article published in August 2019

VegAnn, Vegetation Annotation of multi-crop RGB images acquired under diverse conditions for segmentation

scientific article published in 2023

List of works by Wei Guo

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting

Active learning with point supervision for cost-effective panicle detection in cereal crops

Aerial Imagery Analysis - Quantifying Appearance and Number of Sorghum Heads for Applications in Breeding and Agronomy

Automated characterization of flowering dynamics in rice using field-acquired time-series RGB images

Automatic estimation of heading date of paddy rice using deep learning

Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV

Contemporary adaptive divergence of plant competitive traits in urban and rural populations and its implication for weed management

Did the Global Wheat Head Challenges solve wheat head counting ?

Easy MPE: Extraction of Quality Microplot Images for UAV-Based High-Throughput Field Phenotyping

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

EasyDCP: An affordable, high‐throughput tool to measure plant phenotypic traits in 3D

EasyIDP: A Python Package for Intermediate Data Processing in UAV-Based Plant Phenotyping

EasyPCC: Benchmark Datasets and Tools for High-Throughput Measurement of the Plant Canopy Coverage Ratio under Field Conditions.

Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution

Field-based individual plant phenotyping of herbaceous species by unmanned aerial vehicle

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

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

High-Throughput Phenotyping of Sorghum Plant Height Using an Unmanned Aerial Vehicle and Its Application to Genomic Prediction Modeling

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

Intact Detection of Highly Occluded Immature Tomatoes on Plants Using Deep Learning Techniques

Node Detection and Internode Length Estimation of Tomato Seedlings Based on Image Analysis and Machine Learning.

On plant detection of intact tomato fruits using image analysis and machine learning methods

Pixel size of aerial imagery constrains the applications of unmanned aerial vehicle in crop breeding

VegAnn, Vegetation Annotation of multi-crop RGB images acquired under diverse conditions for segmentation