Articles citing this paper
Approaches to three-dimensional reconstruction of plant shoot topology and geometry
Jonathon A. Gibbs A C , Michael Pound A , Andrew P. French A , Darren M. Wells B , Erik Murchie B and Tony Pridmore A
+ Author Affiliations
- Author Affiliations
A School of Computer Science, University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB, UK.
B School of Biosciences, University of Nottingham, Sutton Bonington Campus, Sutton Bonington, Leicestershire, LE12 5RD, UK.
C Corresponding author. Email: psxjg6@nottingham.ac.uk
Functional Plant Biology 44(1) 62-75 https://doi.org/10.1071/FP16167
Submitted: 4 May 2016 Accepted: 23 July 2016 Published: 26 August 2016
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Tamura Shun,
Buayai Prawit,
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Makino Koji,
Kamarudin Latifah Munirah, Mao Xiaoyang
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Low-Cost Three-Dimensional Modeling of Crop Plants
Martinez-Guanter Jorge,
Ribeiro Ángela,
Peteinatos Gerassimos G.,
Pérez-Ruiz Manuel,
Gerhards Roland,
Bengochea-Guevara José María,
Machleb Jannis, Andújar Dionisio
Sensors. 2019 19(13). p.2883
Label3DMaize: toolkit for 3D point cloud data annotation of maize shoots
Miao Teng,
Wen Weiliang,
Li Yinglun,
Wu Sheng,
Zhu Chao, Guo Xinyu
GigaScience. 2021 10(5).
3D Point Cloud on Semantic Information for Wheat Reconstruction
Yang Yuhang,
Zhang Jinqian,
Wu Kangjie,
Zhang Xixin,
Sun Jun,
Peng Shuaibo,
Li Jun, Wang Mantao
Agriculture. 2021 11(5). p.450
Radiative Transfer Image Simulation Using L-System Modeled Strawberry Canopies
Guan Zhen,
Abd-Elrahman Amr,
Whitaker Vance,
Agehara Shinsuke,
Wilkinson Benjamin,
Gastellu-Etchegorry Jean-Philippe, Dewitt Bon
Remote Sensing. 2022 14(3). p.548
Prospects for Measurement of Dry Matter Yield in Forage Breeding Programs Using Sensor Technologies
Gebremedhin Alem,
Badenhorst Pieter E.,
Wang Junping,
Spangenberg German C., Smith Kevin F.
Agronomy. 2019 9(2). p.65
Computer and Computing Technologies in Agriculture XI (2019)
Open source 3D phenotyping of chickpea plant architecture across plant development
Salter William T.,
Shrestha Arjina, Barbour Margaret M.
Plant Methods. 2021 17(1).
GANana: Unsupervised Domain Adaptation for Volumetric Regression of Fruit
Hartley Zane K. J.,
Jackson Aaron S.,
Pound Michael, French Andrew P.
Plant Phenomics. 2021 2021
Self-Supervised Plant Phenotyping by Combining Domain Adaptation with 3D Plant Model Simulations: Application to Wheat Leaf Counting at Seedling Stage
Li Yinglun,
Zhan Xiaohai,
Liu Shouyang,
Lu Hao,
Jiang Ruibo,
Guo Wei,
Chapman Scott,
Ge Yufeng,
Solan Benoit,
Ding Yanfeng, Baret Frédéric
Plant Phenomics. 2023 5
TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM
Xu Bo,
Wan Xiangyuan,
Yang Hao,
Feng Haikuan,
Fu Yuanyuan,
Cen Haiyan,
Wang Binbin,
Zhang Zhoufeng,
Li Siyuan,
Zhao Chunjiang, Yang Guijun
Computers and Electronics in Agriculture. 2023 212 p.108150
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Bouvry Arnaud,
Leemans Vincent,
Dumont Benjamin, Mercatoris Benoît
Frontiers in Plant Science. 2020 11
Plant growth: the What, the How, and the Why
Hilty Jonas,
Muller Bertrand,
Pantin Florent, Leuzinger Sebastian
New Phytologist. 2021 232(1). p.25
Fast Multi-View 3D reconstruction of seedlings based on automatic viewpoint planning
Wei Kaihua,
Liu Shuang,
Chen Qingguang,
Huang Shentao,
Zhong Mingwei,
Zhang Jingcheng,
Sun Hongwei,
Wu Kaihua,
Fan Shanhui,
Ye Ziran, Kong Dedong
Computers and Electronics in Agriculture. 2024 218 p.108708
Novel Low Cost 3D Surface Model Reconstruction System for Plant Phenotyping
Liu Suxing,
Acosta-Gamboa Lucia,
Huang Xiuzhen, Lorence Argelia
Journal of Imaging. 2017 3(3). p.39
Rapid Screening of Nitrogen Use Efficiency in Perennial Ryegrass (Lolium perenne L.) Using Automated Image-Based Phenotyping
Wang Junping,
Dimech Adam M.,
Spangenberg German,
Smith Kevin, Badenhorst Pieter
Frontiers in Plant Science. 2020 11
Pheno4D: A spatio-temporal dataset of maize and tomato plant point clouds for phenotyping and advanced plant analysis
Schunck David,
Magistri Federico,
Rosu Radu Alexandru,
Cornelißen André,
Chebrolu Nived,
Paulus Stefan,
Léon Jens,
Behnke Sven,
Stachniss Cyrill,
Kuhlmann Heiner,
Klingbeil Lasse, Agudo Antonio
PLOS ONE. 2021 16(8). p.e0256340
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Liu Fusang,
Hu Pengcheng,
Zheng Bangyou,
Duan Tao,
Zhu Binglin, Guo Yan
Agricultural and Forest Meteorology. 2021 296 p.108231
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Gibbs Jonathon A.,
Pound Michael P.,
French Andrew P.,
Wells Darren M.,
Murchie Erik H., Pridmore Tony P.
IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2020 17(6). p.1907
Automatic Measurement of Morphological Traits of Typical Leaf Samples
Huang Xia,
Zheng Shunyi, Gui Li
Sensors. 2021 21(6). p.2247
Virtual Reconstruction Method of Regional 3D Image Based on Visual Transmission Effect
Yin Jing,
Yang Jong Hoon, Lv Zhihan
Complexity. 2021 2021 p.1
Validation of a functional-structural tree model using terrestrial Lidar data
Beyer Robert,
Bayer Dominik,
Letort Véronique,
Pretzsch Hans, Cournède Paul-Henry
Ecological Modelling. 2017 357 p.55
New strategies on the application of artificial intelligence in the field of phytoremediation
Singh Pratyasha,
Pani Aparupa,
Mujumdar Arun S., Shirkole Shivanand S.
International Journal of Phytoremediation. 2023 25(4). p.505
Field phenotyping for African crops: overview and perspectives
Cudjoe Daniel K.,
Virlet Nicolas,
Castle March,
Riche Andrew B.,
Mhada Manal,
Waine Toby W.,
Mohareb Fady, Hawkesford Malcolm J.
Frontiers in Plant Science. 2023 14
A robot-assisted imaging pipeline for tracking the growths of maize ear and silks in a high-throughput phenotyping platform
Brichet Nicolas,
Fournier Christian,
Turc Olivier,
Strauss Olivier,
Artzet Simon,
Pradal Christophe,
Welcker Claude,
Tardieu François, Cabrera-Bosquet Llorenç
Plant Methods. 2017 13(1).
Crop Phenomics: Current Status and Perspectives
Zhao Chunjiang,
Zhang Ying,
Du Jianjun,
Guo Xinyu,
Wen Weiliang,
Gu Shenghao,
Wang Jinglu, Fan Jiangchuan
Frontiers in Plant Science. 2019 10
In-field High Throughput Phenotyping and Cotton Plant Growth Analysis Using LiDAR
Sun Shangpeng,
Li Changying,
Paterson Andrew H.,
Jiang Yu,
Xu Rui,
Robertson Jon S.,
Snider John L., Chee Peng W.
Frontiers in Plant Science. 2018 9
A method for detecting tomato canopies’ phenotypic traits based on improved skeleton extraction algorithm
Zhu Tianyu,
Ma Xiaodan,
Guan Haiou,
Wu Xia,
Wang Feiyi,
Yang Chen, Jiang Qiu
Computers and Electronics in Agriculture. 2023 214 p.108285
High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection
Sun Shangpeng,
Li Changying,
Chee Peng W.,
Paterson Andrew H.,
Meng Cheng,
Zhang Jingyi,
Ma Ping,
Robertson Jon S., Adhikari Jeevan
Computers and Electronics in Agriculture. 2021 187 p.106276
An Accurate Skeleton Extraction Approach From 3D Point Clouds of Maize Plants
Wu Sheng,
Wen Weiliang,
Xiao Boxiang,
Guo Xinyu,
Du Jianjun,
Wang Chuanyu, Wang Yongjian
Frontiers in Plant Science. 2019 10
Computer and Computing Technologies in Agriculture XI (2019)
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Wu Sheng,
Wen Weiliang,
Wang Yongjian,
Fan Jiangchuan,
Wang Chuanyu,
Gou Wenbo, Guo Xinyu
Plant Phenomics. 2020 2020
High-throughput phenotyping: Breaking through the bottleneck in future crop breeding
Song Peng,
Wang Jinglu,
Guo Xinyu,
Yang Wanneng, Zhao Chunjiang
The Crop Journal. 2021 9(3). p.633
Research on Morphological Indicator Extraction Method of Pinus massoniana Lamb. Based on 3D Reconstruction
Li Yurong,
Xia Haifei,
Liu Ying,
Ji Kaihao,
Huo Lintao, Ni Chao
Forests. 2023 14(9). p.1726
Performances Evaluation of a Low-Cost Platform for High-Resolution Plant Phenotyping
Rossi Riccardo,
Leolini Claudio,
Costafreda-Aumedes Sergi,
Leolini Luisa,
Bindi Marco,
Zaldei Alessandro, Moriondo Marco
Sensors. 2020 20(11). p.3150
PhenoTrack3D: an automatic high-throughput phenotyping pipeline to track maize organs over time
Daviet Benoit,
Fernandez Romain,
Cabrera-Bosquet Llorenç,
Pradal Christophe, Fournier Christian
Plant Methods. 2022 18(1).
Leveraging on Advanced Remote Sensing- and Artificial Intelligence-Based Technologies to Manage Palm Oil Plantation for Current Global Scenario: A Review
Akhtar Mohammad Nishat,
Ansari Emaad,
Alhady Syed Sahal Nazli, Abu Bakar Elmi
Agriculture. 2023 13(2). p.504
High‐throughput 3D modelling to dissect the genetic control of leaf elongation in barley (Hordeum vulgare)
Ward Ben,
Brien Chris,
Oakey Helena,
Pearson Allison,
Negrão Sónia,
Schilling Rhiannon K.,
Taylor Julian,
Jarvis David,
Timmins Andy,
Roy Stuart J.,
Tester Mark,
Berger Bettina, van den Hengel Anton
The Plant Journal. 2019 98(3). p.555
3D Reconstruction of Wheat Plants by Integrating Point Cloud Data and Virtual Design Optimization
Gu Wenxuan,
Wen Weiliang,
Wu Sheng,
Zheng Chenxi,
Lu Xianju,
Chang Wushuai,
Xiao Pengliang, Guo Xinyu
Agriculture. 2024 14(3). p.391
Assessment of Leaf Area and Biomass through AI-Enabled Deployment
Shadrin Dmitrii,
Menshchikov Alexander,
Nikitin Artem,
Ovchinnikov George,
Volohina Vera,
Nesteruk Sergey,
Pukalchik Mariia,
Fedorov Maxim, Somov Andrey
Eng. 2023 4(3). p.2055
Autonomous construction of parameterizable 3D leaf models from scanned sweet pepper leaves with deep generative networks
Moon Taewon,
Choi Hayoung,
Kim Dongpil,
Hwang Inha,
Kim Jaewoo,
Shin Jiyong,
Son Jung Eek, Long Steve
in silico Plants. 2022 4(2).
A canopy conundrum: can wind-induced movement help to increase crop productivity by relieving photosynthetic limitations?
Burgess Alexandra J,
Gibbs Jonathon A, Murchie Erik H
Journal of Experimental Botany. 2019 70(9). p.2371
Creation and Study of 3D Models for Digital Plant Phenotyping
Ivaschuk O. A.,
Berezhnoy V. A.,
Maslakov Y. N., Fedorov V. I.
Scientific and Technical Information Processing. 2023 50(5). p.422
Measuring the dynamic photosynthome
Murchie Erik H,
Kefauver Shawn,
Araus Jose Luis,
Muller Onno,
Rascher Uwe,
Flood Pádraic J, Lawson Tracy
Annals of Botany. 2018 122(2). p.207
Karst study of Jinfo Mountain based on image analysis
Kuang Honghai,
Li Jinghao, Wang Xiyao
Heliyon. 2023 9(9). p.e19657
Reinforcement learning with space carving for plant scanning
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (2023)
Quantification of light interception within image-based 3-D reconstruction of sole and intercropped canopies over the entire growth season
Zhu Binglin,
Liu Fusang,
Xie Ziwen,
Guo Yan,
Li Baoguo, Ma Yuntao
Annals of Botany. 2020 126(4). p.701
3D point cloud data to quantitatively characterize size and shape of shrub crops
Jiang Yu,
Li Changying,
Takeda Fumiomi,
Kramer Elizabeth A.,
Ashrafi Hamid, Hunter Jamal
Horticulture Research. 2019 6(1).
Phenotyping: New Windows into the Plant for Breeders
Watt Michelle,
Fiorani Fabio,
Usadel Björn,
Rascher Uwe,
Muller Onno, Schurr Ulrich
Annual Review of Plant Biology. 2020 71(1). p.689
Novel 3D Imaging Systems for High-Throughput Phenotyping of Plants
Gao Tian,
Zhu Feiyu,
Paul Puneet,
Sandhu Jaspreet,
Doku Henry Akrofi,
Sun Jianxin,
Pan Yu,
Staswick Paul,
Walia Harkamal, Yu Hongfeng
Remote Sensing. 2021 13(11). p.2113
A Novel LiDAR-Based Instrument for High-Throughput, 3D Measurement of Morphological Traits in Maize and Sorghum
Thapa Suresh,
Zhu Feiyu,
Walia Harkamal,
Yu Hongfeng, Ge Yufeng
Sensors. 2018 18(4). p.1187
An Automatic Tree Skeleton Extracting Method Based on Point Cloud of Terrestrial Laser Scanner
Li Ronghao,
Bu Guochao, Wang Pei
International Journal of Optics. 2017 2017 p.1
Three-dimensional photogrammetric mapping of cotton bolls in situ based on point cloud segmentation and clustering
Sun Shangpeng,
Li Changying,
Chee Peng W.,
Paterson Andrew H.,
Jiang Yu,
Xu Rui,
Robertson Jon S.,
Adhikari Jeevan, Shehzad Tariq
ISPRS Journal of Photogrammetry and Remote Sensing. 2020 160 p.195
Voxel carving‐based 3D reconstruction of sorghum identifies genetic determinants of light interception efficiency
Gaillard Mathieu,
Miao Chenyong,
Schnable James C., Benes Bedrich
Plant Direct. 2020 4(10).
Leveraging Image Analysis for High-Throughput Plant Phenotyping
Das Choudhury Sruti,
Samal Ashok, Awada Tala
Frontiers in Plant Science. 2019 10
Three-dimensional reconstruction and phenotype measurement of maize seedlings based on multi-view image sequences
Li Yuchao,
Liu Jingyan,
Zhang Bo,
Wang Yonggang,
Yao Jingfa,
Zhang Xuejing,
Fan Baojiang,
Li Xudong,
Hai Yan, Fan Xiaofei
Frontiers in Plant Science. 2022 13
Towards In-Field Phenotyping Exploiting Differentiable Rendering with Self-Consistency Loss
2021 IEEE International Conference on Robotics and Automation (ICRA) (2021)
Geometric models for plant leaf area estimation from 3D point clouds: A comparative study
Boukhana Mélinda,
Ravaglia Joris,
Hétroy-Wheeler Franck, De Solan Benoît
Graphics and Visual Computing. 2022 7 p.200057
Estimating Changes in Leaf Area, Leaf Area Density, and Vertical Leaf Area Profile for Mango, Avocado, and Macadamia Tree Crowns Using Terrestrial Laser Scanning
Wu Dan,
Phinn Stuart,
Johansen Kasper,
Robson Andrew,
Muir Jasmine, Searle Christopher
Remote Sensing. 2018 10(11). p.1750
3D Imaging, Analysis and Applications (2020)
Research on Object Panoramic 3D Point Cloud Reconstruction System Based on Structure From Motion
Zhang Xuejing,
Liu Jingyan,
Zhang Bo,
Sun Lei,
Zhou Yuhong,
Li Yuchao,
Zhang Jun,
Zhang Hao, Fan Xiaofei
IEEE Access. 2022 10 p.110064
Genetics of barley tiller and leaf development
Shaaf Salar,
Bretani Gianluca,
Biswas Abhisek,
Fontana Irene Maria, Rossini Laura
Journal of Integrative Plant Biology. 2019 61(3). p.226
Estimating canopy gap fraction and diffuse light interception in 3D maize canopy using hierarchical hemispheres
Wen Weiliang,
Guo Xinyu,
Li Baojun,
Wang Chuanyu,
Wang Yongjian,
Yu Zetao,
Wu Sheng,
Fan Jiangchuan,
Gu Shenghao, Lu Xianju
Agricultural and Forest Meteorology. 2019 276-277 p.107594
Influence of Wind Speed on RGB-D Images in Tree Plantations
Andújar Dionisio,
Dorado José,
Bengochea-Guevara José,
Conesa-Muñoz Jesús,
Fernández-Quintanilla César, Ribeiro Ángela
Sensors. 2017 17(4). p.914
Agricultural Robotics
Vougioukas Stavros G.
Annual Review of Control, Robotics, and Autonomous Systems. 2019 2(1). p.365
Digital Agriculture (2024)
Multi-scale Space-time Registration of Growing Plants
2021 International Conference on 3D Vision (3DV) (2021)
A single view leaf reconstruction method based on the fusion of ResNet and differentiable render in plant growth digital twin system
Li Wei,
Zhu Deli, Wang Qing
Computers and Electronics in Agriculture. 2022 193 p.106712
Robust Surface Reconstruction of Plant Leaves from 3D Point Clouds
Ando Ryuhei,
Ozasa Yuko, Guo Wei
Plant Phenomics. 2021 2021
Plant phenotyping: increasing throughput and precision at multiple scales
Hawkesford Malcolm J., Lorence Argelia
Functional Plant Biology. 2017 44(1). p.v
Measuring crops in 3D: using geometry for plant phenotyping
Paulus Stefan
Plant Methods. 2019 15(1).
3D phytomer-based geometric modelling method for plants—the case of maize
Wen Weiliang,
Wang Yongjian,
Wu Sheng,
Liu Kai,
Gu Shenghao,
Guo Xinyu, Buckley Tom
AoB PLANTS. 2021 13(5).
Characterizing Genotype-Specific Rice Architectural Traits Using Smart Mobile App and Data Modeling
Yang Yubin,
Paleari Livia,
Wilson Lloyd T.,
Confalonieri Roberto,
Astaldi Adriano Z.,
Buratti Mirko,
Yan Zongbu,
Christensen Eric,
Wang Jing, Samonte Stanley Omar P. B.
Agronomy. 2021 11(12). p.2428
