Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms
出版年份 2017 全文链接
标题
Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms
作者
关键词
-
出版物
GigaScience
Volume 6, Issue 11, Pages 1-18
出版商
Oxford University Press (OUP)
发表日期
2017-10-03
DOI
10.1093/gigascience/gix092
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring
- (2017) Nicolas Virlet et al. FUNCTIONAL PLANT BIOLOGY
- A high-throughput stereo-imaging system for quantifying rape leaf traits during the seedling stage
- (2017) Xiong Xiong et al. Plant Methods
- A real-time phenotyping framework using machine learning for plant stress severity rating in soybean
- (2017) Hsiang Sing Naik et al. Plant Methods
- High-Throughput Phenotyping and QTL Mapping Reveals the Genetic Architecture of Maize Plant Growth
- (2017) Xuehai Zhang et al. PLANT PHYSIOLOGY
- Nonlinear Fusion of Multispectral Citrus Fruit Image Data with Information Contents
- (2017) Peilin Li et al. SENSORS
- Multispectral LiDAR Data for Land Cover Classification of Urban Areas
- (2017) et al. SENSORS
- Predictions of Tropical Forest Biomass and Biomass Growth Based on Stand Height or Canopy Area Are Improved by Landsat-Scale Phenology across Puerto Rico and the U.S. Virgin Islands
- (2017) David Gwenzi et al. Remote Sensing
- Individual Tree Crown Delineation from Airborne Laser Scanning for Diseased Larch Forest Stands
- (2017) Chloe Barnes et al. Remote Sensing
- In-Field High-Throughput Phenotyping of Cotton Plant Height Using LiDAR
- (2017) Shangpeng Sun et al. Remote Sensing
- High Throughput In vivo Analysis of Plant Leaf Chemical Properties Using Hyperspectral Imaging
- (2017) Piyush Pandey et al. Frontiers in Plant Science
- New frontiers in the three-dimensional visualization of plant structure and function
- (2016) C. R. Brodersen et al. AMERICAN JOURNAL OF BOTANY
- Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile
- (2016) J. Lopatin et al. REMOTE SENSING OF ENVIRONMENT
- A Low Power Digital Accumulation Technique for Digital-Domain CMOS TDI Image Sensor
- (2016) Changwei Yu et al. SENSORS
- Machine Learning and Computer Vision System for Phenotype Data Acquisition and Analysis in Plants
- (2016) Pedro Navarro et al. SENSORS
- Towards Automated Large-Scale 3D Phenotyping of Vineyards under Field Conditions
- (2016) Johann Rose et al. SENSORS
- A Machine Learning Approach to Pedestrian Detection for Autonomous Vehicles Using High-Definition 3D Range Data
- (2016) Pedro Navarro et al. SENSORS
- Applying terrestrial lidar for evaluation and calibration of airborne lidar-derived shrub biomass estimates in Arctic tundra
- (2016) Heather E. Greaves et al. Remote Sensing Letters
- The FAIR Guiding Principles for scientific data management and stewardship
- (2016) Mark D. Wilkinson et al. Scientific Data
- Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants
- (2016) Mirwaes Wahabzada et al. Scientific Reports
- Field phenotyping of grapevine growth using dense stereo reconstruction
- (2015) Maria Klodt et al. BMC BIOINFORMATICS
- In vivo quantitative imaging of photoassimilate transport dynamics and allocation in large plants using a commercial positron emission tomography (PET) scanner
- (2015) Abhijit A. Karve et al. BMC PLANT BIOLOGY
- Discrete wavelets transform for improving greenness image segmentation in agricultural images
- (2015) M. Guijarro et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- LiDAR: An important tool for next-generation phenotyping technology of high potential for plant phenomics?
- (2015) Yi Lin COMPUTERS AND ELECTRONICS IN AGRICULTURE
- ApLeaf: An efficient android-based plant leaf identification system
- (2015) Zhong-Qiu Zhao et al. NEUROCOMPUTING
- Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions
- (2015) Matheus Kuska et al. Plant Methods
- Direct comparison of MRI and X-ray CT technologies for 3D imaging of root systems in soil: potential and challenges for root trait quantification
- (2015) Ralf Metzner et al. Plant Methods
- Automated characterization of flowering dynamics in rice using field-acquired time-series RGB images
- (2015) Wei Guo et al. Plant Methods
- Structured Light-Based 3D Reconstruction System for Plants
- (2015) Thuy Nguyen et al. SENSORS
- 3D Laser Triangulation for Plant Phenotyping in Challenging Environments
- (2015) Katrine Kjaer et al. SENSORS
- Accuracy Analysis of a Multi-View Stereo Approach for Phenotyping of Tomato Plants at the Organ Level
- (2015) Johann Rose et al. SENSORS
- Estimating Forest Biomass Dynamics by Integrating Multi-Temporal Landsat Satellite Images with Ground and Airborne LiDAR Data in the Coal Valley Mine, Alberta, Canada
- (2015) Nasem Badreldin et al. Remote Sensing
- Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria
- (2015) Piotr Baranowski et al. PLoS One
- Metro Maps of Plant Disease Dynamics—Automated Mining of Differences Using Hyperspectral Images
- (2015) Mirwaes Wahabzada et al. PLoS One
- Automatic Detection of Diseased Tomato Plants Using Thermal and Stereo Visible Light Images
- (2015) Shan-e-Ahmed Raza et al. PLoS One
- Phenotyping and beyond: modelling the relationships between traits
- (2014) Christine Granier et al. CURRENT OPINION IN PLANT BIOLOGY
- Design and Evaluation of Multispectral LiDAR for the Recovery of Arboreal Parameters
- (2014) Andrew M. Wallace et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Indoor and outdoor depth imaging of leaves with time-of-flight and stereo vision sensors: Analysis and comparison
- (2014) Wajahat Kazmi et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Automatic Detection of Regions in Spinach Canopies Responding to Soil Moisture Deficit Using Combined Visible and Thermal Imagery
- (2014) Shan-e-Ahmed Raza et al. PLoS One
- Postharvest noninvasive assessment of fresh chestnut (Castanea spp.) internal decay using computer tomography images
- (2014) Irwin R. Donis-González et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Development of a Wireless Computer Vision Instrument to Detect Biotic Stress in Wheat
- (2014) Joaquin Casanova et al. SENSORS
- A Review of Imaging Techniques for Plant Phenotyping
- (2014) Lei Li et al. SENSORS
- Infra-Red Thermography as a High-Throughput Tool for Field Phenotyping
- (2014) Ankush Prashar et al. Agronomy-Basel
- Proximal Remote Sensing Buggies and Potential Applications for Field-Based Phenotyping
- (2014) David Deery et al. Agronomy-Basel
- Future Scenarios for Plant Phenotyping
- (2013) Fabio Fiorani et al. Annual Review of Plant Biology
- Surface feature based classification of plant organs from 3D laserscanned point clouds for plant phenotyping
- (2013) Stefan Paulus et al. BMC BIOINFORMATICS
- Automated image analysis framework for high-throughput determination of grapevine berry sizes using conditional random fields
- (2013) Ribana Roscher et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Plant phenomics and high-throughput phenotyping: accelerating rice functional genomics using multidisciplinary technologies
- (2013) Wanneng Yang et al. CURRENT OPINION IN PLANT BIOLOGY
- Image-based plant phenotyping with incremental learning and active contours
- (2013) Massimo Minervini et al. Ecological Informatics
- Thermography to explore plant–environment interactions
- (2013) J. Miguel Costa et al. JOURNAL OF EXPERIMENTAL BOTANY
- Hyperspectral and multispectral imaging for evaluating food safety and quality
- (2013) Jianwei Qin et al. JOURNAL OF FOOD ENGINEERING
- High throughput quantitative phenotyping of plant resistance using chlorophyll fluorescence image analysis
- (2013) Céline Rousseau et al. Plant Methods
- Plant Tissues in 3D via X-Ray Tomography: Simple Contrasting Methods Allow High Resolution Imaging
- (2013) Yannick M. Staedler et al. PLoS One
- Rapid Characterization of Vegetation Structure with a Microsoft Kinect Sensor
- (2013) George Azzari et al. SENSORS
- Discriminating Crop, Weeds and Soil Surface with a Terrestrial LIDAR Sensor
- (2013) Dionisio Andújar et al. SENSORS
- Field high-throughput phenotyping: the new crop breeding frontier
- (2013) José Luis Araus et al. TRENDS IN PLANT SCIENCE
- A novel mesh processing based technique for 3D plant analysis
- (2012) Anthony Paproki et al. BMC PLANT BIOLOGY
- GiA Roots: software for the high throughput analysis of plant root system architecture
- (2012) Taras Galkovskyi et al. BMC PLANT BIOLOGY
- Evaluating cellulose absorption index (CAI) for non-photosynthetic biomass estimation in the desert steppe of Inner Mongolia
- (2012) HongRui Ren et al. CHINESE SCIENCE BULLETIN
- On the use of depth camera for 3D phenotyping of entire plants
- (2012) Yann Chéné et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Imaging plants dynamics in heterogenic environments
- (2012) Fabio Fiorani et al. CURRENT OPINION IN BIOTECHNOLOGY
- Field-based phenomics for plant genetics research
- (2012) Jeffrey W. White et al. FIELD CROPS RESEARCH
- SPICY: towards automated phenotyping of large pepper plants in the greenhouse
- (2012) Gerie van der Heijden et al. FUNCTIONAL PLANT BIOLOGY
- A semi-automatic system for high throughput phenotyping wheat cultivars in-field conditions: description and first results
- (2012) Alexis Comar et al. FUNCTIONAL PLANT BIOLOGY
- Infrared Thermal Imaging as a Rapid Tool for Identifying Water-Stress Tolerant Maize Genotypes of Different Phenology
- (2012) S. Zia et al. JOURNAL OF AGRONOMY AND CROP SCIENCE
- Positron emission tomography (PET) of radiotracer uptake and distribution in living plants: methodological aspects
- (2012) A. K. Converse et al. JOURNAL OF RADIOANALYTICAL AND NUCLEAR CHEMISTRY
- A high throughput robot system for machine vision based plant phenotype studies
- (2012) Ram Subramanian et al. MACHINE VISION AND APPLICATIONS
- Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using Random Forests
- (2012) Brad C. Timm et al. REMOTE SENSING OF ENVIRONMENT
- Development of a Configurable Growth Chamber with a Computer Vision System to Study Circadian Rhythm in Plants
- (2012) Pedro Navarro et al. SENSORS
- Recovery of Forest Canopy Parameters by Inversion of Multispectral LiDAR Data
- (2012) Andrew Wallace et al. Remote Sensing
- Crop yield forecasting on the Canadian Prairies using MODIS NDVI data
- (2011) M.S. Mkhabela et al. AGRICULTURAL AND FOREST METEOROLOGY
- Estimation of soil water deficit in an irrigated cotton field with infrared thermography
- (2011) J. Padhi et al. FIELD CROPS RESEARCH
- Non-invasive approaches for phenotyping of enhanced performance traits in bean
- (2011) Uwe Rascher et al. FUNCTIONAL PLANT BIOLOGY
- Multi- and hyperspectral geologic remote sensing: A review
- (2011) Freek D. van der Meer et al. International Journal of Applied Earth Observation and Geoinformation
- Nuclear magnetic resonance: a tool for imaging belowground damage caused by Heterodera schachtii and Rhizoctonia solani on sugar beet
- (2011) C. Hillnhutter et al. JOURNAL OF EXPERIMENTAL BOTANY
- Developing X-ray Computed Tomography to non-invasively image 3-D root systems architecture in soil
- (2011) S. J. Mooney et al. PLANT AND SOIL
- Accurate inference of shoot biomass from high-throughput images of cereal plants
- (2011) Mahmood R Golzarian et al. Plant Methods
- Conserved and Divergent Rhythms of Crassulacean Acid Metabolism-Related and Core Clock Gene Expression in the Cactus Opuntia ficus-indica
- (2011) I. Mallona et al. PLANT PHYSIOLOGY
- A Novel Image-Analysis Toolbox Enabling Quantitative Analysis of Root System Architecture
- (2011) Guillaume Lobet et al. PLANT PHYSIOLOGY
- The potential of automatic methods of classification to identify leaf diseases from multispectral images
- (2011) Sabine D. Bauer et al. PRECISION AGRICULTURE
- High-throughput measurement of rice tillers using a conveyor equipped with x-ray computed tomography
- (2011) Wanneng Yang et al. REVIEW OF SCIENTIFIC INSTRUMENTS
- 3-D Modeling of Tomato Canopies Using a High-Resolution Portable Scanning Lidar for Extracting Structural Information
- (2011) Fumiki Hosoi et al. SENSORS
- Phenomics – technologies to relieve the phenotyping bottleneck
- (2011) Robert T. Furbank et al. TRENDS IN PLANT SCIENCE
- Multispectral imaging system with interchangeable filter design
- (2010) Michio Kise et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- The X-factor: visualizing undisturbed root architecture in soils using X-ray computed tomography
- (2010) S. R. Tracy et al. JOURNAL OF EXPERIMENTAL BOTANY
- Imaging and Analysis Platform for Automatic Phenotyping and Trait Ranking of Plant Root Systems
- (2010) A. S. Iyer-Pascuzzi et al. PLANT PHYSIOLOGY
- Thermographic assessment of scab disease on apple leaves
- (2010) E.-C. Oerke et al. PRECISION AGRICULTURE
- Noninvasive diagnosis of seed viability using infrared thermography
- (2010) Ilse Kranner et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Plant structure visualization by high-resolution X-ray computed tomography
- (2010) Stijn Dhondt et al. TRENDS IN PLANT SCIENCE
- Acquisition of NIR-Green-Blue Digital Photographs from Unmanned Aircraft for Crop Monitoring
- (2010) E. Raymond Hunt et al. Remote Sensing
- A new screening method for osmotic component of salinity tolerance in cereals using infrared thermography
- (2009) Xavier R. R. Sirault et al. FUNCTIONAL PLANT BIOLOGY
- Foreword: Plant phenomics: from gene to form and function
- (2009) FUNCTIONAL PLANT BIOLOGY
- Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field
- (2009) Hamlyn G. Jones et al. FUNCTIONAL PLANT BIOLOGY
- Time-Delay-Integration Architectures in CMOS Image Sensors
- (2009) GÉrald Lepage et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Delayed fluorescence as a universal tool for the measurement of circadian rhythms in higher plants
- (2009) Peter D. Gould et al. PLANT JOURNAL
- High-Throughput Quantification of Root Growth Using a Novel Image-Analysis Tool
- (2009) A. French et al. PLANT PHYSIOLOGY
- Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review
- (2009) Elhadi Adam et al. WETLANDS ECOLOGY AND MANAGEMENT
- On the relationships between stomatal resistance and leaf temperatures in thermography
- (2008) L. Guilioni et al. AGRICULTURAL AND FOREST METEOROLOGY
- Speeded-Up Robust Features (SURF)
- (2008) Herbert Bay et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- A Real-Time Algorithm for the Approximation of Level-Set-Based Curve Evolution
- (2008) Yonggang Shi et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Comparison of three satellite sensors at three spatial scales to predict larval mosquito presence in Connecticut wetlands
- (2008) Heidi E. Brown et al. REMOTE SENSING OF ENVIRONMENT
- Effects of soil composition and mineralogy on remote sensing of crop residue cover
- (2008) Guy Serbin et al. REMOTE SENSING OF ENVIRONMENT
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