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

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

Applying deep learning to images of cropping systems provides new knowledge and insights in research and commercial applications. Semantic segmentation or pixel-wise classification, of RGB images acquired at the ground level, into vegetation and background is a critical step in the estimation of sev...

Full description

Bibliographic Details
Main Authors:	Baret, F. (Author), Camacho, F. (Author), Chapman, S.C (Author), Daubige, G. (Author), David, E. (Author), De Solan, B. (Author), Guo, W. (Author), Irfan, K. (Author), James, C. (Author), Madec, S. (Author), Samatan, L.B (Author), Serouart, M. (Author), Smith, D. (Author), Velumani, K. (Author), Weiss, M. (Author)
Format:	Article
Language:	English
Published:	NLM (Medline) 2023
Subjects:	article benchmarking canopy convolutional neural network crop cropping system deep learning illumination indoor environment nonhuman segmentation algorithm vegetation
Online Access:	View Fulltext in Publisher View in Scopus

Similar Items

Preface: Recent Advances in Remote Sensing for Crop Growth Monitoring
by: Tao Cheng, et al.
Published: (2016-02-01)

Individual and Combined Effects of Planting Date, Seeding Rate, Relative Maturity, and Row Spacing on Soybean Yield
by: Peder K. Schmitz, et al.
Published: (2021-03-01)

Opportunities and Possibilities of Developing an Advanced Precision Spraying System for Tree Fruits
by: Md Sultan Mahmud, et al.
Published: (2021-05-01)

Robust Crop and Weed Segmentation under Uncontrolled Outdoor Illumination
by: Hong Y. Jeon, et al.
Published: (2011-06-01)

Interseeding Camelina and Rye in Soybean with Varying Maturity Provides Soil Cover without Affecting Soybean Yield
by: Kory L. Johnson, et al.
Published: (2021-02-01)

New land tenure fences are still cropping up in the Greater Mara
by: Juul Nørmark, M., et al.
Published: (2022)

Connecting Biochemical Photosynthesis Models with Crop Models to Support Crop Improvement
by: Alex Wu, et al.
Published: (2016-10-01)

Investigation the Effect of Nitrogen Fertilizer on Maize Yield Parameters (single cross hybrid 704) for AquaCrop Model
by: Omid Mirzaee, et al.
Published: (2019-03-01)

Canopy Temperature as a Key Physiological Trait to Improve Yield Prediction under Water Restrictions in Potato
by: Johan Ninanya, et al.
Published: (2021-07-01)

Winter Barley as a Commodity Cover Crop in the Mid-Atlantic Coastal Plain and Evaluation of Soft Red Winter Wheat Nitrogen Use Efficiency by Genotype, and its Prediction of Nitrogen Use Efficiency through Canopy Spectral Reflectance in the Eastern US
by: Pavuluri, Kiran
Published: (2014)

Integrating Wheat Canopy Temperatures in Crop System Models
by: Dorothee Neukam, et al.
Published: (2016-01-01)

Water Use, Efficiency, and Stomatal Sensitivity in Eastern Cottonwood and Hybrid Poplar Varietals on Contrasting Sites in the Southeastern United States
by: Heidi J. Renninger, et al.
Published: (2021-07-01)

A Modified Geometrical Optical Model of Row Crops Considering Multiple Scattering Frame
by: Xu Ma, et al.
Published: (2020-11-01)

Dynamic Influence Elimination and Chlorophyll Content Diagnosis of Maize Using UAV Spectral Imagery
by: Lang Qiao, et al.
Published: (2020-08-01)

Cultivar × Management Interaction to Reduce Lodging and Improve Grain Yield of Irrigated Spring Wheat: Optimising Plant Growth Regulator Use, N Application Timing, Row Spacing and Sowing Date
by: Allan S. Peake, et al.
Published: (2020-04-01)

Development of an Open-Source Thermal Image Processing Software for Improving Irrigation Management in Potato Crops (<i>Solanum tuberosum</i> L.)
by: Gonzalo Cucho-Padin, et al.
Published: (2020-01-01)

Assessment of Canopy Chlorophyll Content Retrieval in Maize and Soybean: Implications of Hysteresis on the Development of Generic Algorithms
by: Yi Peng, et al.
Published: (2017-03-01)

Tomato water stress index as a function of irrigation depths
by: Cícero J. da Silva, et al.

Unsupervised Segmentation of Agricultural Crops in UAV RGB Images
by: Eduardo Garea LLano, et al.
Published: (2018-12-01)

Assessing Performance of Vegetation Indices to Estimate Nitrogen Nutrition Index in Pepper
by: Romina de Souza, et al.
Published: (2020-02-01)

Performance of Three Different Native Plant Mixtures for Extensive Green Roofs in a Humid Subtropical Climate Context
by: Giampaolo Zanin, et al.
Published: (2020-12-01)

Designing and Testing a UAV Mapping System for Agricultural Field Surveying
by: Martin Peter Christiansen, et al.
Published: (2017-11-01)

Sensitivity Analysis of Aquacrop Model for Barley in Pakdasht Region
by: H. Karimi Avargani, et al.
Published: (2019-12-01)

Physiological Responses of Selected Vegetable Crop Species to Water Stress
by: Eszter Nemeskéri, et al.
Published: (2019-08-01)

Estimating plant–insect interactions under climate change with limited data
by: Ishigooka, Y., et al.
Published: (2022)

Evaluation of Commercial Wheat Cultivars for Canopy Architecture, Early Vigour, Weed Suppression, and Yield
by: James M. Mwendwa, et al.
Published: (2020-07-01)

Modeling Maize Canopy Morphology in Response to Increased Plant Density
by: Liang He, et al.
Published: (2021-01-01)

Testing the Suitability of a Terrestrial 2D LiDAR Scanner for Canopy Characterization of Greenhouse Tomato Crops
by: Jordi Llop, et al.
Published: (2016-09-01)

Exploring Relationships between Canopy Architecture, Light Distribution, and Photosynthesis in Contrasting Rice Genotypes Using 3D Canopy Reconstruction
by: Alexandra J. Burgess, et al.
Published: (2017-05-01)

Productivity and profitability of different maize varieties and cropping systems used in the smallholder sector of the Eastern Cape Province of South Africa : implication on food security
by: Kambanje, Ardinesh
Published: (2018)

Pheno-Copter: A Low-Altitude, Autonomous Remote-Sensing Robotic Helicopter for High-Throughput Field-Based Phenotyping
by: Scott C. Chapman, et al.
Published: (2014-06-01)

Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution
by: K. Velumani, et al.
Published: (2021-01-01)

Using a Remote Sensing-Supported Hydro-Agroecological Model for Field-Scale Simulation of Heterogeneous Crop Growth and Yield: Application for Wheat in Central Europe
by: Tobias B. Hank, et al.
Published: (2015-04-01)

Increasing Food Production in Africa by Boosting the Productivity of Understudied Crops
by: Kebebew Assefa, et al.
Published: (2012-10-01)

Forecasting Transplanted Rice Yield at the Farm Scale Using Moderate-Resolution Satellite Imagery and the AquaCrop Model: A Case Study of a Rice Seed Production Community in Thailand
by: Kulapramote Prathumchai, et al.
Published: (2018-02-01)

RELEVANCE OF CROP BIOLOGY FOR ENVIRONMENTAL RISK ASSESSMENT OF GENETICALLY MODIFIED CROPS IN AFRICA
by: Olalekan eAkinbo, et al.
Published: (2015-10-01)

Sustainable Mixed Cropping Systems for the Boreal-Nemoral Region
by: Clara I. Lizarazo, et al.
Published: (2020-07-01)

Simulation of Rainfed Wheat Yield using AquaCrop Model, Case Study: Sisab Rainfed Researches Station, Northern Khorasan
by: N. Khalili, et al.
Published: (2015-06-01)

Dynamics of photosynthetic induction and relaxation within the canopy of rice and two wild relatives
by: Liana G. Acevedo‐Siaca, et al.
Published: (2021-08-01)

Evapotranspiration models for a maize agro-ecosystem in irrigated and rainfed conditions
by: Arianna Facchi, et al.
Published: (2013-09-01)

Cannot write session to /tmp/vufind_sessions/sess_fpui8sn2ekrvhri606kt315dng