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Optical Flow-Based Analysis of the Relationships between Leaf Wilting and Stem Diameter Variations in Tomato Plants

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-65172-9_1openalex-snapshot
Motion-Specialized Deep Convolutional Descriptor for Plant Water Stress Estimation
inferredcites →https://doi.org/10.1007/s00138-015-0670-5openalex-snapshot
Design and implementation of a computer vision-guided greenhouse crop diagnostics system
inferredcites →https://doi.org/10.1007/s00271-005-0025-5openalex-snapshot
Use of stem diameter variations to detect plant water stress in tomato
inferredcites →https://doi.org/10.1007/s10535-005-0089-3openalex-snapshot
Effects of drought stress on photosynthetic gas exchange, chlorophyll fluorescence and stem diameter of soybean plants
inferredcites →https://doi.org/10.1016/j.agwat.2008.07.001openalex-snapshot
Assessment of maximum daily trunk shrinkage signal intensity threshold values for deficit irrigation in lemon trees
inferredcites →https://doi.org/10.1016/j.agwat.2009.08.021openalex-snapshot
Effects of soil water deficit on yield and quality of processing tomato under a Mediterranean climate
inferredcites →https://doi.org/10.1016/j.agwat.2010.08.007openalex-snapshot
Maximum diurnal trunk shrinkage is a sensitive indicator of plant water, stress in Diospyros kaki (Persimmon) trees
inferredcites →https://doi.org/10.1016/j.agwat.2010.11.005openalex-snapshot
Plant based indicators for irrigation scheduling in young cherry trees
inferredcites →https://doi.org/10.1016/j.agwat.2014.09.013openalex-snapshot
Water content virtual sensor for tomatoes in coconut coir substrate for irrigation control design
inferredcites →https://doi.org/10.1016/j.biosystemseng.2004.06.003openalex-snapshot
Morphological Image Analysis for the Detection of Water Stress in Potted Forsythia
inferredcites →https://doi.org/10.1016/j.compag.2011.04.008openalex-snapshot
Hyperspectral image analysis for water stress detection of apple trees
inferredcites →https://doi.org/10.1016/j.compag.2012.11.005openalex-snapshot
Smart detection of leaf wilting by 3D image processing and 2D Fourier transform
inferredcites →https://doi.org/10.1016/j.knosys.2017.07.028openalex-snapshot
Multi-modal sliding window-based support vector regression for predicting plant water stress
inferredcites →https://doi.org/10.1016/j.scienta.2016.11.053openalex-snapshot
Determination of a suitable indicator of tomato water content based on stem diameter variation
inferredcites →https://doi.org/10.1016/j.tplants.2015.10.015openalex-snapshot
Machine Learning for High-Throughput Stress Phenotyping in Plants
inferredcites →https://doi.org/10.1038/s41598-017-08235-zopenalex-snapshot
Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques
inferredcites →https://doi.org/10.1038/s41598-018-19142-2openalex-snapshot
GPhenoVision: A Ground Mobile System with Multi-modal Imaging for Field-Based High Throughput Phenotyping of Cotton
inferredcites →https://doi.org/10.1038/srep43461openalex-snapshot
Vapour pressure deficit control in relation to water transport and water productivity in greenhouse tomato production during summer
inferredcites →https://doi.org/10.1071/fp09233openalex-snapshot
Linking stem diameter variations to sap flow, turgor and water potential in tomato
inferredcites →https://doi.org/10.1073/pnas.1716999115openalex-snapshot
An explainable deep machine vision framework for plant stress phenotyping
inferredcites →https://doi.org/10.1093/jxb/erg273openalex-snapshot
Effect of P-deficiency on photoassimilate partitioning and rhythmic changes in fruit and stem diameter of tomato (Lycopersicon esculentum) during fruit growth
inferredcites →https://doi.org/10.1104/pp.42.1.133openalex-snapshot
Leaf Water Potentials Measured with a Pressure Chamber
inferredcites →https://doi.org/10.1104/pp.48.6.683openalex-snapshot
Stem Diameter in Relation to Plant Water Status
inferredcites →https://doi.org/10.1109/cvpr.2009.5206821openalex-snapshot
Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions
inferredcites →https://doi.org/10.1109/icassp.2013.6638947openalex-snapshot
Speech recognition with deep recurrent neural networks
inferredcites →https://doi.org/10.1109/iccv.2013.175openalex-snapshot
DeepFlow: Large Displacement Optical Flow with Deep Matching
inferredcites →https://doi.org/10.1111/pce.12848openalex-snapshot
Water transport and energy
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.1250/ast.36.248openalex-snapshot
Estimation of water stress of plant by vibration measurement of leaf using acoustic radiation force
inferredcites →https://doi.org/10.1371/journal.pone.0171423openalex-snapshot
Suitable indicators using stem diameter variation-derived indices to monitor the water status of greenhouse tomato plants
inferredcites →https://doi.org/10.1663/0006-8101(2007)73[290:adamlr]2.0.co;2openalex-snapshot
A Dehydration Avoidance Mechanism: Leaf Rolling
inferredcites →https://doi.org/10.21273/hortsci.18.6.818openalex-snapshot
Photometric, Radiometric, and Quantum Light Units of Measure: A Review of Procedures for Interconversion
inferredcites →https://doi.org/10.21273/jashs.140.2.111openalex-snapshot
Influence of Water and Nitrogen Stress on Stem Sap Flow of Tomato Grown in a Solar Greenhouse
inferredcites →https://doi.org/10.2525/ecb.43.105openalex-snapshot
An Estimation of Tomato Transpiration for Effective Fertigation Management System Using Intergrated Solar Radiation and Vapor Pressure Deficit
inferredcites →https://doi.org/10.2525/ecb.45.241openalex-snapshot
Early Detection of Water Stress in Tomato Plants Based on Projected Plant Area
inferredcites →https://doi.org/10.2525/shita.28.125openalex-snapshot
Non-disruptive evaluation of leaf area index using diffused light sensor for tomato cultivation.
inferredcites →https://doi.org/10.3390/s16050644openalex-snapshot
A Reliable Wireless Control System for Tomato Hydroponics

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4511084openalex-extracted
Growth Predictive Modelling Combined with Hybrid Neural Network and Edge Computing in Capsicum Chinese Jacq
inferred← citeshttps://doi.org/10.1016/j.agwat.2025.109364openalex-snapshot
Exploring the allometry between ear saturated water accumulation and dry mass for diagnosing winter wheat water status during the reproductive growth
inferred← citeshttps://doi.org/10.1016/j.compag.2019.105118openalex-snapshot
Multimodal neural network with clustering-based drop for estimating plant water stress
inferred← citeshttps://doi.org/10.1016/j.compag.2020.105672openalex-snapshot
A review of computer vision technologies for plant phenotyping
inferred← citeshttps://doi.org/10.1016/j.compag.2024.109261openalex-snapshot
Evaluating drought stress response of poplar seedlings using a proximal sensing platform via multi-parameter phenotyping and two-stage machine learning
inferred← citeshttps://doi.org/10.1016/j.fcr.2022.108556openalex-snapshot
Determining the plant critical saturated water accumulation curve in maize
inferred← citeshttps://doi.org/10.1016/j.xplc.2025.101322openalex-snapshot
PlantRing: A high-throughput wearable sensor system for decoding plant growth, water relations, and innovating irrigation
inferred← citeshttps://doi.org/10.1109/access.2024.3500215openalex-snapshot
A Smartphone-Based Method for Assessing Tomato Nutrient Status Through Trichome Density Measurement
inferred← citeshttps://doi.org/10.1109/gcce50665.2020.9291786openalex-snapshot
Examination of Image Features Considering Short-Term Changes in Plant Water Stress
inferred← citeshttps://doi.org/10.1109/icce67443.2026.11449596openalex-snapshot
Vision-Based Automatic Irrigation System for Greenhouse Tomato Using Leaf Keypoints
inferred← citeshttps://doi.org/10.1109/ieeeconf49454.2021.9382603openalex-snapshot
Evaluation of Tomato Fruit Harvestability for Robotic Harvesting
inferred← citeshttps://doi.org/10.1109/msn50589.2020.00046openalex-snapshot
Evaluation environment using edge computing for artificial intelligence-based irrigation system
inferred← citeshttps://doi.org/10.1109/pic62406.2024.10892782openalex-snapshot
Robust Optical Flow Estimation for Wilted Plant Leaves Motion: Predicting Water-Stressed and Well-Watered Conditions
inferred← citeshttps://doi.org/10.1186/s13007-023-01026-wopenalex-snapshot
Image-based plant wilting estimation
inferred← citeshttps://doi.org/10.1270/jsbbs.21069openalex-snapshot
High-throughput field crop phenotyping: current status and challenges
inferred← citeshttps://doi.org/10.20965/jrm.2020.p1279openalex-snapshot
Tomato Growth State Map for the Automation of Monitoring and Harvesting
inferred← citeshttps://doi.org/10.2525/shita.34.129openalex-snapshot
Water Stress Detection and Irrigation Management Techniques for High-Quality Tomato Production
inferred← citeshttps://doi.org/10.31031/mcda.2021.08.000700openalex-snapshot
Dendrometer Stem Monitoring of Tomato Plants Attacked by Whiteflies in Greenhouses
inferred← citeshttps://doi.org/10.3389/fpls.2023.1297235openalex-snapshot
Co-expression network analysis reveals PbTGA4 and PbAPRR2 as core transcription factors of drought response in an important timber species Phoebe bournei
inferred← citeshttps://doi.org/10.3390/su16146129openalex-snapshot
A Quantitative Index for Evaluating Maize Leaf Wilting and Its Sustainable Application in Drought Resistance Screening
inferred← citeshttps://doi.org/10.3390/technologies12070094openalex-snapshot
Transformer-Based Water Stress Estimation Using Leaf Wilting Computed from Leaf Images and Unsupervised Domain Adaptation for Tomato Crops
inferred← citeshttps://doi.org/10.34133/plantphenomics.0205openalex-snapshot
Phenotyping of Drought-Stressed Poplar Saplings Using Exemplar-Based Data Generation and Leaf-Level Structural Analysis
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