Research graph
References from Estimation of coffee leaf physiological indicators based on VAG-ViT: A lightweight framework fusing multi-view RGB images and dual-task learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Detection of nutrition deficiencies in plants using proximal images and machine learning: a review
10.1016/j.compag.2019.04.035 · 2019 · External reference
The spatial distribution of chlorophyll in leaves
10.1104/pp.19.00094 · 2019 · External reference
AMRE: adaptive multilevel redundancy elimination for multimodal mobile inference
10.1109/tmc.2025.3549422 · 2025 · External reference
A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids
10.1111/j.1399-3054.2012.01639.x · 2012 · External reference
The effect of leaf-level spatial variability in photosynthetic capacity on biochemical parameter estimates using the Farquhar model: a theoretical analysis
10.1104/pp.108.124024 · 2008 · External reference
Optimizing Split-reduced drip fertigation schemes of Arabica coffee based on soil microcosms, bean yield, quality and flavor in dry-hot region of southwest China
10.1016/j.scienta.2024.113418 · 2024 · External reference
Locality-sensitive deconvolution networks with gated fusion for RGB-D indoor semantic segmentation
2017 · External reference
Assessment of portable chlorophyll meters for measuring crop leaf chlorophyll concentration
10.3390/rs11222706 · 2019 · External reference
Accurate modelling of canopy traits from seasonal Sentinel-2 imagery based on the vertical distribution of leaf traits
10.1016/j.isprsjprs.2019.09.005 · 2019 · External reference
LeViT: a vision transformer in ConvNet's clothing for faster inference
2021 · External reference
Step-wise prompting meets uncertainty-aware dynamic fusion for robust EEG-visual emotion recognition
10.1109/taffc.2025.3632304 · 2026 · External reference
Deep residual learning for image recognition
2016 · External reference
Visible-near infrared hyperspectral imaging for non-destructive estimation of leaf nitrogen content under water-saving irrigation in protected tomato cultivation
10.3389/fpls.2025.1676457 · 2025 · External reference
Squeeze-and-excitation networks
2018 · External reference
Metabolomic insights into the Arabica-like flavour of stenophylla coffee and the chemistry of quality coffee
10.1038/s41538-025-00398-8 · 2025 · External reference
Modern imaging techniques in plant nutrition analysis: a review
10.1016/j.compag.2020.105459 · 2020 · External reference
Self-correcting deep learning for estimating rice leaf nitrogen concentration with mobile phone images
2024 · External reference
High-throughput physiology-based stress response phenotyping: Advantages, applications and prospective in horticultural plants
10.1016/j.hpj.2020.09.004 · 2021 · External reference
Swin transformer: Hierarchical vision transformer using shifted windows
2021 · External reference
A unified approach to interpreting model predictions
2017 · External reference
Global variation in the fraction of leaf nitrogen allocated to photosynthesis
10.1038/s41467-021-25163-9 · 2021 · External reference
Unresolved reference
External reference
Attention bottlenecks for multimodal fusion
2021 · External reference
Deep machine learning provides state-of-the-art performance in image-based plant phenotyping
10.1093/gigascience/gix083 · 2017 · External reference
Deep multimodal learning: a survey on recent advances and trends
10.1109/msp.2017.2738401 · 2017 · External reference
Unresolved reference
External reference
The PROLIB leaf radiative transfer model: simulation of the dorsiventrality of leaves from visible to mid-wave infrared
10.1016/j.rse.2024.114140 · 2024 · External reference
Multimodal deep learning for biomedical data fusion: a review
10.1093/bib/bbab569 · 2022 · External reference
Empowering crop selection with ensemble learning and K-means clustering: a modern agricultural perspective
10.2174/0118743315291367240207093403 · 2024 · External reference
Understanding rather than remembering: semantic reconstruction-enhanced bidirectional Mamba for potato disease and pest named entity recognition
10.1016/j.compag.2026.111658 · 2026 · External reference
DC-Former: a lightweight asymmetric hybrid network for real-time plant disease identification in resource-constrained field environments
10.1016/j.compag.2026.111553 · 2026 · External reference
Plant leaf disease detection and classification using segmentation encoder techniques
10.2174/0118743315321139240627092707 · 2024 · External reference
Multimodal transformer for unaligned multimodal language sequences
2019 · External reference
Visualizing data using t-SNE
2008 · External reference
Leaf dorsoventrality as a paramount factor determining spectral performance in field-grown wheat under contrasting water regimes
10.1093/jxb/ery109 · 2018 · External reference
Accumulation of flavor precursors and markers belonging to different primary processing Coffea arabica beans
10.1016/j.foodchem.2025.146610 · 2025 · External reference
Multimodal token fusion for vision transformers
2022 · External reference
Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light
10.1186/1746-4811-10-36 · 2014 · External reference
MAFN: a multi-view adaptive fusion network with image and time-series signal aggregation for additive manufacturing fault diagnosis
10.1016/j.ymssp.2025.113680 · 2026 · External reference
Delving into deep imbalanced regression
2021 · External reference
Integration DeepLabv3+ applied to RGB images and vegetation indices for nitrogen status in cereal-legume intercropping system
2026 · External reference
Detection of nutrition deficiencies in plants using proximal images and machine learning: a review
10.1016/j.compag.2019.04.035 · ExternalCitation · doi-reference
Modern imaging techniques in plant nutrition analysis: a review
10.1016/j.compag.2020.105459 · ExternalCitation · doi-reference
DC-Former: a lightweight asymmetric hybrid network for real-time plant disease identification in resource-constrained field environments
10.1016/j.compag.2026.111553 · ExternalCitation · doi-reference
Understanding rather than remembering: semantic reconstruction-enhanced bidirectional Mamba for potato disease and pest named entity recognition
10.1016/j.compag.2026.111658 · ExternalCitation · doi-reference
Accumulation of flavor precursors and markers belonging to different primary processing Coffea arabica beans
10.1016/j.foodchem.2025.146610 · ExternalCitation · doi-reference
High-throughput physiology-based stress response phenotyping: Advantages, applications and prospective in horticultural plants
10.1016/j.hpj.2020.09.004 · ExternalCitation · doi-reference
Accurate modelling of canopy traits from seasonal Sentinel-2 imagery based on the vertical distribution of leaf traits
10.1016/j.isprsjprs.2019.09.005 · ExternalCitation · doi-reference
The PROLIB leaf radiative transfer model: simulation of the dorsiventrality of leaves from visible to mid-wave infrared
10.1016/j.rse.2024.114140 · ExternalCitation · doi-reference
Optimizing Split-reduced drip fertigation schemes of Arabica coffee based on soil microcosms, bean yield, quality and flavor in dry-hot region of southwest China
10.1016/j.scienta.2024.113418 · ExternalCitation · doi-reference
MAFN: a multi-view adaptive fusion network with image and time-series signal aggregation for additive manufacturing fault diagnosis
10.1016/j.ymssp.2025.113680 · ExternalCitation · doi-reference
Global variation in the fraction of leaf nitrogen allocated to photosynthesis
10.1038/s41467-021-25163-9 · ExternalCitation · doi-reference
Metabolomic insights into the Arabica-like flavour of stenophylla coffee and the chemistry of quality coffee
10.1038/s41538-025-00398-8 · ExternalCitation · doi-reference
Multimodal deep learning for biomedical data fusion: a review
10.1093/bib/bbab569 · ExternalCitation · doi-reference
Deep machine learning provides state-of-the-art performance in image-based plant phenotyping
10.1093/gigascience/gix083 · ExternalCitation · doi-reference
Leaf dorsoventrality as a paramount factor determining spectral performance in field-grown wheat under contrasting water regimes
10.1093/jxb/ery109 · ExternalCitation · doi-reference
The effect of leaf-level spatial variability in photosynthetic capacity on biochemical parameter estimates using the Farquhar model: a theoretical analysis
10.1104/pp.108.124024 · ExternalCitation · doi-reference
The spatial distribution of chlorophyll in leaves
10.1104/pp.19.00094 · ExternalCitation · doi-reference
Deep multimodal learning: a survey on recent advances and trends
10.1109/msp.2017.2738401 · ExternalCitation · doi-reference
Step-wise prompting meets uncertainty-aware dynamic fusion for robust EEG-visual emotion recognition
10.1109/taffc.2025.3632304 · ExternalCitation · doi-reference
AMRE: adaptive multilevel redundancy elimination for multimodal mobile inference
10.1109/tmc.2025.3549422 · ExternalCitation · doi-reference
A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids
10.1111/j.1399-3054.2012.01639.x · ExternalCitation · doi-reference
Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light
10.1186/1746-4811-10-36 · ExternalCitation · doi-reference
Empowering crop selection with ensemble learning and K-means clustering: a modern agricultural perspective
10.2174/0118743315291367240207093403 · ExternalCitation · doi-reference
Plant leaf disease detection and classification using segmentation encoder techniques
10.2174/0118743315321139240627092707 · ExternalCitation · doi-reference
Visible-near infrared hyperspectral imaging for non-destructive estimation of leaf nitrogen content under water-saving irrigation in protected tomato cultivation
10.3389/fpls.2025.1676457 · ExternalCitation · doi-reference
Assessment of portable chlorophyll meters for measuring crop leaf chlorophyll concentration
10.3390/rs11222706 · ExternalCitation · doi-reference
