ORIGINAL RESEARCH
Published on 06 Aug 2025
Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning
doi 10.3389/fpls.2025.1615873
- 277 views
- Frontiers in Plant Science
- Technical Advances in Plant Science
- Research Topics
- Machine Vision and Machine Learning for Plant Phenotyping and Precision Agriculture, Volume II
Machine Vision and Machine Learning for Plant Phenotyping and Precision Agriculture, Volume II
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Articles
ORIGINAL RESEARCH
Published on 05 Aug 2025
Automatic fused multimodal deep learning for plant identification
doi 10.3389/fpls.2025.1616020
- 412 views
ORIGINAL RESEARCH
Published on 05 Aug 2025
Assessing leaf nitrogen concentration in rice using RGB imaging: a comparative study at leaf, canopy, and plot scales
doi 10.3389/fpls.2025.1599177
- 290 views
ORIGINAL RESEARCH
Published on 31 Jul 2025
Analyses of crop yield dynamics and the development of a multimodal neural network prediction model with G×E×M interactions
doi 10.3389/fpls.2025.1537990
- 512 views
ORIGINAL RESEARCH
Published on 30 Jul 2025
ALD-YOLO: a lightweight attention detection model for apple leaf diseases
doi 10.3389/fpls.2025.1616224
- 501 views
ORIGINAL RESEARCH
Published on 25 Jul 2025
Integrating PROSPECT-D physics and adversarial domain adaptation resnet for robust cross-ecosystem plant traits estimation
doi 10.3389/fpls.2025.1612430
- 497 views
ORIGINAL RESEARCH
Published on 24 Jul 2025
A detection method for synchronous recognition of string tomatoes and picking points based on keypoint detection
doi 10.3389/fpls.2025.1614881
- 665 views
ORIGINAL RESEARCH
Published on 22 Jul 2025
A dual-task segmentation network based on multi-head hierarchical attention for 3D plant point cloud
doi 10.3389/fpls.2025.1610443
- 751 views
ORIGINAL RESEARCH
Accepted on 18 Jul 2025
Tackling the long-tailed challenge of greenhouse tomato cultivation cycles Recognition: A Sub-Group Guided, Multi-Expert Lightweight Framework
doi 10.3389/fpls.2025.1571853
- 270 views
ORIGINAL RESEARCH
Published on 02 Jul 2025
Intelligent recognition of tobacco leaves states during curing with deep neural network
doi 10.3389/fpls.2025.1604382
- 1,288 views
ORIGINAL RESEARCH
Published on 27 Jun 2025
Rose-Mamba-YOLO: an enhanced framework for efficient and accurate greenhouse rose monitoring
doi 10.3389/fpls.2025.1607582
- 990 views
ORIGINAL RESEARCH
Published on 19 Jun 2025
Corn variety identification based on improved EfficientNet lightweight neural network
doi 10.3389/fpls.2025.1603073
- 631 views
