ORIGINAL RESEARCH
Published on 08 Oct 2025
SE-enhanced 1-D CNN with full-band hyperspectral imaging for rapid and accurate maize seed variety classification
doi 10.3389/fpls.2025.1587845
- 1,325 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 23 Sep 2025
Sorghum crops classification and segmentation using shifted window transformer neural network and localization based on (YOLO)v9-path aggregation network
doi 10.3389/fpls.2025.1586865
- 1,250 views
ORIGINAL RESEARCH
Published on 05 Sep 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
- 1,222 views
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
- 1,357 views
- 1 citation
ORIGINAL RESEARCH
Published on 05 Aug 2025
Automatic fused multimodal deep learning for plant identification
doi 10.3389/fpls.2025.1616020
- 1,693 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
- 1,234 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
- 1,059 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
- 1,067 views
- 1 citation
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
- 974 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
- 1,096 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
- 1,169 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
- 1,725 views
