Maize leaf disease classification using deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04228-3
Abstract: Crop diseases are a major threat to food security. Identifying the diseases rapidly is still a difficult task in many parts of the world due to the lack of the necessary infrastructure. The accurate identification… read more here.
Keywords: classification; leaf disease; deep convolutional; convolutional neural ... See more keywords
Comparison of inversion method of maize leaf area index based on UAV hyperspectral remote sensing
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7318-9
Abstract: The current inversion method of maize leaf area index has the problems of long time-consuming inversion, high energy consumption, and low fitting coefficient between the prediction result and the actual result. For these problems, an… read more here.
Keywords: inversion method; index; area index; leaf area ... See more keywords
Synthesis and characterization of the maize-leaf like Cu2O nanosheets array film via an anodic oxidation method
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Alloys and Compounds"
DOI: 10.1016/j.jallcom.2018.09.288
Abstract: Abstract It is reported that shape controlled synthesis of maize-leaf like Cu2O nanosheets array film through a facile anodization method by controlling the potassium hydroxide concentration and time. The synthesized products were characterized by scanning… read more here.
Keywords: cu2o nanosheets; maize leaf; leaf like; nanosheets array ... See more keywords
Distribution of Emamectin Benzoate Granules in Maize Plants by Broadcasting into Maize Leaf Whorls
Sign Up to like & getrecommendations! Published in 2023 at "ACS Omega"
DOI: 10.1021/acsomega.2c07402
Abstract: Good control effects on fall armyworm (FAW) can be obtained by broadcasting emamectin benzoate (EB) granules into maize leaf whorls. However, the distribution of EB in maize plants is not clear. In this study, EB… read more here.
Keywords: benzoate granules; maize plants; granules maize; maize leaf ... See more keywords
Regulators of early maize leaf development inferred from transcriptomes of laser capture microdissection (LCM)-isolated embryonic leaf cells
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2208795119
Abstract: Significance C4 leaves are superior to C3 leaves in photosynthetic efficiency because they have the Kranz anatomy, in which the veins are surrounded by one layer of bundle sheath (BS) cells and one layer of… read more here.
Keywords: maize leaf; development; leaf; anatomy ... See more keywords
Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance
Sign Up to like & getrecommendations! Published in 2022 at "Plant Physiology"
DOI: 10.1093/plphys/kiac198
Abstract: Abstract The cuticle, a hydrophobic layer of cutin and waxes synthesized by plant epidermal cells, is the major barrier to water loss when stomata are closed. Dissecting the genetic architecture of natural variation for maize… read more here.
Keywords: leaf cuticular; maize leaf; gwas twas; cuticular conductance ... See more keywords
Epicoccum spp. causing maize leaf spot in Heilongjiang Province, China.
Sign Up to like & getrecommendations! Published in 2022 at "Plant disease"
DOI: 10.1094/pdis-09-21-1948-re
Abstract: Maize leaf spot occurs worldwide and affects maize production. Maize can be infected by several pathogens causing leaf spot, such as Bipolaris zeicola, Bipolaris maydis, Curvularia species, Alternaria species, and so on. In the current… read more here.
Keywords: spot; maize leaf; heilongjiang province; leaf spot ... See more keywords
Northern Maize Leaf Blight Detection Under Complex Field Environment Based on Deep Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2973658
Abstract: Northern maize leaf blight is one of the major diseases that endanger the health of maize. The complex background of the field and different light intensity make the detection of diseases more difficult. A multi-scale… read more here.
Keywords: module; leaf blight; maize leaf; detection module ... See more keywords
Maize leaf disease identification based on WG-MARNet
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0267650
Abstract: In deep learning-based maize leaf disease detection, a maize disease identification method called Network based on wavelet threshold-guided bilateral filtering, multi-channel ResNet, and attenuation factor (WG-MARNet) is proposed. This method can solve the problems of… read more here.
Keywords: based marnet; maize leaf; disease; leaf disease ... See more keywords
Dissecting the Genetic Structure of Maize Leaf Sheaths at Seedling Stage by Image-Based High-Throughput Phenotypic Acquisition and Characterization
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.826875
Abstract: The rapid development of high-throughput phenotypic detection techniques makes it possible to obtain a large number of crop phenotypic information quickly, efficiently, and accurately. Among them, image-based phenotypic acquisition method has been widely used in… read more here.
Keywords: maize leaf; high throughput; leaf sheaths; phenotypic ... See more keywords
Deep Learning-Based Identification of Maize Leaf Diseases Is Improved by an Attention Mechanism: Self-Attention
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.864486
Abstract: Maize leaf diseases significantly reduce maize yield; therefore, monitoring and identifying the diseases during the growing season are crucial. Some of the current studies are based on images with simple backgrounds, and the realistic field… read more here.
Keywords: attention mechanism; leaf diseases; maize leaf; leaf ... See more keywords