Concepedia

A study on visual features of leaves in plant identification using artificial intelligence techniques

Enes Yi̇ği̇t, Kadir Sabancı, Abdurrahim Toktaş, Ahmet Kayabaşı

Computers and Electronics in Agriculture · 2018 · 85 citations · 19 references

Open access

Concepts

ComputingComputer SciencePlant SciencesArtificial IntelligenceComputer VisionMachine LearningAgricultural Machine VisionLeaf AnatomyLeaf MorphologyObject RecognitionPattern RecognitionPlant IdentificationBotanical IdentificationImage-based Plant IdentificationLeaf Area EstimationLeaf Identification CharactersLeaf Morphology VisualizationMachine Learning For Plant Identification

References

19

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

Computing, Computer Science, Computer Vision +12

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Correlation-based Feature Selection for Machine Learning

Mark Hall · 1998 · 3.5K citations

Computing, Computer Science, Artificial Intelligence +14

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Computing, Computer Science, Data Science +14

Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification

Srdjan Sladojević, Marko Arsenović, Andraš Anderla et al. · Computational Intelligence and Neuroscience · 2016 · 1.9K citations · Full text

Agriculture, Computer Science, Plant Pathology +13