Plant Leaf Diseases Classification Using Improved K-Means Clustering and SVM Algorithm for Segmentation
Source abstract
Abstract
Several pests feed on leaves, stems, bases, and the entire plant, causing plant illnesses. As a result, it is vital to identify and eliminate the disease before causing any damage to plants. Manually detecting plant disease a... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Smart Agriculture and AI
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (33)
Show source-provided references
1. Status of agriculture in India: Trends and prospects
2. Tolerance to plant disease10.1146/annurev.py.09.090171.001315 ↗
3. An enhancement in classifier support vector machine to improve plant disease detection
4. A review of advanced techniques for detecting plant diseases10.1016/j.compag.2010.02.007 ↗
5. Plant disease detection by imaging sensors-parallels and specific demands for precision agriculture and plant phenotyping
6. Tutorial on support vector machine (SVM)
7. Classification of citrus plant diseases using deep transfer learning10.32604/cmc.2022.019046 ↗
8. DRPPP: A machine learning based tool for prediction of disease resistance proteins in plants
9. prPred-DRLF: Plant R protein predictor using deep representation learning features10.1002/pmic.202100161 ↗
10. Kumar · Recent Findings in Intelligent Computing Techniques · 2017 · 383
11. D-CAD: Deep and crowded anomaly detection
12. Equal partition based clustering approach for event summarization in videos
13. F-DES: Fast and deep event summarization10.1109/TMM.2017.2741423 ↗
14. Eratosthenes sieve based key-frame extraction technique for event summarization in videos10.1007/s11042-017-4642-9 ↗
15. Text query based summarized event searching interface system using deep learning over cloud10.1007/s11042-020-10157-4 ↗
16. AI-driven framework for recognition of guava plant diseases through machine learning from dslr camera sensor based high resolution imagery
17. Guava disease detection using deep convolutional neural networks: A case study of Guava plants10.3390/app12010239 ↗
18. An optimized method for segmentation and classification of apple diseases based on strong correlation and genetic algorithm based feature selection10.1109/ACCESS.2019.2908040 ↗
19. Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selection10.1016/j.compag.2018.04.023 ↗
20. Classification of citrus plant diseases using deep transfer learning10.32604/cmc.2022.019046 ↗
21. Benefits of hyperspectral imaging for plant disease detection and plant protection: A technical perspective10.1007/s41348-017-0124-6 ↗
22. Plant disease detection using hybrid model based on convolutional autoencoder and convolutional neural network10.1016/j.aiia.2021.05.002 ↗
23. A citrus fruits and leaves dataset for detection and classification of citrus diseases through machine learning
24. DiaMOS Plant: A dataset for diagnosis and monitoring plant disease10.3390/agronomy11112107 ↗
25. Using deep learning for image-based plant disease detection
26. Plant disease classification using image segmentation and SVM techniques
27. Leaf disease detection using support vectormachine
28. A review on segmentation based image compression techniques10.25103/jestr.063.24 ↗
29. Feature extraction and selection of kidney ultrasound images using GLCM and PCA10.1016/j.procs.2020.03.382 ↗
30. Plant disease detection using machine learning
31. Madden · Title of the Study of Plant Disease Epidemics · 2007 · 1 · 235
32. Molecular genetics of plant disease resistance
33. Plant leaf disease detection using support vector machine10.23851/mjs.v30i1.487 ↗