A Review Paper on Detection of Leaf Diseases using Digital Image Processing
Autor: | V.Ramya, R.Devi |
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Jazyk: | angličtina |
Rok vydání: | 2018 |
Předmět: | |
DOI: | 10.5281/zenodo.2529163 |
Popis: | Image processing plays important role to analysis images in agriculture Field. Crops can be automatically analysed which gives best results and it will save cost and time .This analysis may helpful for the farmers to get expert knowledge and advice which is not readily available.Mechanical advances inside the improvement of accuracy agribusiness apparatus and programming framework would then be able to end up being less expensive and quicker than on-ground human mediation and data gathering. Many algorithms are available for the detection of plant leaf diseases. The objective of this paper is to give a brief review about the diseases which occurred in pants. Various image processing techniques like Pre-processing, Segmentation, Feature Extraction, Classification can be used to analyse plant disease. {"references":["R Anand, S. Veni, J.Aravinth\" An application of image processing techniques for detection of diseases on brinjal leaves using k-means clustering method \", IEEE ,Recent Trends in Information Technology (ICRTIT), 2016 International Conference on April 2016","SantanuPhadikar and Jaya Sil \"Rice Disease identification using Pattern Recognition Techniques\" Proceedings of 11th International Conference on Computer and Information Technology (ICCIT 2008)25- 27 December, 2008, Khulna, Bangladesh, pp. 1-4244- 2136-7/08","H. Al-Hiary, S. Bani-Ah Mad, M. Reyalat, M. Braik And Z. A Lrahamneh, Fast And Accurate Detection And Classification Of Plant Diseases, IJCA, 2011, 17(1), 31-38, IEEE-2010","TejalDeshpande, SharmilaSengupta, and K.S.Raghuvanshi, \"Grading &Identification of Disease in Pomegranate Leaf and Fruit,\" IJCSIT, vol. 5 (3), pp 4638-4645, 2014","Ms. Kiran R. Gavhale, Prof. Ujwalla Gawande, and Mr. Kamal O. Hajari, \"Unhealthy Region of Citrus Leaf Detection using Image Processing Techniques,\" IEEE International Conference on Convergence of Technology (I2CT), Pune, pp 1-6, 2014","Monika Jhuria, Ashwani Kumar and Rushikesh Borse, \"Image processing for smart farming detection of disease and fruit grading,\" IEEE 2nd International Conference on Image Information Processing (ICIIP), Shimla, pp 521-526, 2013","LakhvirKaur, Vijay Laxmi, \"Detection of Unhealthy Region of plant leaves using Neural Network\", International Journal of Latest Engineering Research and Applications (2016) Volume – 01, Issue – 05 pp – 34-42","Sachin B. Jagtap,.Shailesh M. Hambarde,\"Agricultural Plant Leaf Disease Detection and Diagnosis Using Image Processing Based on Morphological Feature Extraction\", IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 4, Issue 5, Ver. I (Sep-Oct. 2014), PP 24- 30 e- ISSN: 2319 – 4200, p-ISSN No. : 2319 – 4197","Dheeb Al Bashish, Malik Braik, and Sulieman Bani-Ahmad,\"A Framework for Detection and Classification of Plant Leaf and Stem Diseases\", 2010 IEEE International Conference on Signal and Image Processing, pp. 978- 1- 4244-8594-9/10","K. Elangovan, S. Nalini,\" Plant Disease Classification Using Image Segmentation and SVM Techniques\", International Journal of Computational Intelligence Research ISSN 0973-1873 Volume 13, Number 7 (2017), pp. 1821-1828 © Research India Publications","Murali Krishnan, M. G. Sumithra \"A novel algorithm for detecting bacterial leaf scorch (BLS) of shade trees using image processing\", 2013 IEEE 11th Malaysia International Conference on Communications (MICC)","Sukhvir Kaur, Shreelekha Pandey, Shivani Goel \"Plants Disease Identification and Classification Through Leaf Images: A Survey\"link.springer.com/article/10.1 007/s11831-018-9255-6","Weizheng S, Yachun W, Zhanliang C, Hongda W (2008) Grading method of leaf spot disease based on image processing. In: IEEE international conference on computer science and software engineering, Wuhan, Hubei, December 8, pp 491–494 Google Scholar","S.S. Saranya, Nalluri Chandra Kiran, KommaJyotheeswar Reddy , \"Identification of diseases in plant parts using image processing\" in International Journal of Engineering & Technology, Issue No.7 May (2018) pages: 461-463"]} |
Databáze: | OpenAIRE |
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