TY - GEN
T1 - An analysis of various techniques for leaf disease prediction
AU - Niveditha, P.
AU - Gururaj, H. L.
AU - Janhavi, V.
N1 - Publisher Copyright:
© Springer Nature Singapore Pte Ltd. 2019.
PY - 2019
Y1 - 2019
N2 - The detection of plant diseases at early stage can be the best precaution taken by any farmer to avoid great loss. If that work of detecting the plant is made automatic, then it would be the essential topic for discovery. Mainly, plant diseases are caused by fungi, bacteria, and virus. All three affect the plant in different way which can be identified. This feature helps in detecting the particular disease. When it comes to fungi, they can be classified with their morphology that is based on their reproductive structures. Bacteria have the unique property of increasing their number in short duration, the single cell dividing into two and hence multiplying in number, but compared to fungi, they have simple life cycle. Viruses are the smallest particle found. They are made up of proteins and genetic materials. The method for detecting involves five stages, in the first stage, the image is selected through the inputs, the second stage involves processing of image, the third involves dividing the image, the fourth involves finding unique attributes, and final step involves analysis.
AB - The detection of plant diseases at early stage can be the best precaution taken by any farmer to avoid great loss. If that work of detecting the plant is made automatic, then it would be the essential topic for discovery. Mainly, plant diseases are caused by fungi, bacteria, and virus. All three affect the plant in different way which can be identified. This feature helps in detecting the particular disease. When it comes to fungi, they can be classified with their morphology that is based on their reproductive structures. Bacteria have the unique property of increasing their number in short duration, the single cell dividing into two and hence multiplying in number, but compared to fungi, they have simple life cycle. Viruses are the smallest particle found. They are made up of proteins and genetic materials. The method for detecting involves five stages, in the first stage, the image is selected through the inputs, the second stage involves processing of image, the third involves dividing the image, the fourth involves finding unique attributes, and final step involves analysis.
UR - http://www.scopus.com/inward/record.url?scp=85053562017&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85053562017&partnerID=8YFLogxK
U2 - 10.1007/978-981-13-1501-5_19
DO - 10.1007/978-981-13-1501-5_19
M3 - Conference contribution
AN - SCOPUS:85053562017
SN - 9789811315008
T3 - Advances in Intelligent Systems and Computing
SP - 229
EP - 239
BT - Emerging Technologies in Data Mining and Information Security - Proceedings of IEMIS 2018
A2 - Dutta, Paramartha
A2 - Bhattacharya, Abhishek
A2 - Dutta, Soumi
A2 - Mandal, Jyotsna Kumar
A2 - Abraham, Ajith
PB - Springer Verlag
T2 - International Conference on Emerging Technologies in Data Mining and Information Security, IEMIS 2018
Y2 - 23 February 2018 through 25 February 2018
ER -