DocumentCode :
3587148
Title :
eAGROBOT - A robot for early crop disease detection using image processing
Author :
Pilli, Sai Kirthi ; George, Smith Jessy
Author_Institution :
Eng. & Manuf. Solutions Bus. Unit, Cognizant Technol. Solutions, Hyderabad, India
fYear :
2014
Firstpage :
1
Lastpage :
6
Abstract :
Management of crops from early stage to mature harvest stage involves identification and monitoring of plant diseases, nutrient deficiency, controlled irrigation and controlled use of fertilizers and pesticides. Although the number of remote sensing solutions is increasing, the availability and ground visibility during critical growth stages of crops continue to be major concerns. eAGROBOT (a prototype) is a ground based agricultural robot that overcomes challenges existing in large and complex satellite based solutions and helpdesk form of solutions available as m-Services. It provides a small, portable and reliable platform to automatically survey farmland, detect diseases as well as spray the pesticide. In future, the farmer can obtain a consolidated view of the farm along with decision support statistics for planning purposes. The development of eAGROBOT, real time testing results obtained from cotton and groundnut plantations and future focus has been detailed in this paper.
Keywords :
crops; decision support systems; fertilisers; image resolution; industrial robots; irrigation; planning; plant diseases; automatic farmland survey; controlled fertilizer usage; controlled irrigation; controlled pesticide usage; cotton plantations; decision support statistics; eAGROBOT; early crop disease detection; early stage; ground based agricultural robot; ground visibility; groundnut plantations; image processing; mature harvest stage; nutrient deficiency; pesticide spraying; planning purposes; plant disease identification; plant disease monitoring; portable reliable platform; remote sensing solutions; Accuracy; Cotton; Diseases; Image resolution; Robots; Testing; Agricultural robot; Image processing; pest identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics and Communication Systems (ICECS), 2014 International Conference on
Print_ISBN :
978-1-4799-2321-2
Type :
conf
DOI :
10.1109/ECS.2014.7090754
Filename :
7090754
Link To Document :
بازگشت