Research Topic -Hyperspectral Image Processing for Remote Sensing Applications – Spatial Yield Estimation Using Artificial Intelligence Techniques
- To develop a deep learning model that extracts transferable information from multiple crops simultaneously for yield prediction using multiple correlation and regression techniques.
- To improve the computational efficiency, we propose a transfer learning approach by weights sharing principle in feature extraction among multiple crops.
- To provide a solution for yield forecast that demands fewer data when compared to existing methods that require large amounts of remote sensing data. This model retrieves the input parameters from weather, soil properties for a given latitude and longitude.
- To identify the scalability of the proposed approach for agriculture applications at the regional scale.
Department & Campus
Department of Electronics and Communication Engineering, School of Engineering, Coimbatore Campus
Skillsets Preferred from Applicants
Basic knowledge in signal and image processing, machine learningFaculty Profile
Dr. Aravinth J.
Assistant Professor,
Department of Electronics and Communication Engineering,
School of Engineering,
Amrita Vishwa Vidyapeetham, Coimbatore
Why Amrita?!
The core vision of Amrita lies in providing education for life, grounded in intellectual social responsibility through compassion driven research that will translate into a positive global impact. The Schools under the aegis of Amrita University have over 108 programmes in disciplines as diverse as Biotechnology, Engineering, Management, Medicine, Dentistry, Ayurveda, Pharmacy, Nanotechnology, Communication, Arts & Science and Education, providing our students with an outstanding training in our several campuses across multiple states. Needless to add, this multi-disciplinary character of our University facilitates a laudable synergy within our midst greatly enabling us all to derive maximum benefit from the expertise of each other.
Outstanding Faculty from India and Abroad
Industry-Aligned Curriculum
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Admission Procedure
ELIGIBILITY
FULL TIME PHD
Applicants holding a Master’s degree are eligible to apply for admission. Examples of Master’s degree include: ME, M. Tech., M. Sc., MCA, MS by Research and MPhil
applicants are expected to have strong academic records.
PART TIME PHD
Applicants who have a full-time appointment at Amrita Vishwa Vidyapeetham or at another academic/ R&D organization are eligible to apply for part-time admission. Other eligibility requirements of such applicants are same as full time applicants. Part Time students are permitted to proceed at a slower pace in completing their doctoral requirements.
INTEGRATED PHD
Exceptional students pursuing a Bachelor’s or Master’s degree at Amrita will be allowed to apply for the Integrated Ph.D. program subject to the requirement that he or she completes all the requirements of the Bachelor’s or Master’s degree prior to ‘advancement to candidacy’
DUAL DEGREE PHD
Exceptional students who satisfy the eligibility requirements of Amrita and that of Amrita’s International Partner University (IPU), as stated in the Dual PhD. MoU signed between Amrita and the IPU, are eligible for admission to the Dual PhD program.
Fee Structure
|
TUITION FEES (Per Annum) External Scholars |
TUITION FEES (Per Annum) Internal Scholars |
|
| AMRITAPURI | ₹30,000 | ₹20,000 |
| COIMBATORE | ₹30,000 | ₹20,000 |
| BENGALURU | ₹30,000 | ₹20,000 |
| CHENNAI | ₹30,000 | ₹20,000 |
Admission
Doctoral programs at Amrita Vishwa Vidyapeetham are designed to develop outstanding educational researchers with a wide range of research skills as well as in-depth knowledge and practical understanding and expertise in their chosen field of educational research.
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