SiGMA Lab - The research Lab was established in 2014. The research team aims at data-driven solutions for healthcare, infrastructure and customized user services using Intelligent frameworks boosted by machine learning and artificial intelligence tools. Enhancing user experience and preferences through critical insights, automated decisions and innovative products, the team works towards improving lives in remote areas, villages and smart cities.
Ph.D Scholars:
SiGMA Lab research team focuses on Feature Engineering, Machine Learning, Artificial Intelligence and Quantum Machine Learning.
AI can be used for transforming rural India using digital technologies and intelligent systems.
The team is involved in exploring problems identified with farmers, tribals and women in building cost-effective solution frameworks.
S. No | Year | Project Title |
1. | 2017-18 | Electrolaryngeal Speech Enhancement [1] |
2. | 2017-18 | Object Shapes using Sparse Representations [2] |
3. | 2017-18 | Facial Expression Recommendations |
4. | 2017-18 | Traffic Accident Detection |
5. | 2017-18 | Traffic Incident Detection |
6. | 2017-18 | Radar Signal Processing for Traffic Incidents |
7. | 2017-18 | Radar Sensor Development |
8. | 2016-17 | Dimensionality Reduction using Neural Networks |
9. | 2016-17 | Medical Diagnosis Support System for Remote Healthcare [3] |
10. | 2016-17 | WayFinding for Emergency Services [4] |
11. | 2016-17 | Satellite Feature Extraction for Road Detection |
12. | 2015-16 | Thermal Image Processing – Action Recognition |
13. | 2015-16 | WayFinding through Complex Indoor Environment [5] |
14. | 2015-16 | Time-Series Data [6] |
15. | 2015-16 | Superresolution of Mammography Images [7] |
16. | 2015-16 | Spectral Representation of Principal Components in Signals [8] |
The lab contains the following equipment:
Dr. B. Rajathilagam
Associate Professor,
Department of Computer Science and Engineering,
Amrita Vishwa Vidyapeetham, Amritanagar PO,
Coimbatore - 641 112, Tamilnadu, INDIA.
+91 422 2685000 (Ext. 5706)
+91 9600648032
b_rajathilagam@cb.amrita.edu