- Computer Vision
- Deep Learning
- Evolutionary Computation
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- December 2021 to April 2024 – Senior Research Fellow, National Institute of Technology, Warangal
- December 2019 to November 2021 – Junior Research Fellow, National Institute of Technology, Warangal
- January 2017 to December 2019 – Assistant Professor, Aurora’s Technological and Research Institute, Hyderabad
- Image and video understanding through Computer vision-based techniques such as object detection, tracking and re-identification
- To automate the design of Machine learning and Deep learning models
- Soft computing techniques
- 2024 – Won first prize for Poster presentation in Research Confluence – NIT Warangal
- December 2019 to April 2024 – Ph.D. Fellowship – Ministry of Human Resource Development
Journals:
- Medipelly Rampavan, Earnest Paul Ijjina, “Genetic brake-net: Deep learning based brake light detection for collision avoidance using genetic algorithm.” in: Knowledge-Based Systems, Elsevier, vol. 264, pp.110338 (SCI Indexed, Q1, 2023, IF: 8.8)
- Medipelly Rampavan, Earnest Paul Ijjina, “Brake Light Detection of Vehicles Using Differential Evolution Based Neural Architecture Search” in: Applied Soft Computing, Elsevier, 147, pp.110839 (SCI Indexed, Q1, 2023, IF: 8.7)
Book Chapters:
- Medipelly Rampavan, Earnest Paul Ijjina. “A Fast Garbage Classification Model Based on Deep Learning” in: IoT-Based Smart Waste Management for Environmental Sustainability, CRC Press, pp. 171-182 (2022)
Conferences:
- MKumar, Gobind, Medipelly Rampavan, and Earnest Paul Ijjina. “Deep Learning based Brake Light Detection for Two Wheelers” in Proc. of IEEE International Conference on Computing Communication and Networking Technologies (ICCCNT),
pp. 1-4 (2021)
- E-mail id: rampavan.m@srmap.edu.in