Dr. R. Ravindraiah
Qualification : Ph.D. (JNTUA, Anantapuramu)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | Bio Medical Image Processing & Embedded System | ECE | JNTUA, Anantapuramu | 2021 |
| M.Tech. | Digital Electronics & Communication Systems | ECE | Annamacharya Institute of Technology & Science, JNTUA | 2011 |
| B.Tech. | ECE | ECE | G.Pulla Reddy Engineering College, SK University | 2008 |
Research Areas:
- Bio-Medical Image Processing, VLSI & Embedded Systems
Research Identifiers:
- Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=37011647300
- Vidwan Link: https://vidwan.inflibnet.ac.in/profile/223479
- Google scholar Link: https://scholar.google.co.in/citations?user=TrBBNhYAAAAJ&hl=en
- h-Index (As per Scopus Data) : 4
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2025-26 | 1 | MobileNet V2: Deep Learning Approach for Diabetic Retinal Image Classification. In: Raju, K.S., Senkerik, R., Kumar, T.K., Sellathurai, M., Naresh Kumar, V. (eds) Intelligent Computing and Communication. ICICC 2024. Lecture Notes in Networks and Systems, vol 1240. Springer, Singapore. https://doi.org/10.1007/978-981-96-1264-2_1 | Scopus | Conference Proceedings | |
| 2 | MITS | 2024-25 | 4 | Assessment of mechanical and tribological behavior of Mg-4Zn-1RE-0.7Zr alloy: Novel mixture of Si3N4/TiC/MoS2 utilizing casting technique” Composites and Advanced Materials. Volume 33: 1–15, August 2024;33. Sage Publications Ltd; doi:10.1177/26349833241279311 | SCIE | Article | Q3 |
| 3 | MITS | 2024-25 | 1 | Enhanced Diabetic Retinopathy Classification Using Inception Net V3: A Deep Learning Approach” Convergence of Internet of Medical Things (IoMT) and Generative AI, IGI Global Scientific Publishing, DOI: 10.4018/979-8-3693-6180-1.ch011, pp 267 – 290 | Scopus | Book Chapter | |
| 4 | MITS | 2024-25 | 1 | Deep Learning Classification of Diabetic Retinopathy Using ResNet-101 Convolutional Neural Networks” Convergence of Internet of Medical Things (IoMT) and Generative AI, IGI Global Scientific Publishing, DOI: 10.4018/979-8-3693-6180-1.ch017, pp 417 – 438 | Scopus | Book Chapter | |
| 5 | MITS | 2024-25 | 4 | Enhancing IoT Data Quality Validation in Medical Field through Big Data” Internet of Things and Big Data Analytics for a Green Environment, Chapter 2, 1st Edition, pp 23 – 39, Oct 2024, Chapman and Hall/CRC, Taylor & Francis group, eISBN: 9781032656830 doi: 10.1201/9781032656830 | Scopus | Book Chapter | |
| 6 | MITS | 2023-24 | 2 | Clinical Application of Neural Network for Cancer Detection Application”. EAI Endorsed Trans Perv Health Tech, Vol 10, pp 1 – 6, March 2024; H index 13, ISSN: 24117145, https://doi.org/10.4108/eetpht.10.545410 | Scopus | Article | |
| 7 | Others | 2022-23 | 4 | The future of Industry 4.0: Private 5G Networks” Advanced Signal Processing for Industry 4.0, IOP Publishing, Ch. 3 (1-25), June 2023, doi: 10.1088/978-0-7503-5247-5ch3 | Scopus | Book Chapter | |
| 8 | Others | 2019-20 | 1 | An Instinctive application of Spatially weighted Possibilistic Clustering Methods for the Detection of Lesions in Diabetic Retinopathy Images in Multi-dimensional Kernel Space”, Volume 113 (1), pp 223-240, January 2020, https://doi.org/10.1007/s11277-020-07186-5, ISSN: 09296212, 1572834X Wireless Personal Communications, Springer Nature, IF:1.671 | SCIE | Article | Q2 |
| 9 | Others | 2019-20 | 1 | An Instinctive method for Lesion Detection in Diabetic retinopathy images using a novel Spatial Possibilistic C means clustering in Kernel space”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2S11, pp 2380-2386, September 2019, ISSN: 2277-3878, DoI: 10.35940/ijrte.B1272.0982S1119 | Scopus | Article | |
| 10 | Others | 2019-20 | 1 | “Evaluation of Conventional methods for the Detection of Lesions in Diabetic Retinopathy Images: A Research”, International Journal of Innovative Technology and Exploring Engineering ISSN: 2278-3075, Volume-8, Issue- 9S2, July 2019, pp 52–57, DOI: 10.35940/ijitee.I1010.0789S219 | Scopus | Article | |
| 11 | Others | 2017-18 | 1 | Exudates detection in Diabetic Retinopathy images using Possibilistic C means clustering algorithm with induced Spatial constraint,” Advances in Intelligent Systems and Computing, Springer Nature, Singapore, doi.org/10.1007/978-981-10-7868-2_44,pp 455-463 | Scopus | Article | |
| 12 | Others | 2015-16 | 1 | Detection of Exudates in Diabetic Retinopathy Images using Laplacian Kernel induced Spatial FCM Clustering algorithm” Indian Journal of Science and Technology, ISSN: 09745645, 09746846, Vol 9 (15), pp 1-6, April 2016, DoI: 10.17485/ijst/2016/v9i15/88171 | Scopus | Article | |
| 13 | Others | 2011-12 | 1 | Quality Improvement for Analysis of Leukemia Images through Contrast Stretch Methods” International Conference on Communication Technology and System Design 2011, Amrita Vishwa Vidyapeetham, Coimbatore, India, ELSEVIER Procedia Engineering 30 (2012) 475 – 481 | Scopus | Conference Proceedings | |
| 14 | Others | 2011-12 | 1 | Segmentation of Electron Micrograph Images for Qualitative Analysis of Diabetic Atherosclerosis” published in International Journal of Applied Engineering Research, PP.2061-2068, Volume 6, Number 17 (2011), ISSN 0973-4562 | Scopus | Article | |
| 15 | Others | 2011-12 | 1 | Qualitative Evaluation of Enhancement Methods for Analysis of Acute Leukemia Images,” published in International Journal of Applied Engineering Research, PP.2051-2060, Volume 6, Number 17 (2011), ISSN 0973-4562 | Scopus | Article | |
| 16 | Others | 2011-12 | 1 | Qualitative and Quantitative Analysis of Segmentation of Human Retinal Images” International Conference on Computer, Communication and Electrical Technology(ICCCET 2011), archived in IEEE publication and IEEE explorer, National Engineering College, Tirunelveli, Tamilnadu, India, pp 76-80 | Scopus | Conference Proceedings | |
| 17 | Others | 2010-11 | 6 | Qualitative Analysis of Segmentation Methods in Detection of Atherosclerosis in Diabetic Patients” Proceedings of International Conference on Emerging Trends in Robotics & Communication Technologies (INTERACT 2010), Published by IEEE Press and IEEE explorer, Sathyabama University, Chennai. India, pp 263-267 | Scopus | Conference Proceedings |
Research Projects & Events
| S.No | Affiliation | Academic Year | Funded Project /Event | Role | Title of the Project/Event | Amount in Rs. /- | Funding Agency |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2017-18 | Funded Project | P.I. | An Optimized Learning methods for the Classification of Diabetic Retinal Imag | 17,000 | MITS, Madanapalle Seed Grant |
| 2 | MITS | 2024-25 | Funded Project | P.I. | Lesion detection in Diabetic Retinopathy images using Kernal induced Spatial Fuzzy clustering approach | 20,000 | MITS, Madanapalle under TEQIP II Seed |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | Others | 2022-23 | 202241065882 | Implementation of Surveillance Monitoring Using ESP32 CAM Module | Published |
| 2 | Others | 2022-23 | 202241060187 | Tracking and Controlling of Transportation Vehicles | Published |
| 3 | Others | 2021-22 | 202241020127 | A Method for Efficient Power Allocation in Multiple Input/Ouput and Small Cell Network Systems | Published |
| 4 | Others | 2021-22 | 202141060537 | IoT based Fish Breeding Identification System employing Image Processing | Published |
Awards/Achievements
- Resource person in “Soft Clustering Methods in Image Processing” a Five Days Online Faculty Development Program on “Contemporary Research Trends in Electronics & Communications, and Computer Science” organized by Department of ECE, Visvesvaraya Technological University Center for PG studies, Karnataka, 6th – 10th July 2020.