Announcement:

Dr. Rohini Nagapadma

Principal and Professor

Department of Electronics & Communication Engineering

Email: rohini_nagapadma@nie.ac.in
Phone No: 99806 07517
About Me:

My primary research interest is in the area of Image Processing. I am having 30+ years of Experience in the field of teaching. I was privileged to be HoD in the Department of Electronics and Communication Engineering for about 15 years. I’ve stood by the Department and the Institution in thick and thin and successfully steered it through, being instrumental in its overall development. The experience and insights I’ve picked up on my journey has copiously aided me to evaluate Ph.D thesis’s solemnly. Several times I’ve been an examiner for the Ph. D defence as well. I have reviewed different papers in IEEE transactions and various International Journals and conferences which surely has widened my perspectives and horizons over time.

Two research students are awarded the Ph.D Degree under VTU Belegavi. I am currently guiding three Ph. D students in quite a few vivid areas encompassing pioneering areas like Machine Learning, Neural Networks, Speech processing,Image Processing,IoT etc . One of the student, Sharmila B S focusses her work on developing an Intrusion detection system for Internet of Things using deep neural networks. The research area opens avenues into providing network security for IoT devices. IoT devices being resource constrained optimization in terms of power and memory is also taken into consideration. Ashwini D S is working on Machine Learning Based Approach for Developing an Efficient Sign Language Recognition the heart of which is to devise a Sign language recognition system that can efficiently and accurately translate sign language into text or speech using advanced Machine learning classifier to increase the system performance. Aneeta S Antony is working on Design and Development of a technique for recognition and comparison of disordered speech with normal speech in Kannada Language.The crux of this work is to develop a system to help those with speech disorders to recognize the speech and help them asses their accuracy and effectiveness of their speech thereby standing by them as a support system to aid in speech training.

Certain activities that I’ve pursued with enthusiasm and vigour are delivering a good number of talks in workshops, conferences, Faculty Development Programs. The sessions delivered has aided me to evolve, learn and deliver better each time. I am a branch counsellor of NIE IEEE student branch and also member of IEEE and IETE Professional society. I have several publicationsin renowned Journals. I have published 10+ National/ International Journals and 15+ National/International Conferences. I am also a member for various committees that demands strong mettle and equity, like Local Inspection Committee (LIC), VTU, Belagavi, Board of Studies (BoS) and Board of Examination (BoE) of reputed institutions. The activities besides solely academics alone has made my professional life a wholesome one.
  • B.E. (University of Mysore)
  • M.Tech (IIT Madras)
  • Ph. D (VTU, Belagavi)
  • Principal & Professor
  1. Sharmila, B. S., and Rohini Nagapadma., "KNN classification using multi-core architecture for intrusion detection system." Communication and Computing Systems: Proceedings of the 2nd International Conference on Communication and Computing Systems (ICCCS 2018), December 1-2, 2018, Gurgaon, India. CRC Press, 2019.
  2. Hegde, Salila, and Rohini Nagapadma., "Medical image compression scheme using number theoretic transform." Computer Vision and Machine Intelligence in Medical Image Analysis: International Symposium, ISCMM 2019. Springer Singapore, 2020.

Journal Publications:

  1. Sharmila, B. S., and Rohini Nagapadma., "QAE-IDS: DDoS anomaly detection in IoT devices using Post-Quantization Training." Smart Science (2023): 1-16.
  2. Sharmila, B. S., and Rohini Nagapadma., "Quantized autoencoder (QAE) intrusion detection system for anomaly detection in resource-constrained IoT devices using RT-IoT2022 dataset." Cybersecurity 6.1 (2023): 41.
  3. Sharmila, B. S., and Rohini Nagapadma., "P‐DNN: Parallel DNN based IDS framework for the detection of IoT vulnerabilities." Security and Privacy: e330. (2023).
  4. Salila Hegde,Rohini Nagapadma., “Finite Field Discrete Cosine Transform for Image Processing Applications” International Journal of Engineering and Advanced Technology (IJEAT) Volume 8, Issue 5 (2019).
  5. Salila Hegde, Rohini Nagapadma.,  “Number theoretic transforms for fast digital computation” International journal of Research in Advent Technology, Volume 7, Issue 5, Pages 397-401 (2019).
  6. Hegde, Salila, and Rohini Nagapadma., "Lossless Compression Scheme for Regular Images using Number Theoretic Transform." International Journal of Computer Applications 158.9 (2017).
  7. Padmashree, S., and Rohini Nagapadma., "Area optimized high speed parallel architecture with internal pipelined structure for FIC on FPGA." Far East Journal of Electronics and Communications 16.1 (2016): 49.
  8. Padmashree, S., and Rohini Nagapadma. "Performance measure analysis between anisotropic diffusion filter and bilateral filter for post processing of fractal compressed medical images." International Journal of Computer Applications 123.12 (2015).
  9. Rohini Nagapadma, Narasimha Kaulgud, Salila Hegde, “Accelerating Huffman Algorithm using Multicore Platform” Journal of the Instrument Society of India, ISOI, IISC, Volume 45 Issue 4 Pages 233-235 (2015).
  10. Rohini Nagapadma, and S. Padmashree., "Comparative Assessment of Fractal Image Compression with and without Neural Networks for Medical Images." International Journal on Recent Trends in Engineering & Technology 11.2 (2014): 144.
  11. Padmashree, S., and Rohini Nagapadma., "Comparative analysis of JPEG compression and fractal image compression for medical images." International Journal of Engineering Science and Technology 5.11 (2013): 1847.
  12. Padmashree, S., and Rohini Nagapadma., "Comparative analysis of quad-tree partitioned iterated function systems for medical images." International Journal of Computer Applications 59.14 (2012).
  13. Rohini Nagapadma, and Narasimha Kaulgud. "Three Dimensional Motion Vectorless Compression." IJCSNS 9.4 (2009): 384.

Conference:

  1. Hegde, Salila, and Rohini Nagapadma., "Medical image compression scheme using number theoretic transform." Computer Vision and Machine Intelligence in Medical Image Analysis: International Symposium, ISCMM 2019. Springer Singapore, 2020.
  2. Sharmila, B. S., and Rohini Nagapadma., "Intrusion detection system using naive bayes algorithm." 2019 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE). IEEE, 2019.
  3. Sharmila, B. S., and Rohini Nagapadma., "KNN classification using multi-core architecture for intrusion detection system." Communication and Computing Systems: Proceedings of the 2nd International Conference on Communication and Computing Systems (ICCCS 2018), December 1-2, 2018, Gurgaon, India. CRC Press, 2019.
  4. K Chandra Sekhar, S L Abhilasha, Sumukh R Bhat, N Ullas Raj, K Srikrishna, R Gopal Krishne Urs and Rohini Nagapadma., "Deposition of nano-structured multilayer coatings of Cu2ZnSnS4 (CZTS) thin films by vacuum thermal evaporation method." IOP Conference Series: Materials Science and Engineering. Vol. 402. No. 1. IOP Publishing, 2018.
  5. Padmashree, S., and Rohini Nagapadma., "Different approaches for implementation of fractal image compression on medical images." 2016 International Conference on Electrical, Electronics, Communication, Computer and Optimization Techniques (ICEECCOT). IEEE, 2016.
  6. Padmashree, S., and Rohini Nagapadma., "Statistical analysis of objective measures using fractal image compression for medical images." 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, 2015.
  7. Padmashree, S., and Rohini Nagapadma., "Images using Embedded Block Coding Optimization Truncation (EBCOT)." 2015 IEEE International Advance Computing Conference (IACC). IEEE, 2015

1. 6213/CHE/2014 A System and Method for Automatic Subjective Correction of Vision (Dr. Rohini Nagapadma) 9.12.2014 December 2022
List of UG courses taught in recent years
  • Multimedia Communication
  • Digital Signal Processing
  • Digital Image Processing
  • Telecommunication Switching
  • Wireless Communication
  • Mobile Communication
  • Wireless Networks
  • Signals and Systems
List of PG courses taught in recent years
  • Multimedia Communications
  • Protocol Engineering
  • Research Methodology
  • Microprocessor and Microcontrollers (IAR)