Neena K. A. is an Assistant Professor in the Department of Electronics and Communication Engineering at the Federal Institute of Science and Technology (FISAT), Angamaly, and has been associated with the institution since January 2006. She is a PhD research scholar under APJ Abdul Kalam Technological University (KTU), Kerala, and her research focuses on medical image analysis. Over the years, she has taught a wide range of undergraduate and postgraduate courses, including Communication Engineering, Linear Integrated Circuits, Radiation and Propagation, Network Theory, Analog Circuits, Wireless Communication, Microwave Engineering, Biomedical Engineering, Electronic Circuits, Machine Learning, Advanced Communication Systems, Image and Video Processing, Antennas and Microwave Engineering, and Introduction to Artificial Intelligence and Data Science. She has published research papers in reputed international journals and conferences and is actively involved in academic research, curriculum development, and the implementation of outcome-based education practices.
| Degree |
Specialization |
Institute |
University |
Year of completion |
| PhD |
Image Processing |
Federal Institute of Science and Technology, Angamaly |
APJ Abdul Kalam Technological University |
Doing |
| M.Tech |
Communication Engineering |
Federal Institute of Science and Technology, Angamaly |
M. G University |
2012 |
| B.Tech |
Electronics and Communication Engineering |
Govt. RIT, Kottayam |
M. G University |
2005 |
| Designation |
Institution |
from(year) |
To(year) |
| Assistant Professor (Senior Grade) |
FISAT |
October 2023 |
|
| Assistant Professor (Special Grade) |
FISAT |
July2016 |
September 2023 |
| Assistant Professor |
FISAT |
January 2013 |
June 2016 |
| Lecturer |
FISAT |
January 2006 |
December 2012 |
| Lecturer |
College of Engineering, Poonjar |
August 2005 |
January 2006 |
| 1 |
Best Paper Presenter Award SSITCON-2024 |
| 2 |
Top 5% NPTEL course on Introduction to Machine Learning |
| 3 |
ELLITE Grade for three NPTEL MOOC courses |
| 4 |
Best Library user Award sponsored by central library FISAT-2022 |
| (a) |
Present Responsibilities |
| 1 |
Time Table Coordinator – College level and Department level |
| 2 |
Subject Allocation Department coordinator |
| 3 |
NBA Criteria 3 Department Coordinator |
| 4 |
Group Advisor 2024 Admission ECE A Batch |
| 5 |
NAAC member |
| 6 |
Department Students association ECHO coordinator |
| 7 |
Discipline Committee and Anti ragging committee member |
| 8 |
Lab in charge of Electronic Circuits Lab |
| (b) |
Past Responsibilities |
| 1 |
NAAC Department coordinator 2016 |
| 2 |
NBA Criteria 3 Coordinator |
| 3 |
KTU audit Department Coordinator- 2018 |
| 4 |
NIRF Department coordinator |
| 5 |
Group Advisor of four batches |
| 6 |
Lab in Charges |
|
Papers in Journals |
| 1 |
Neena K.A., Anil Kumar M.N. “An efficient deep learning framework for detecting and classifying brain tumour from DWT compressed MRI images”. Multimed Tools Appl (2025).Springer https://doi.org/10.1007/s11042-025-21034-3 |
| 2 |
Neena K.A., Anil Kumar M.N. ,”Haar-Initialized Parametric Wavelet Compression with Attention-Driven Lightweight CNN for Brain Tumor Classification on Edge Devices”, IOPSCIENCE, https://doi.org/10.1088/2057-1976/ae3760. |
| 3 |
Image enhancement based on stationary wavelet transform, integer wavelet transform and singular value decomposition . KA Neena, A Raj, RC Roy – International Journal of Computer Applications, 2012. doi: 10.5120/9327-3632 |
| 4 |
Measurement and Characterization of Long-Range Stationary and Short Range Mobile Underwater Wireless Acoustic Channels. Ponnu Sadanandan, TP Sameer Babu, KA Neena. 239-242. 2014 Fourth International Conference on Advances in Computing and Communications. IEEE. DOI: 10.1109/ICACC.2014.64 |
| 5 |
Single Image Dehazing – A REVIEW. 2017. Krishna Raj KR, KA Neena, PV Pearlsy. IRJET. p-ISSN: 2395-0072. |
|
Papers in Conferences |
| 1 |
K. A. Neena and M. N. Anil Kumar, “A Light Weight Deep Learning Framework for Brain Tumour Classification from Compressed MRI Images,” 2024 First International Conference on Software, Systems and Information Technology(SSITCON),Tumkur,India,2024,pp.1-6, doi:10.1109/SSITCON62437.2024.10796534.https://ieeexplore.ieee.org/document/10796534 |
| 2 |
N. KA and A. K. M N, “Parametric Wavelet Subband Analysis for Tumor-Specific Feature Localization and Classification in MRI Brain Images,” 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), Ernakulam, India, 2025, pp. 1-6, https://doi.org/10.1109/ACCTHPA65749.2025.11168578 |
| 1 |
NPTEL course on Introduction to Machine Learning July-Sep 2025 |
| 2 |
ATAL FDP on Advanced Artificial Intelligence and Machine Learning Techniques for Medical Imaging Applications at KMEA ENGINEERING COLLEGE from 18/08/2025 to 23/08/2025. |
| 3 |
NPTEL course on Medical Image Analysis. IITK, Jan-Feb 2024 |
| 4 |
AI Trends and Industry Use -cases- Contemporary and Future, Dept. of CA, FISAT |
| 5 |
MATLAB and SDR hands for Communication Engineering Lab, AJCE, Kanjirappilly 27.2.2023-10.3.2023 |
| 6 |
ML & DL applications in Computer Vision, ASIET, Kalady 30.1.2023-3.2.2023 |
| 7 |
Advancement in Image Processing Applications, SCMS, Karukutty 29-08-2022 -02-09-2022 |
| 8 |
Technology Driven Healthcare Systems Jawaharlal Nehru College of Engg. , Palakkad, 18-01-2022 -24-01-2022 |
| 9 |
Recent Advancements in Wireless Communication Technologies, KTU NSS, Palakkad, 13-07-2021-17-07-2021 |
| 10 |
NPTEL course on Teaching and Learning in Engineering IISc, B Feb-Mar 2019 Introduction to HDL and programmable logic FISAT 18.7.2020 |
| 11 |
NPTEL course on Basic Electronics, IIT B Jan-Apr 2018 |
| 12 |
Workshop on Analog Electronics, IIT K,4-14th June 2013 |
| 13 |
Deep Learning Using Medical Data Finland Labs (A Unit of Revert Technology Pvt. Ltd., New Delhi) 04-10-2021-08-10-2021 |
| 14 |
NANOSYSTEMS: LAB TO FAB IEEE-IISc VLSI Chapter July 22, 2023 |
| 15 |
Mission10X, Rajagiri College of Engg.,Kakkanad 20th-24th April 2009 |
-
| 1 |
FDP on ‘Reference Management Tool – Mendeley’ ECE Department, FISAT,Jan 2021 |
| 2 |
FDP On ‘Robotics And IoT’- ECE Department, FISAT, July 2018 |
| 3 |
Co-ordinator – Intercollegiate FDP on NS-2 July 2016 |
| 4 |
Co-ordinator – KTU funded FDP on Robotics and IoT 16th – 20th July 2018 |
| 5 |
Co-ordinated and handled one week workshop on Robotics and IoT for students June 2018 |
| 6 |
Co-ordinated and Conducted Workshop on Python Feb 2019 |
PG projects
UG Projects
- IOT Based Digital Notice Board.
- Voice Assisted Text Reading and Person Identification System.
- Bomb Defusal and Disposing Robot.
- Coconut tree climber
- Face recognition and tracking.
| 1 |
Television Engineering |
| 2 |
Communication Engineering |
| 3 |
Linear Integrated Circuits |
| 4 |
Radiation and Propagation |
| 5 |
Network Theory |
| 6 |
Analog Circuits |
| 7 |
Wireless communication |
| 8 |
Microwave Engineering |
| 9 |
Biomedical Engineering |
| 10 |
Electronic Circuits |
| 11 |
Machine Learning, |
| 12 |
Advanced Communication System |
| 13 |
Image and Video Processing |
| 14 |
Antennas and Microwave |
| 15 |
Introduction to Artificial Intelligence and Data Science |
| 16 |
Electromagnetics Lab |
| 17 |
Analog Circuits Lab |
| 18 |
Linear Integrated Circuits Lab |
| 19 |
Communication Lab |
| 20 |
Scientific Computing Lab |