DR.ANOOP.V
Professor
Areas of Specialization
| Signal and Image Processing |
| Artificial Intelligence and Machine Learning |
Areas of Interest
| Signal, Image and Speech Processing |
| Deep Learning |
| Cryptography and Network Security |
- NIVYA WILSON
- SIVAKUMAR K. S.
- RENJU FRANCIS
- ROY JOSEPH
- JASMIN JOSE
- Dr. ADARSH N. GOKUL
- PRIYA JOSE
- SUGANTHI T.
- VIJI E. P.
- RICH K. J.
- TONY C. J.
- NIDHIN JOHNSON
- BIBIN JOY
- LT COL JACOB ED (RETD)
- V S SUBRAMANIAN
- O P KURIAKOSE
- SIJO C. G.
- Dr. V. M. XAVIOUR
- Dr. JENSON P. O.
- Dr. DENNYMOL P. V.
- Dr. SANDHYA E.
- TINTU DEVASSY
- VIDYA V. MENON
- ANTONY JOSEPH
- SHAWN PADIKKALA
- Mr. Shaiju Paul
- Dr. SWAPNA B.SASI
- Mr. Thomas George K
- Ms. Aswathy Wilson
- Dr. SHINY M.I
- ANEESH CHANDRAN
- ANEESH P B
- Ms. Sobha Xavier P
- SUDHEESH.C.N
- Ms. Ninu Francis
- Ms. Sajitha I
- Ms. Lufiya George C
- Dr. Saju P John
- Dr. Vijayakumar R
- DIVYA C R
- Ms. Jyothsna G K
- Ms. Sonia A Joseph
- Ms. Neeraja James
- Ms. Neethu Joseph C
- SUDHEESH K
- Ms. Sona Shaju K
- Mr. Saju Jose Chitilapilly
- Ms. Anumol C. S
- Dr. Valanto Alappat
- Mr. Arun K
- Mr. Vysagh M
- Treesa C. A
- Ms. Neethu T. V
- Dr. Shyjith M. B
- Ms. Blesmi Rose Joseph
- Dr. Geethu Mary George
- Ms. Reedhu Saji
- PRAVEEN RAJ
- MANOJ KUMAR V K
- CHRISTY V VAZHAPPILLY
- SUKESH O P
- NIKHIL N.S
- SUNEETH SUKUMARAN
- Dr. BIJU C V
- NICE MENACHERY
- HAREESH. N V
- MELVINRAJ C R
- K T VELAYUDHAN
- SHAJU C A
- GURUVAYURAPPAN V
- DAVIS C.C
- JAISON M J
- JOPHY P J
- Dr CIJIL B JOHN
- PARAMESWARAN K
- ANTO ZACHARIAS
- Dr. LAWRANCE C.A.
- Dr. DEEPANRAJ B
- Dr. Biju P. L
- DR. S KRISHNANUNNI
- SATHYA DEV D
- THOMAS JOSEPH
- Mr. Jomin George
Educational Summary
| Course | University | Year |
|---|---|---|
| PhD-Signal Processing | Visvesvaraya Technological University-Karnataka. | 2017 |
| M Tech-Communication Systems | Anna University- Chennai | 2008 |
| B Tech-Electronics and Communication Engineering | Cochin University of Science and Technology-Kerala | 2005 |
| PG Diploma in Artificial Intelligence and Machine Learning | EC &I CT Academy-NIT Warangal | 2023 |
Experience
| From Date | To Date | Institution Name | Designation |
|---|---|---|---|
| 2020-11-01 | 0000-00-00 | Jyothi Engineering College-Thrissur | Professor |
| 2018-06-27 | 2020-11-01 | Jyothi Engineering College-Thrissur | Associate Professor |
| 2017-07-27 | 2018-06-25 | Al-Ameen Engineering College-Shornur-2 | Associate Professor and HOD |
| 2011-06-15 | 2017-07-27 | Al-Ameen Engineering College-Shornur-2 | Associate Professor |
| 2005-07-13 | 2010-11-08 | Al-Ameen Engineering College-Shornur-2 | Assistant Professor |
Achievements
| Achievement | Year |
|---|---|
| Member-Board of Studies (Electronics and Communication Engineering) -APJ Abdul Kalam Technological university-Kerala | 2021 |
| Approved Ph.D. Supervisor of APJ Abdul Kalam Technological University- Kerala | 2020 |
| Associate Member, Institution of Engineers-India | 2015 |
Papers Published
| 1. Sadananda Lingayya, Anoop Vylala, Dynamic task offloading for resource allocation and privacy-preserving framework in Kub edge-based edge computing using machine learning-Cluster Computing-Springer (SCIE)-March 2024. https://doi.org/10.1007/s10586-024-04420-8(0123456789 (Impact Factor 3.6) |
| 2. Jayesh George Melekoodappattu, Anoop Vylala , Brain cancer classification based on multistage ensemble generative adversarial network and convolutional neural network- Cell Biochemistry and Function-Wiley (SCIE) -October 2023. DOI: 10.1002/cbf.3870 (Impact Factor 3.6 |
| 3. Anoop V · Bipin PR · Anoop BK Automated biomedical image classification using multi‑scale dense dilated semi‑supervised u‑net with CNN architecture- Multimedia Tools and Applications-Springer (SCIE). August 2023, https://doi.org/10.1007/s11042-023-16659-1 (Impact Factor 2.9) |
| 4. V Anoop, PR Bipin, Exploitation whale optimization based optimal offloading approach and topology optimization in a mobile ad hoc cloud environment. Journal of Ambient Intelligence and Humanized Computing – Springer, (SCIE) February 2021, https://doi.org/10.1007/s12652-021-02945-z (Impact Factor- 3.662) |
| 5. Jayesh George Melekoodappattu, Anoop Balakrishnan Kadan, V Anoop, Early detection of breast malignancy using wavelet features and optimized classifier- Int J Imaging Syst. Technol. 2021;1–13. Wiley(SCIE). December 2020 (Impact Factor- 2.88) |
| 6. V Anoop, PR Bipin, Super-Resolution Based Automatic Diagnosis of Retinal Disease for Clinical Applications, Neural Processing Letters,1-16- Springer (SCIE), 2020. https://doi.org/10.1007/s11063-020-10292-x (Impact Factor- 2.891) |
| 7. V Sunderaraj, V Anoop. et.al, CCGPA‐MPPT: Cauchy preferential crossover‐based global pollination algorithm for MPPT in photovoltaic system, Progress in Photovoltaics: Research and Applications -Wily (SCIE) 2020. https://doi.org/10.1002/pip.3315 (Impact Factor- 7.62) |
| 8. Irine c Jose, Anoop. V, Speech Enhancement using LQE and Optimization Techniques, IEEE Xplore (Scopus), 2020. DOI: 10.1109/ICCSP48568.2020.9182288. |
| 9. Anoop Vylala, B Plakkottu Radhakrishnan, Spectral feature and optimization-based actor-critic neural network for arrhythmia classification using ECG signal, Journal of Experimental & Theoretical Artificial Intelligence-Taylor & Francis, (SCIE) 2019, ISSN:0952-813X(Print)1362-3079(Online), https://doi.org/10.1080/0952813X.2019.1652355 (Impact Factor- 2.111) |
| 10. F Joseph, V Anoop, Detection of Waves in ECG for Arrhythmia Classification, IEEE Xplore, (Scopus) 2019, DOI: 10.1109/ICOEI.2019.8862653. |
| 11. V Anoop, P.V Rao, Speech Signal Enhancement using GS Optimization, International Journal of Scientific Engineering & Technology Research, 2017, https://doi.org/10.1070/0742613X.2017.010225 (Impact Factor- 1.04) |
| 12. V Anoop, P.V Rao, Noise Destruction and Improvement of Speech Signal Quality using Group Search Optimization (GSO) algorithm, Lecture notes in network and systems – Springer, 2017. (Impact Factor- 0.863) |
| 13. V Anoop, P.V Rao, Speech Enhancement Using Hybrid Optimization Technique. Elsevier- Procedia Technology. 5, 5–11. 2016, DOI: 10.1016/j.protcy.2016.08.074 |
| 14. V Anoop, P.V Rao, Adaptive Noise Cancellation in Speech Signals Using Optimization Algorithms, IEEE Xplore, 2016. (Scopus) DOI:10.1109/ICCSP.2016.7754274. |
| 15. V Anoop, P.V Rao, An Efficient Modified Cuckoo Search based Noise Destruction and Improvement of Speech Signal Quality. eISSN: 2319-1163 ,International Journal of Research in Engineering and Technology, 2016. (Impact Factor- 0.172) |
| 16. V Anoop, P.V Rao, M. Nidhin, Performance Analysis of Speech Enhancement Methods Using Adaptive Algorithms and Optimization Techniques pages. IEEE Xplore-2015. DOI: 10.1109/ICCSP.2015.7322720. |
| 17. V Anoop, P.V Rao. Speech Signal Quality Improvement Using Cuckoo Search Algorithm. International Journal of Engineering Innovation & Research. Volume2, Issue6, ISSN: 2277–5668. 2015 |
| 18. Security framework for Internet of Things (IoT)-A systematic Review Anoop Balakrishnan, Anoop Vylala, Lap Lambert Publications,2019.-Book Chapter. |
Conferences / Workshop / FDPs Attended
| 1.Two-week online workshop on Deep learning from 11 – 22 March 2024 organized by SIAS Research Forum |
| 2. National level faculty development program on Outcome based Education and Essential AI tools for teachers.10-16 January 2024, organized by St. Thomas College Pali and Kerala State Higher Education Council. |
| 3. National level faculty development program on Research methodology Using Chat GPT and AI tools-21-29 September 2023 organized by Marian college Kuttikkanam and Kerala State Higher Education Council. |
| 4. AICTE Recognized Faculty Development program on OBE and NBA Accreditation, 07-11 August 2023, Conducted by NITTR -Chandigarh. |
| 5. Machine learning and its applications using Python from 8-27 August 2022 organized by Edux labs Pvt.Ltd. |
| 6. Designing and Modelling of AI, IoT and ML Systems, 01-05 August 2022-AICTE-ATAL Faculty development Program. |
| 7. The Art of Doing Research, 12-22 July 2021, Organized by Jyothi Engineering College, Christ University and Pelita Bangsa University |
| 8. TEQUIP Sponsored FDP on 5G Technologies and IoT, 15-19 March 2021-Government Engineering College-Palakkad. |
| 9. AICTE Recognized Faculty Development Program on programming using MATLAB, 08-12 June 2020 organized by NITTR-Chandigarh. |
| 10. AICTE Recognized Faculty Development Program on Neural Networks,20-24 April 2020, organized by NITTR-Chandigarh. |
Projects Guided
| Projects Name | Details | Year |
|---|---|---|
| 5. A Deep Learning Framework for automatic contouring of Organs at Risk (OAR) in Computed Tomography images for radiation treatment planning | Ph.D. work - Ms. Fousiya K K (Ongoing) | 2024 |
| 3. Early Prediction and Risk Analysis using Hybrid Deep Learning Techniques in Multimodal Biomedical Image | Ph.D. work - Ms. Divya R Pillai (Ongoing) | 2023 |
| 4. A Deep Learning Framework for Lung Cancer Detection and Disease Progress Prediction | Ph.D. work - Ms. Anjali Ananthan (Ongoing) | 2023 |
| 2. A Deep Learning System Model for Detecting Neurodegenerative Diseases from Retinal Optical Coherence Tomography | Ph.D. work - Ms. Asmabi V (Ongoing) | 2022 |
| 1. Automated screening of ROP based on ICROP3 classification protocol using hybrid deep neural networks | Ph.D. work - Ms. Remya Bharathy K (Ongoing) | 2021 |