Dr.Vinodkumar Jacob

Designation : Dean of Professional Practice
Qualification : M.Tech, Ph.D
Specialization
UG :B.Tech in Electronics & Communication
PG : M.Tech in Biomedical Engineering
P.h.D : Signal Processing
Publications
International Journals :

  1. V. Kurian, V. Jacob, and J. Kuruvilla, “Modified VGG 16 Network for Remote Sensing Image Classification on EuroSat Dataset,” Journal of Information Science and Engineering, Sep. 2025.
  2. B. Nancharaiah, K. Soni, V. K. Jacob, K. J. P. Venkatesan, and N. Sathish Kumar, “High- Sensitivity pH Detection Using TiN/Ga₂O₃ Based EGFET Technology,” IEEE Sensors Journal, vol. –, no. –, pp. –, Aug. 2025. doi: 10.1109/JSEN.2025.3573804.
  3. G. Krithiga, L. Shakkeera, V. Jacob, A. Venaik, A. Asha, and B. Dhiyanesh, “Real-Time Freezing of Gait Prediction in Parkinson’s Disease Using Multimodal Sensor Fusion and IoT-Enabled Deep-Learning,” RUNDSCHAU–Germany, Apr. 2025. [Online]. Available:
    https://doi.org/10.59879/5n5cQ
  4. T. Pandiselvi, G. M. Karthik, V. Jacob, and B. Nancharaiah, “An Intelligent Framework for Attack Detection in the Internet of Things Using Coati Optimization,” Wireless Networks, Springer Nature, Nov. 2024. [Online]. Available: https://doi.org/10.1007/s11276-024-03857-4
  5. A. Vinaik, A. Asha, B. Dhiyanesh, G. Kiruthiga, L. Shakkeera, and V. Jacob, “Early Brain Stroke Detection Based on Optimized Cuckoo Search Using LSTM-Gated Multi-Perceptron Neural Network,” in Book Chapter, Wiley Online Library, Oct. 2024, ch. 12. [Online]. Available: https://doi.org/10.52783/jes.2516;https://doi.org/10.1002/9781394272587.ch12
  6. G. Kiruthiga, L. Shakkeera, V. Jacob, A. Venaik, A. Asha, and B. Dhiyanesh, “Enhanced Detection of Chronic Heart Disease: A Novel Approach With Extreme Gradient Boosting-Logistic Regression Algorithm,” Journal of Electrical Systems, vol. 20, no. 5S, 2024.[Online]. Available: https://doi.org/10.52783/jes.2516
  7. A. Asha, B. Dhiyanesh, G. Kiruthiga, L. Shakkeera, V. Jacob, and A. Venaik, “Efficient Coronary Heart Disease Prediction: Enhanced Neural Network with Chaos Salp Decision and Feature Optimization,” International Journal of Intelligent Systems and Applications in Engineering, Elsevier, Mar. 2024. [Online]. Available: https://ijisae.org/index.php/IJISAE/article/view/5156
  8. V. Jacob, G. V. R. Sagar, K. Goura, and P. S. S. Pedalanka, “Brain Tumor Classification Based on Deep CNN and Modified Butterfly Optimization Algorithm,” Taylor & Francis, vol. 2, May 2023. [Online]. Available: https://doi.org/10.1080/21681163.2023.2219754
  9. S. S. Saluakhe, V. Jacob, A. Tandon, S. Jeevitha, R. K. Arora, and S. Laddha, “Portable Healthcare Computing and Clinical Decision Support System Enabled by Artificial Intelligence,” International Journal of Engineering Systems Modelling and Simulation, vol.
    13, no. 3, pp. 228–233, 2022. [Online]. Available: https://doi.org/10.1504/IJESMS.2022.123955
  10. V. Jacob, “Models for Prediction of Measurement Errors Using Regression Analysis and Artificial Neural Networks,” Turkish Journal of Computer and Mathematics Education, vol. 12, no. 9, pp. 1585–1591, Apr. 2021. [Online]. Available: https://turcomat.org/index.php/turkbilmat/article/view/3551
  11. L. R. A. S., T. Mohan, and V. Jacob, “Automatic Fish Feeder System for Aquaponics Using Wi-Fi Based WSN,” International Journal of Recent Technology and Engineering (IJRTE),
    vol. 8, no. 6, Mar. 2020. doi: 10.35940/ijrte.B3685.038620.
  12. A. K., V. Gopan, and V. Jacob, “FPGA Based Secured SDR,” International Journal of Technical Research and Applications, vol. 5, no. 4, pp. 7–10, Jul.–Aug. 2017. [Online]. Available: https://www.ijtra.com
  13. A. D. and V. Jacob, “WSN Method of Pollution Monitoring System,” International Journal of Computer Science and Information Technologies (IJCSIT), vol. 7, no. 1, pp. 353–359, 2016.
  14. K. S. Gayani, V. Jacob, and K. N. Nair, “Automation of ECG, Heart Beat Detection Using Morphological Filtering and Daubechies Wavelet Transform,” IOSR Journal of Engineering (IOSRJEN), vol. 4, no. 12, pp. 53–58, Dec. 2014. [Online]. Available:
    http://dx.doi.org/10.9790/3021-041215358
  15. V. Jacob, M. Bhasi, and R. Gopikakumari, “Impact of Human Factors on Measurement Errors,” in Advanced Instrument Engineering: Measurement, Calibration, and Design, IGI
    Global, 2013, pp. 274–291. [Online]. Available: http://dx.doi.org/10.4018/ijmtie.2011100103
  16. V. Jacob, M. Bhasi, and R. Gopikakumari, “Uncertainties and Errors in Type Approval and Verification,” Mediterranean Journal of Measurement and Control, vol. 9, no. 2, pp. 58–66,
    Feb. 2013.
  17. V. Jacob, M. Bhasi, and R. Gopikakumari, “Characterisation of Measurement Error and Uncertainty in Working Standards,” International Journal of Advanced Research in Engineering and Technology (IJARET), vol. 4, no. 5, pp. 106–125, Jul.–Aug. 2013. [Online]. Available: https://sdbindex.com/Document/
  18. V. Jacob, M. Bhasi, and R. Gopikakumari, “Effect of Work Related Variables on Human Errors in Measurement,” Journal of Electrical and Electronics Engineering Research, vol. 4, no. 1, pp. 1–11, Aug. 2012. doi: 10.5897/JEEER11.076
  19. V. Jacob, M. Bhasi, and R. Gopikakumari, “Impact of Person Related Variables on Human Errors in Measurement,” IEEE Canadian Journal on Electrical and Electronics Engineering, Jan. 2012.
  20. V. Jacob, M. Bhasi, and R. Gopikakumari, “Impact of Human Factors on Measurement Errors,” International Journal of Measurement and Instrumentation Engineering, Italy, Dec [Online]. Available: https://doi.org/10.4018/ijmtie.2011100103

International/National Conference

  1. K. R. Jyothisree and V. Jacob, “A transformer based hybrid framework for breast tumor segmentation using CAS-UNET and VIT,” in Proc. Int. Conf. Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA-2025), IEEE Xplore, Sep. 2025. doi: 10.1109/ACCTHPA65749.2025.11168587.
  2. Mariya Stephen and V.Jacob,“A 3D deep learning framework for brain tumor classification followed by region-aware segmentation using UNetR,” in Proc. Int. Conf. Advanced Computing and Communication Technologies for High
    Performance Applications (ACCTHPA-2025), IEEE Xplore, Sep. 2025. doi: 10.1109/ACCTHPA65749.2025.11168548.
  3. A. S. Panackal, A. M. N. Anilkumar, V. Jacob, and V. Vinayan, “Efficient implementation of chaotic generator on FPGA using ANN,” in Proc. 4th Int. Conf. Advances in Computing, Communication, Embedded & Secure Systems (ACCESS-2025), IEEE Xplore, Aug. 2025. doi: 10.1109/ACCESS65134.2025.11135866.
  4. V. Kurian, V. Jacob, and J. Kuruvilla, “Approach of transfer learning in remote sensing image classification,” in Proc. 2024 IEEE Int. Conf. Trends in Engineering, Science and Technology (ICTEST-2024), IEEE Xplore, 2024.[Online]. Available: https://doi.org/10.1109/ICTEST60614.2024.10576178
  5. V. Jacob and V. Kurian, “Importance of CNN in the classification of remote sensing images,” in Proc. Int. Conf. Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA-2023), IEEE
    Xplore, 2023. [Online]. Available: https://doi.org/10.1109/ACCTHPA57160.2023.10083375
  6. P. M. Drusya and V. Jacob, “Area efficient fused floating point three term adder,” in Proc. IEEE Int. Conf. Electrical, Electronics, and Optimization Techniques (ICEEOT 2016), IEEE Xplore, 2016, pp. 1621–1625. doi: 10.1109/ICEEOT.2016.7754958.
  7. D. K. Shaji and V. Jacob, “Efficient random number generator using novel modulo 2n–2k–1 adder for RNS,” in Proc. IEEE Int. Conf. Electrical, Electronics, and Optimization Techniques (ICEEOT 2016), IEEE Xplore, 2016, pp. 1659–1663. doi: 10.1109/ICEEOT.2016.7754967.

Patents

  1. Australian Patent number: 2021102490 Title of invention: DETECTION AND ELIMINATION OF LOGIC BUGS IN IOT DEVICE PLATFORMS AND NETWORKS Term of Patent : Eight Years from 12 th May 2021.
  2. Indian Patent : The Patent Office Journal No. 08/2022 Dated
    25/02/2022 Title of the invention : LOW LATENCY COMMUNICATION TECHNIQUE FOR POINT OF CARE MEDICAL EQUIPMENTS Date of Publication : 25 th February 2022

Participations

  • Participated in 12 Plenary Lectures/Invited talks in National Level

Workshops/Seminars Attended

  • About 22 workshops / Seminars attended

As Resource Person

  1. Kerala Technological Congress, APJKTU
  2. National Institute of Technical Teachers Training & Research
  3. All India Federation of University & College Teacher’s Organizations
  4. ACM Cochin chapter & M.A College of Engineering

Events Organized

  1. General Convenor of “International Conference on Emerging Technology for Intelligent Systems “organized by APJ Abdul Kalam Technological University in collaboration with IEEE from February 7 to 9 ,2025.
  2. General Convenor of “National Level Technical Festival“ organized by APJ Abdul Kalam Technological University at Ahalia Campus,Kanjikodu,Palakkadu from February 16 to 18 ,2024.

Membership

  1. IEEE,ISTE,Institution of Engineers

Research Interest

  • Biomedical Signal Processing, Image Processing, Deep Learning

R& D Projects
1. Modernization & Removal Obsolesce in Signal Processing Laboratory : Total Cost worth of 10.75 Lakhs

Achievements

  1. Member of Syndicate : APJ Abdul Kalam Technological University from 26th February 2021 26to 2 5t February 2025.
  2. Member of Board of Governors : APJ Abdul Kalam Technological University from 2018 to 2020 from 26th February 2021 26to 2 5t February 2025
  3. Academic Council member of APJKTU for two years
  4. PG Board of Studies Chairman : APJ KTU for 2 years
  5. BOS Chairman of Calicut University
  6. BOS Member Kannur University
  7. Technical Consultant:
  • i. Transight Systems Private Ltd.,Kerala Technology Innovation
  • Zone,Kinfra Hi-Tech Park,Kalamassery,Cochin since 2015
  • ii. Bonvoice Solutions Private Ltd.,Heavenly
  • Plazza,Edappally,Ernakulam,Kochi,Kerala since 2020
  • iii. Pazhookudy Associates Pvt.Ltd,Kothamangalam

Contact Details
Mobile :9846121223
Email: vinodkumar.j@saintgits.org
Linledin :dr.vinodkumarjacob@gmail.com