Department of Electrical, Electronic and Communication Engineering (EECE)

CONTACT INFORMATION

Room: Teachers’ room, 11th Floor, Tower 2, MIST.

Mirpur Cantonment, Dhaka-1216, Bangladesh.

• Personal site

ACADEMIC EXPERIENCE

• B.Sc. in Electrical, Electronic and Communication Engineering (4 Years)

           Military Institute of Science and Technology. Date of Graduation: January 2020

AWARDS/ HONOURS

• MIST Dean’s List of honour – 2019
  • Academic Session 2015-2016
• MIST scholarship – 2019

PROJECTS:

• Smart Wheelchair with Medical Sensors and Voice Controlled Navigation

• Doc Scanner for windows pc.

• RGB Satellite Image segmentation with FasctFCN.

• License plate recognition with YoloV4 and Tesseract.

• Road Sign Recognizer using open-cv.

• Automatic OMR detection Using Image Processing.

• Eight-bit PC with Assembly Language.

• Bangla Character recognition with custom-made CNN.

• Automatic DG placement with the help of Machine learning.

• Software aided helper for physically challenged with Lip and Eye action Detection.

RESEARCH INTERESTS

Domain: Computer Vision, Human-Computer Interaction, Adversarial Machine Learning and Deep Learning.

PUBLICATIONS:

• M. W. Arnob, A. Pooja, and M. S. H. Onim, “A Combined PCA-MLP Network for Early Breast Cancer Detection,” Proceedings of 2022 IEEE 2ND Asian Conference on Innovation in Technology (ASIANCON2022), Pune, India, August 2022.

• T. B. Ovi, S. S. Naba, D. Chanda and M. S. H. Onim, "A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification", Proceedings of IEEE Region 10 Symposium (TENSYMP2022), Mumbai, India, June 2022

• M. S. H. Onim, H. Nyeem, K. Roy, M. Hasan, A. Ishmam, M. A. H. Akif and T. B. Ovi, "Blpnet: A New Dnn Model and Bengali Ocr Engine for Automatic License Plate Recognition", SSRN Electronic Journal, January 2022

• A. Ishmam, M. Hasan, M. S. H. Onim, K. Roy, M. A. H. Akif and H. Nyeem, "Modelling Lips-State Detection Using CNN for Non-Verbal Communications", Proceedings of IEEE International Conference on Fourth Industrial Revolution and Beyond 2021 - IC4IR 2021, December 2021, Dhaka, Bangladesh.

• S. M. Hossain, M. S. H. Onim, S. Biswas and A. H. Chowdhury, "Application of Machine Learning for Optimal Placement of Distributed Generation," 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), Dhaka, Bangladesh, 2021, pp. 231-234.

• M. S. H. Onim, M. I. Akash, M. Haque and R. I. Hafiz, "Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh," 2020 11th International Conference on Electrical and Computer Engineering (ICECE), Dhaka, Bangladesh, 2020, pp. 121-124.

• M. S. H. Onim, A. R. B. Ehtesham, A. Anbar, A. K. M. Nazrul Islam and A. K. M. Mahbubur Rahman, "LULC classification by semantic segmentation of satellite images using FastFCN," 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), Dhaka, Bangladesh, 2020, pp. 471-475.

Workshop:

• Participated in the Workshop on Microcontroller & Embedded System organized by MIST, 28 Oct – 02 Nov 2018.
• Participated in the ROBOLUTION 2018 arranged by MIST Robotics Club in November 2018.

 SUBJECTS TAUGHT

Short Course Taken:

• Introduction to fundamentals of Python (Duration: 4 weeks)

PROFESSIONAL EXPERIENCE

• Faculty Member, Department of EECE, Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.
  Duration: January 2020 – Present.
• Mentor of Visual Information Processing (VIP) Research Group, Department of EECE, Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.
  Duration: January 2021 – Present.
• Graduate Student Member, Institute of Electrical and Electronics Engineers (IEEE).
  Duration: January 2021 – Present.