Pabna University of Science and Technology

Faculty Profile

Dr. Md. Imran Hossain

Ph.D (USTC,China), M.Sc and B.Sc. (IU) in Information and Communication Engineering (ICE)

Associate Professor

Department of Information and Communication Engineering

Pabna University of Science and Technology

Pabna, Bangladesh

Contact Information

+8801759320341 (Personal)

2267 (PABX)

imran05ice@pust.ac.bd (Office)

imran05ice@gmail.com (Personal)

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Total Publications: 18

Total Publications (18)

18

Biography (1)

  • Dr. Md. Imran Hossain was born in Satkhira on 09 November 1987 in Bangladesh. He received his Ph.D. degree in Information and Communication Engineering from the University of Science and Technology of China, in 2022 and B.Sc. and M.Sc. in Information and Communication Engineering from Islamic University, Kushtia, Bangladesh in 2009 and 2010 respectively. He is working as an associate professor in the Department of Information and Communication Engineering, Pabna University of Science and Technology, Bangladesh. He also served as Lecturer and Assistant Professor in the same department of the same university. Previously, he worked as a Lecturer in the Department of Computer Science and Engineering, University of Information Technology and Sciences, Dhaka, Bangladesh. His teaching and research interests include in the areas such as AI and Deep Learning, Digital Speech, Biomedical Signal and Image Processing. He has more than fifteen international journal publications. Dr. Hossain got Chinese government Scholarship (CSC fellow-2018) for his Ph.D. He also served as Additional director, Institutional Quality Assurance Cell of PUST, and Member, Teacher-Officer Club, PUST.

Education (5)

  • Ph.D. in Information and Communication Engineering in 2022 from University of Science and Technology of China (USTC), Hefei-230027, Anhui, China.
  • Master of Science (M.Sc.), 2010, in Information and Communication Engineering (ICE), Islamic University (IU), Kushtia-7003, Bangladesh.
  • Bachelor of Science (B.Sc.), 2009, in Information and Communication Engineering (ICE), Islamic University (IU), Kushtia-7003, Bangladesh.
  • Higher Secondary School (HSC) Examination, 2005, from Govt. Satkhira College, Satkhira, Bangladesh.
  • Secondary School Certificate (SSC) Examination, 2003, from Kadakati Arar Secondary School, Satkhira, Bangladesh.

Teaching Experience (4)

  • Associate Professor in Information and Communication Engineering (ICE) department from 08.02.2023 to till now at Pabna University of Science and Technology (PUST), Rajapur-6600, Pabna, Bangladesh.
  • Assistant Professor in Information and Communication Engineering (ICE) department from 12.11.2014 to 07.02.2023 at Pabna University of Science and Technology (PUST), Rajapur-6600, Pabna, Bangladesh.
  • Lecturer in Information and Communication Engineering (ICE) department from 12.11.2012 to 11.11.2014 at Pabna University of Science and Technology (PUST), Rajapur-6600, Pabna, Bangladesh.
  • Lecturer in Computer Science and Engineering department (CSE) from 02-02-2012 to 01-10-12 at University of Information Technology & Sciences (UITS), Baridhara, Dhaka-1212, Bangladesh.

Administrative or Other Experience (4)

  • Ph.D. Fellow, (01.09.2018 To 01.07.2022), Institute of Statistical Signal Processing, School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei-230027, Anhui, China.
  • Additional Director, (15-10-2015 to 03-09-2018), Institutional Quality Assurance Cell (IQAC), Pabna University of Science and Technology (PUST), Pabna-6600, Bangladesh.
  • Executive Member, (2016-2018), Teacher-Officer Club at Pabna University of Science and Technology (PUST), Pabna-6600, Bangladesh.
  • Secretary, (2008-2010), “Student Association of Information and Communication Engineering (SAICE)”, Islamic University, Kushtia-7003, Bangladesh.

Research Interests (3)

  • Speech Processing
  • Computer Vision and Image Processing
  • Deep Learning

Active Research Project (4)

  • Speech Separation
  • Speech Enhancement
  • Object Classification
  • Image Captioning

Journal Articles (18)

  • [18] Md. Bipul Hossen, Zhongfu Ye, Amr Abdussalam, Md. Imran Hossain, “GVA: guided visual attention approach for automatic image caption generation,” Multimedia Systems 30(1), January 2024, DOI: 10.1007/s00530-023-01249-w (Springer, SCI, IF: 3.91)
  • [17] Md Imran Hossain, Md Abdur Rahimand Md Najmul Hossain, “Single-channel Speech Separation Based on Double-density Dual-tree CWT and SNMF,” Annals of Emerging Technologies in Computing (AETiC), Vol. 8, No. 1, 2024, http://aetic.theiaer.org/archive/v8/v8n1/p1.html
  • [16] Md. Najmul Hossain, Al Amin Islam, Md. Abdur Rahim, Md. Imran Hossain, and Arifour Rahman, “Design and Performance Analysis of Defected Ground Slotted Patch Antenna for Sub-6 GHz 5G Applications,” Journal of Engineering Advancements, Vol. 04(04) 2023, pp 130-140, https://doi.org/10.38032/jea.2023.04.004.
  • [15] Ye ZhongFu, M. I. Hossain, 一种在双变换域上的单通道语音分离方法 (A single-channel speech separation method on a double transformation domain), China National University of Science and Technology of China, Intellectual Property Office, Patent no. ZL 2020 1 04922043.1, Certificate no. 5489111, 2022.
  • [14] M. I. Hossain, T. H. A. Mahmud, M. S. Islam, M. B. Hossen, R. Khan and Z. Ye, “Dual transform based joint learning single channel speech separation using generative joint dictionary learning,” Multimedia tools and applications, 2022. https://doi.org/10.1007/s11042-022-12816-0, IF: 2.757
  • [13] R. khan, M. S. Islam, K. Kanwal, M. Iqbal, M. I. Hossain and Z. Ye, “Attention-Based Sequence-to-Sequence Framework for Auto Image Caption Generation,” Journal of Intelligent & Fuzzy Systems, Vol. Pre-press, no. Pre-press, pp. 1-12, 2022.
  • [12] M. I. Hossain, M. S. Islam, M. T. Khatun, R. Ullah, and A. Masood and Z. Ye, “Dual Transform Source Separation Using Sparse Non-Negative Matrix Factorization,” Circuits, Systems, and Signal Processing,” 40, 1868–1891, 2021, IF: 2.225.
  • [11] M. S. Islam, N. Naqvi, A. T. Abbasi, M. I. Hossain, R. Ullah, R. Khan, M. Sh. Islam and Z. Ye, “Robust Dual Domain Twofold Encrypted Image-in-Audio Watermarking Based on SVD,” Circuits, Systems, and Signal Processing, 2021, IF: 2.225.
  • [10] M. S. Islam, Y. Zhu, M. I. Hossain, R. Ullah, Z. Ye, “Supervised single channel dual domains speech enhancement using sparse non-negative matrix factorization,” Digital Signal Processing, 100, 2020 102697, IF: 3.381.
  • [9] R. Ullah, M. S. Islam, M. I. Hossain, F.E. Wahab, Z. Ye, “Single channel speech dereverberation and separation using RPCA and SNMF,” Applied Acoustics, 167, 107406, 2020, IF: 2.639.
  • [8] M. M. Ahmed, A. F. M. Z. Abadin, M. A. Hossain and M. I. Hossain, “Implementation of Back Propagation Neural Network with PCA for Face Recognition,” Global Journal of Computer Science and Technology: G Interdisciplinary, Vol. 19 Iss. 3, Version 1.0 Year 2019.
  • [7] M. S. Raja, M. I. Hossain, M. K. H. Jewel, M. S. Ali, “PAPR Reduction of OFDM Signal Using Sequential Phase Sequence SLM Based Transceiver without Side Information”, International Journal of Wireless and Microwave Technologies (IJWMT), Vol. 5, No. 1, March 2015. Available: http://www.mecs-press.org/ijwmt.
  • [6] M. M. Ahmed, and M. I. Hossain, “Brain Tumour Segmentation using Level Set Method and Affected Area Calculation,” Engineering International, Vol.3, No. 2, 2015.
  • [5] M. I. Hossain, M. K. Noman, M. M. Islam, M. Mursalin, “Specific face detection from large number of stored faces” International Journal of Scientific and Engineering Research, Vol. 4, Iss. 5, May 2013.
  • [4] M. M. Islam, M. I. Hossain and M. K. Noman, “Bangla Character Recognition System is Developed by using Automatic Feature Extraction and XOR Operation,” Global Journal of Computer Science and Technology Graphics& Vision, Vol. 13 Iss. 2, Version 1.0, Year 2013.
  • [3] M. I. Hossain, M. K. Noman, M. M. Islam and M. R. Islam, “Performance Analysis of CDMA System using Direct Sequence Spread Spectrum and Frequency Hopping Spread Spectrum Techniques”, Global Journal of Computer Science and Technology: E Network, Web & Security, Vol. 13 Iss. 6, Year 2013.
  • [2] M. I. Hossain, M. M. Rahman, T. K. Godder, M. T. Khatun, “Improving Energy Efficient Clustering Method for Wireless Sensor Network”, I.J. Information Technology and Computer Science (IJITCS), Vol. 5, No. 9, August 2013. Available: http://www.mecs-press.org/ijitcs.
  • [1] M. I. Hossain, M. M. Rahman, and T. K. Godder, “An Automatic Road Sign Recognizer for an Intelligent Transport System”, International Journal of Advanced Research in Computer Science, Vol. 3, No. 5, Sept-Oct2012.

Conducted Courses (16)

  • Biomedical Signal Processing
  • Neural Networks
  • Neural Networks Sessional
  • Digital Signal Processing
  • Sessional Based on Digital Signal Processing
  • Digital Communication
  • Sessional Based on Digital Communication
  • Design and Analysis of Signals and Systems using MATLAB
  • Sessional Based on Design and Analysis of Signals and Systems using MATLAB
  • Information Theory and Coding
  • Information Theory and Coding Sessional
  • Data Structure and Algorithm
  • Data Structure and Algorithm Sessional
  • Elementary Statistics and probability
  • Computer Programming
  • Computer Programming Sessional

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