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    Email:

    mohid@cse.ku.ac.bd


    Contact:

    +880-1727-043774

    Address:

    Computer Science and Engineering Discipline Khulna University Khulna-9208, Bangladesh

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S. M. Mohidul Islam
Associate Professor

Community ICT Researcher

    • PhD Candidate, CSE Discipline, Khulna University, Bangladesh, Session: 2021-2022
    • M.Sc. Engg. (CSE), Khulna University, Bangladesh, Result: CGPA 3.96 (out of 4.0) with Distinction, Passing Year: 2016
    • B.Sc. Engg. (CSE), Khulna University, Bangladesh, Result: CGPA 3.78 (out of 4.0) with Distinction, Passing Year: 2006
    • Higher Secondary School Certificate (HSC), Group: Science, Result: First Division, Passing Year: 2001
    • Secondary School Certificate (SSC), Group: Science, Result: Star Marks, Passing Year: 1999

    • My research interests are Data Science, Machine Learning, and Smart Technology for 'Healthiness' of human. 'Healthiness means not only to stay far from Disease and Sorrows but also Poverty, Discrimination, Climate change, and many other things are involved with it' (Ana Mari Cauce, University of Washington). In short, I call it Community ICT.                  

    Current Research Project/Collaboration

    SL Title Research Role Awarded Date Completion Date Funding Agency
    1 Interactive Genetic Algorithm and Neural Network based Approach of Indexing and Retrieval in Image Database of Multi-Visual Features Principal Investigator 2016 2017 National
    2 Global and Local Features Based Quality Inspection and Maturity Detection of Mango using Machine Learning Methods Co-Principal Investigator 2018 2019 National
    3 Exploratory Data Analysis and Machine Learning Based Predictive Data Analytics for Pollution in Smart Environment Principal Investigator 2022 2024 National

    • Associate Professor : Feb 2019-Present
    • Assistant Professor : May 2011-Feb 2019
    • Lecturer : Sep 2008-May 2011
    • Software Developer (Dohatec New Media) : Feb 2008- Sep 2008
    • Part -Time Teacher (KU) : Feb 2007- Feb 2008

    coming soon...

    Supervision

    SL Title Degree Role Start Date End Date
    1 A New Digital Video Watermarking Technique based on 3-Level DWT Bachelor Supervisor January, 2011 December, 2011
    2 A Digital Video Watermarking Technique based on Identical Frame Extraction in 3-Level DWT Bachelor Supervisor January, 2012 December, 2012
    3 Color Feature Based Video Content Extraction and Its Application for Poster Generation with Relevance Feedback Bachelor Supervisor January, 2013 December, 2013
    4 AES and Secured Hash Funnction based Steganography in the Blue Channel of Image Bachelor Supervisor January, 2015 December, 2015
    5 Temporal Information Extraction using Long Short Term Memory Recurrent Neural Network Bachelor Supervisor January, 2017 June, 2017
    6 Paddy Leaf Disease Recognition using Machine Learning Algorithms Bachelor Supervisor January, 2017 December, 2017
    7 Soil Classification using Machine Learning Methods and Crop Suggestion Based on Soil Series Bachelor Supervisor January, 2018 December, 2018
    8 HOG and Gabor Filter Based Pedestrian Detection using Convolutional Neural Network Bachelor Supervisor January, 2018 December, 2018
    9 Mushroom Classification using Ensemble Methods Bachelor Supervisor January, 2018 December, 2018
    10 Fish Classification using Bagging Approach Bachelor Supervisor January, 2018 December, 2018
    11 Global and Local Features Based Quality Inspection and Maturity Detection of Mango using Machine Learning Methods Masters Supervisor January, 2019 December, 2019
    12 Rice Leaf Disease Recognition using Local Threshold Based Segmentation and Deep CNN Bachelor Supervisor January, 2019 December, 2019
    13 Pedestrian Detection in Thermal Images Using Deep Saliency Map and Instance Segmentation Bachelor Supervisor January, 2019 December, 2019
    14 Enhancing Resolution of Artifact Image using AR-CNN and SRGAN Bachelor Supervisor January, 2019 December, 2019

    coming soon...

    1. Islam, S.M., Talukder, K.H. (2023). Smoke Recognition in Smart Environment through IoT Air Quality Sensor Data and Multivariate Logistic Regression. In: Ahmad, M., Uddin, M.S., Jang, Y.M. (eds) Proceedings of International Conference on Information and Communication Technology for Development. Studies in Autonomic, Data-driven and Industrial Computing. Springer, Singapore. https://doi.org/10.1007/978-981-19-7528-8_30
    2. S. M. Islam and K. H. Talukder, “Smart Environment Index Prediction of Smart City using Polynomial Regression”, Khulna Univ. Stud., pp. 676–689, Nov. 2022. DOI: 10.53808/KUS.2022.ICSTEM4IR.0130-se. (ICSTEM4IR).
    3. Anam Islam, Redoun Islam, S. M. Rafizul Haque, S.M. Mohidul Islam, Mohammad Ashik Iqbal Khan, "Rice Leaf Disease Recognition using Local Threshold Based Segmentation and Deep CNN", International Journal of Intelligent Systems and Applications (IJISA), Vol.13, No.5, pp.35-45, 2021. DOI: 10.5815/ijisa.2021.05.04  
    4. S.M. Mohidul Islam, Farhana Tazmim Pinki, " Colour, Texture, and Shape Features based Object Recognition Using Distance Measures", International Journal of Engineering and Manufacturing (IJEM), Vol.11, No.4, pp. 42-50, 2021. DOI: 10.5815/ijem.2021.04.05
    5. A. K. M. Fahim Rahman, Mostofa Rakib Raihan, S.M. Mohidul Islam, " Pedestrian Detection in Thermal Images Using Deep Saliency Map and Instance Segmentation", International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol.13, No.1, pp. 40-49, 2021. DOI: 10.5815/ijigsp.2021.01.04.
    6. S.M. Mohidul Islam, Suriya Islam Bani, Rupa Ghosh, "Content-based Fish Classification Using Combination of Machine Learning Methods", International Journal of Information Technology and Computer Science (IJITCS), Vol.13, No.1, pp.62-68, 2021. DOI: 10.5815/ijitcs.2021.01.05.
    7. Swagato Das, Uttam Paul, S.M. Mohidul Islam. Enhancing Resolution of Artifact Image using AR-CNN and SRGAN. Journal of Computer Technology & Applications. 2020; 11(3): 12–19p.
    8. Farhana Tazmim Pinki, Nipa Khatun, S. M. Mohidul Islam. Visual Features based Paddy Leaf Disease Recognition, its Severity Detection and Remedy Prediction using K-means Clustering and AdaBoost. Journal of Image Processing & Pattern Recognition Progress. 2020; 7(3): 41–52p.
    9. S.M. Mohidul Islam, Rameswar Debnath, " A Comparative Evaluation of Feature Extraction and Similarity Measurement Methods for Content-based Image Retrieval", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.12, No.6, pp. 19-32, 2020. DOI: 10.5815/ijigsp.2020.06.03.
    10. Farhana Tazmim Pinki, S.M. Mohidul Islam, "Variance Analysis Based Mango Recognition Using Correlation Distance", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.12, No.5, pp. 37-43, 2020.DOI: 10.5815/ijigsp.2020.05.04.
    11. S.M. Mohidul Islam, Abdullah Al Zubaer, Joyassree sen, Bappa Sarkar, Md. Nazrul Islam, “Central Tendency Measurement based Unidentified Object Recognition System”, International Journal of Engineering Research & Technology (IJERT), Vol. 9, Iss. 04, pp. 592-596, April 2020.
    12. Farhana TazmimPinki, S.M. Mohidul Islam. Quality Inspection, Maturity Detection, and Size based Grading of Various Types of Mangoes using Machine Learning Methods. Journal of Image Processing & Pattern Recognition Progress. 2020; 7(1): 18–31p.
    13. Nusrat Jahan Pinky, S.M. Mohidul Islam, Rafia Sharmin Alice, " Edibility Detection of Mushroom Using Ensemble Methods", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.11, No.4, pp. 55-62, 2019.DOI: 10.5815/ijigsp.2019.04.05.
    14. Fahim Ahmed, Badhon Ahmed Topu, S.M. Mohidul Islam, “HOG and Gabor Filter Based Pedestrian Detection using Convolutional Neural Networks”, 2nd International Conference on Electrical, Computer and Communication Engineering (ECCE), pp. , Dhaka, Bangladesh, 07-09 February, 2019.
    15. S.M. Mohidul Islam, Farhana Tazmim Pinki, Partial View-Based Object Recognition using Leave-one-out Approach with Classification and Regression Trees, 2018. Journal of Computer Technology & Applications. 2018; 9(3): 9–16p.
    16. SK Al Zaminur Rahman, Kaushik Chandra Mitra, S.M. Mohidul Islam, “Soil Classification using Machine Learning Methods and Crop Suggestion based on Soil Series”, 21st International Conference of Computer Science and Information Technology (ICCIT), pp. 1-4, Dhaka, Bangladesh, 21-23 December, 2018.
    17. Tanvir Hossain, Md. Mostafijur Rahman, S.M. Mohidul Islam. Temporal Information Extraction from Textual Data using Long Short-term Memory Recurrent Neural Network. Journal of Computer Technology & Applications. 2018; 9(2): 1–6p.
    18. S.M. Mohidul Islam, S.M. Rafizul Haque, Farhana Tazmim Pinki. Color and Texture Features Based Object Recognition Using Machine Learning Methods. Journal of Image Processing & Pattern Recognition Progress. 2018; 5(2): 1–11p.
    19. Farhana Tazmim Pinki, Nipa Khatun, S.M. Mohidul Islam, “Content based Paddy Leaf Disease Recognition and Remedy Prediction using Support Vector Machine”, 20th International Conference on Computer and Information Technology (ICCIT), pp. 1-5, Dhaka, Bangladesh, December 22-24, 2017.
    20. S.M. Mohidul Islam, Md. Altab Hossin, Rajeev Kumar Shah, Prakash Kumar Bipin, “Bit Adjusting Image Steganography in Blue Channel of image using AES and Secured Hash Function”, International Journal of Computer Science and Mobile Computing, Vol. 6, Iss. 11, pp. 25-30, November 2017.
    21. S.M. Mohidul Islam, Rameswar Debnath, “An RST Invariant Image Retrieval Approach Using Color Moments and Wavelet Packet Entropy”, 5th International Conference on Informatics, Electronics, and Vision (ICIEV), pp. 747-751, Dhaka, Bangladesh, May 2016.
    22. S.M. Mohidul Islam, Taznin Zahan, Banalata Das, “DWT and Color Moment based image feature extraction and its application for poster generation”, 16th International Conference on Computer and Information Technology (ICCIT), pp. 197-202, Khulna, Bangladesh, March 08-10, 2014.
    23. Tamanna Tabassum, S.M. Mohidul Islam, “A Digital Video Watermarking Technique based on Identical Frame Extraction in 3-level DWT”, 15th International Conference on Computer and Information Technology (ICCIT), pp. 101-106, Chittagong, Bangladesh, December 22-24, 2012.
    24. S.M. Mohidul Islam, Rameswar Debnath, S.K. Alamgir Hossain, “DWT Based Digital Image Watermarking Technique and its Robustness on Image Rotation, Scaling, JPEG compression, Cropping and Multiple Watermarking”, 7th International Conference on Information and Communication Technology (ICICT), pp. 246-249, Dhaka, Bangladesh, March 7-9, 2007.
    25. S.K. Alamgir Hossain, S.M. Mohidul Islam, Rameswar Debnath, “Improvement of the performance of DCT based Digital Image Watermarking Technique”, 9th International Conference on Computer and Information Technology (ICCIT), pp. 479-484, Dhaka, Bangladesh, December 21-23, 2006.

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