Address:

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

    Email:

    mohid@cse.ku.ac.bd

    Contact:

    +880-1727-043774

    Personal Webpage:
    click here

S. M. Mohidul Islam
Associate Professor

Data Science and Machine Learning Researcher

    • 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 interest is using Data Science and Machine Learning Technology for 'Healthiness' of (terminal) people. 'Healthiness means not only to stay far from disease and sorrows; Poverty, discrimination, Climate change, and many other things are involved with it' (Ana Mari Cauce, President, University of Washington). In short, I call it Community ICT.                  

    • 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

    1.   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
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Mohidul Islam SM, 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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, December 22-24, 2013.
    20. 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.
    21. 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.
    22. 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.


    Machine Learning

    Master's Level

    Pattern Recognition

    Undergrad level

    Running
    • Machine Learning
    • Pattern Recognition