KUET

Bio

KUET

Publication

Books

Haque,S. , Sadi,M. S. , Rafi,M. E. H. and Hasan,<. M. I. a. M. K. (04 Jul., 2019.) , Proceedings of International Joint Conference on Computational Intelligence, Edited by: Mohammad Shorif Uddin and Jagdish Chand Bansal, Algorithms for Intelligent Systems , ISBN:978-981-13-7564-4,Springer

With the expanding population and several problems arising due to crowded situations, the necessity of crowd detection is also at a raise. It includes assessing the number of individuals in the group and in addition the appropriation of the crowd density in different regions of the group. Estimation of such crowd density can be done from the image of the crowded scene. This paper proposes real-time approaches to solving problems related to dense crowds. It uses static images captured from a crowded area and attempts to estimate the crowd density of the area by applying two different techniques. The proposed techniques for estimating crowd are via image processing and another one is using Convolutional Neural Network. In image processing technique, erosion is used to count head regions from the images. Images considered here are grayscale images. In CNN approach, deep learning technique is used to estimate the crowd density. A network of Raspberry Pi is used in order to perform the crowd detection as well as circulating the crowd condition to responsible authorities. At that point, the authorities might be alarmed about the likelihood of a stampede and can find a way to keep away from it.

Islam,<. M. I. , Kabir,M. N. , Sadi,M. S. , Morsalin,M. I. and Wang,A. H. a. J. (24 Mar., 2020.) , Proceedings of the 5th International Conference on Electrical, Control and Computer Engineering (InECCE), Edited by: Kasruddin Nasir A. et al., Lecture Notes in Electrical Engineering (Scopus) , ISBN: 978-981-15-2317-5,Springer, vol632

Quran phrases are found in many Arabic websites. Lamentably, many mistakes and typos appear on most of the websites embedded with Quran texts. Therefore, it becomes very difficult to recognize the legal document of the religious book, whether the online document is tampered or not. Hence, verifying the Quran expression has become a crucial issue for most of the online users who read the digital copy. We propose a novel approach for the tamper detection of a digital document of the Holy Quran. We have implemented a desktop application, having modified UI that utilizes Jaro-Winkler distance and Difflib function as String Edit distance algorithm to highlight the words in the Holy Quran for the verification purpose. A reliable and trustworthy Quran database was taken for testing. The results obtained from the application show higher performance. The system achieved the detection accuracy of 95.9% and 95% by Jaro-Winkler and Difflib, respectively along with the precision of 93.29% and 96% in the case of diacritics. Additionally, F-score is 93.22% and 96.41% obtained by Jaro-Winkler and Difflib, respectively in the case of no diacritics.

Journal

20. Islam,<. M. I. , Tayan,O. , Islam,M. R. , Islam,M. S. , Nooruddin,S. and Islam,M. N. K. a. M. R. (2020.) , " Deep Learning Based Systems Developed for Fall Detection: A Review," IEEE Access, IEEE

Journal Rating: [Impact Factor: 3.745, Q1]

19. Islam,<. M. I. , Haque,M. R. , Iqbal,H. , Hasan,M. M. and Kabir,M. H. a. M. N. (2020.) , " Breast Cancer Prediction: A Comparative Study Using Machine Learning Techniques," SN Computer Science, Springer, vol1, no.5, pp.290

18. Islam,M. Z. and Asraf,<. M. I. a. A. (2020.) , " A Combined Deep CNN-LSTM Network for the Detection of Novel Coronavirus (COVID-19) Using X-ray Images," Informatics in Medicine Unlocked, Elsevier, vol20, pp.100412

Journal Rating: Scopus (SJR: 0.36, H Index: 13, Q3)

17. Islam,<. M. I. ,Ullah,S. M. A. and Raju,S. M. a. S. M. T. U. (2020.) , " Breathing Aid Devices to Support Novel Coronavirus (COVID-19) Infected Patients," SN Computer Science, Springer, vol1, no.5, pp.274

16. Islam,<. M. I. and BrÃ¤unl,M. S. S. a. T. B. (2020.) , " Automated Walking Guide to Enhance the Mobility of Visually Impaired People," IEEE Transactions on Medical Robotics and Bionics, IEEE, vol2, no.3, pp.485-496

15. Rahman,M. M. ,Islam,<. M. I. and Khan,S. A. a. S. A. (2020.) , " Obstacle and Fall Detection to Guide the Visually Impaired People with Real Time Monitoring," SN Computer Science, Springer, vol1, no.4, pp.219

14. Islam,<. M. I. and Islam,M. R. I. a. M. S. (2020.) , " An Efficient Human Computer Interaction through Hand Gesture Using Deep Convolutional Neural Network," SN Computer Science, Springer, vol1, no.4, pp.211

13. Jibril,M. L. ,Islam,<. M. I. and Ayon,U. S. S. a. S. I. (2020.) , " Predictive Data Mining Models for Novel Coronavirus (COVID-19) Infected Patients Recovery," SN Computer Science, Springer, vol1, no.4, pp.206

12. Islam,<. M. I. and Islam,A. R. a. M. R. (2020.) , " Development of Smart Healthcare Monitoring System in IoT Environment," SN Computer Science, Springer, vol1, no.3, pp.185

11. Ayon,S. I. and Hossain,<. M. I. a. M. R. (2020.) , " Coronary Artery Heart Disease Prediction: A Comparative Study of Computational Intelligence Techniques," IETE Journal of Research, Taylor & Francis

Journal Rating: [Impact Factor: 1.125, Q3]

10. Islam,<. M. I. , Neom,N. H. , Imtiaz,M. S. , Nooruddin,S. and Islam,M. R. I. a. M. R. (2019.) , " A Review on Fall Detection Systems Using Data from Smartphone Sensors," IngÃ©nierie des SystÃ¨mes dâ€™Information (Information Systems Engineering), Lavoisier, vol24, no.6, pp.569-576

Journal Rating: Scopus (SJR: 0.17, H Index: 05, Q4), dblp, Ei Compendex

9. Rahaman,A. , Islam,<. M. I. , Islam,M. R. and Nooruddin,M. S. S. a. S. (2019.) , " Developing IoT Based Smart Health Monitoring System: A Review," Artificial Intelligence Review, Lavoisier, vol33, no.6, pp.435-440

Journal Rating: Scopus (SJR: 0.11, H Index: 13, Q4), dblp, Ei Compendex

8. Nooruddin,S. and Sharna,<. M. I. a. F. A. (2019.) , " An IoT based Device-type Invariant Fall Detection System," Internet of Things, Elsevier, vol9, pp.100130

7. Habib,M. A. , Islam,<. M. I. , Kabir,M. N. and Hasan,M. B. M. a. M. (2019.) , " Staircase Detection System for Visually Impaired People: A Hybrid Approach," Artificial Intelligence Review, Lavoisier, vol33, no.5, pp.327-334

Journal Rating: Scopus (SJR: 0.11, H Index: 13, Q4), dblp, Ei Compendex

6. Hasan,M. ,Islam,<. M. and Hashem,<. M. I. I. Z. a. M. (2019.) , " Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches," Internet of Things, Elsevier, vol7, pp.100059

5. Islam,<. M. I. ,Sadi,M. S. and Ahmed,K. Z. Z. a. M. M. (2019.) , " Developing Walking Assistants for Visually Impaired People: A Review," IEEE Sensors Journal, IEEE, vol19, no.8, pp.2814-2828

Journal Rating: [Impact Factor: 3.073, Q1]

4. Rahman,M. M. and Ahmmed,<. M. I. a. S. (2019.) , " â€œBlindShoeâ€: An Electronic Guidance System for the Visually Impaired People," Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Universiti Teknikal Malaysia Melaka, vol11, no.2, pp.49-54

Journal Rating: Scopus (SJR: 0.15, H Index: 12, Q4)

3. Haque,M. R. , Islam,<. M. I. , Alam,K. S. and Shaik,H. I. a. M. E. (2019.) , " A Computer Vision based Lane Detection Approach," International Journal of Image, Graphics and Signal Processing(IJIGSP), MECS Press, vol11, no.3, pp.27-34

Journal Rating: IndexCopernicus, IET Inspec

2. (2019.) , " Diabetes Prediction: A Deep Learning Approach," International Journal of Information Engineering and Electronic Business(IJIEEB), MECS Press, vol11, no.2, pp.21-27

Journal Rating: IndexCopernicus, IET Inspec

1. Alam,M. N. ,Islam,<. M. I. and Mredul,M. A. H. a. M. B. (2018.) , " Staircase Detection Systems for the Visually Impaired People: A Review," International Journal of Computer Science and Information Security (IJCSIS), vol16, no.12, pp.13-18

Conference

14. Rahman,M. M. , Manik,M. M. H. , Islam,<. M. I. and Kim,S. M. a. J. (9-12 Sep., 2020. ) , "An Automated System to Limit COVID-19 Using Facial Mask Detection in Smart City Network," International IOT, Electronics and Mechatronics Conference (IEMTRONICS) , IEEE

[Accepted]

13. Mahmud,S. , Sourave,R. H. , Islam,<. M. I. and Kim,X. L. a. J. (9-12 Sep., 2020. ) , "A Vision based Voice Controlled Indoor Assistant Robot for Visually Impaired People," International IOT, Electronics and Mechatronics Conference (IEMTRONICS) , IEEE

[Accepted]

12. Rahman,M. A. ,Sadi,M. S. and Saha,<. M. M. I. a. P. (28-30 Nov., 2019.) , "Design and Development of Navigation Guide for Visually Impaired People," IEEE Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON) , IEEE, pp.89-92

10. Das,S. ,Sadi,M. S. and Islam,M. A. H. a. <. M. I. ( 3-5 May, 2019.) , "A Machine Learning Approach to Protect Electronic Devices from Damage Using the Concept of Outlier," 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) , IEEE, pp.1-6

9. Khanom,M. and Islam,M. S. S. a. <. M. I. ( 3-5 May, 2019.) , "A Comparative Study of Walking Assistance Tools Developed for the Visually Impaired People," 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) , IEEE, pp.1-5

7. (13-15 Sep., 2018.) , "Path Hole Detection to Assist the Visually Impaired People in Navigation," 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT ) , IEEE, pp.268-273

6. Islam,M. M. ,Sadi,M. S. and Hasan,<. M. M. I. a. M. K. (13-15 Sep., 2018.) , "A New Method for Road Surface Detection," 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT ) , IEEE, pp.624-629

5. Haque,M. R. , Islam,<. M. I. , Iqbal,H. and Hasan,M. S. R. a. M. K. (8-9 Feb., 2018.) , "Performance Evaluation of Random Forests and Artificial Neural Networks for the Classification of Liver Disorder," 2018 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering , IEEE, pp.1-5

4. Kamal,M. M. , Bayazid,A. I. , Sadi,M. S. and Hasan,<. M. I. a. N. (21-23 Dec. , 2017.) , "Towards developing walking assistants for the visually impaired people," 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) , IEEE, pp.238- 241

3. Islam,<. M. I. ,Hasan,M. K. and Uddin,M. M. B. a. M. M. (21-23 Dec. , 2017.) , "Development of smartphone-based student attendance system," 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) , IEEE, pp.230-233

2. Islam,<. M. I. ,Iqbal,H. and Hasan,M. R. H. a. M. K. (21-23 Dec. , 2017.) , "Prediction of breast cancer using support vector machine and K-Nearest neighbors," 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) , IEEE, pp.226-229

1. Hasan,M. K. and Hashem,<. M. I. a. M. M. A. (13-14 May, 2016.) , "Mathematical Model Development to Detect Breast Cancer Using Multigene Genetic Programming," 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV) , IEEE, pp.574-57

Education

M.Sc. Engineering

Khulna University of Engineering & Technology,Bangladesh (2017-2019) Student Type: Part-time,

Satisfactory

Bachelor of Computer Science and Engineering

Khulna University of Engineering and Technology,Bangladesh (2012-2016) Group: Computer Science and Engineering, Student Type: Regular, Merit Position: First, Achievement: <b>University Gold Medal</b>

Higher Secondary Certificate

Rajshahi New Govt. Degree College,Bangladesh (2009-2011) Group: Science, Student Type: Regular,

Secondary School Certificate

Daulatpur Pilot High School, Kushtia,Bangladesh (2005-2009) Group: Science, Student Type: Regular, Achievement: <b>Golden A+</b>

Scholarship and Award

Primary Scholarship
General
Junior Scholarship
Talent pool, Secured 2nd Position in Upazilla
EXIM Bank Scholarship Program
Merit scholarship for good result
Widespace Premium Mobile Advertising Company Scholarship
Merit scholarship for excellent academic performance
KUET Technical Scholarship
Technical Scholarship in consecutive four years for outstanding performance
Dean List Award
Excellent performance from 1st year to 4th year
University Gold Medal
1st position in CSE department

Research

Intelligent Systems Design
Machine Learning and its Application
Deep Learning
Health Informatics
Internet of Things (IoT)

Experience

Service Records

Part-time Lecturer

Department/Section: Computer Science and Engineering
Bangabandhu Sheikh Mujibur Rahman Science & Technology University 01-Sep-2024 to 01-Sep-2024
Responsibility: Teaching and Research
Assistant Professor

Department/Section: Computer Science and Engineering
Khulna University of Engineering & Technology 01-Sep-2024 to 01-Sep-2024
Responsibility: Teaching and Research
Lecturer

Department/Section: Computer Science and Engineering
Khulna University of Engineering & Technology 01-Sep-2024 to 01-Sep-2024
Responsibility: Teaching and Research

Professional Body Membership

Institute of Engineers Bangladesh (IEB)-Associate Member (AM)

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Program Committee Member-International Conference on Emerging Technology for Rural Community, India

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Program Committee Member-International Conference on Trends in Electronics and Informatics, India

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Program Committee Member-International Conference on Cloud, Big Da ta and IoT (CBIoT 2020), Canada

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Teaching and Supervision

Course Conduction Projects: Supervised several system development projects and achieved several publications.

Fall Detection
Staircase Detection
VisualAid
Lane Detection
Data Classifier
Smart Health Monitoring System
Computer Control using Hand Gesture
KUETVisio: 3D visualization of KUET

Md. Milon Islam

Bio