Profile

Prof. Dr. Md. Al Mamun

ড মোঃ আল মামুন

Professor

  •  Phone:   880-1712622764
  •  Email:   a.mamun@cse.ruet.ac.bd
  • almamun00350@gmail.com

My teaching interests are inseparably conjoined with my research ambitions. My research objective was to gain a deep and clear understanding and to establish a successful career record as a researcher in image/video analysis, data mining, and computer vision. I completed BSc in Computer Science & Engineering in 2005 and PhD in Computer Science in 2011. In terms of professional experiences, I worked in reputed national and multinational organizations with outstanding track records. In every position, I showed outstanding analytical and problem solving skills, abilities to work as a part of team with minimal supervision.

At A Glance:

  • Member-Institution of Electrical & Electronics Engineer (IEEE).
  • Adviser, RUET IEEE CS chapter
  • Member, Robotic Foundation Bangladesh (Eastern Region).
  • Ex-Com Member (Former ) IEEE BDS CS Chapter.
  • Head (Former), Dept. of CSE, Varendra University, Rajshahi.
  • Moderation and Examination Committee Member CUET, DUET, HSTU, PUST, MBSTU etc.
  • Deputy Sub-project Manager (DSPM) , Higher Education Quality Enhancement Project (HEQEP), CP No-6194 (RUET), University Grant Commission- World Bank, Bangladesh.
  • Focal Point , Mobile Games and Apps Development lab in RUET, ICT Division, Bangladesh
  • Provost (Former), Shahid Shahidul Islam Hall, RUET, Rajshahi.
  • Assistant Provost (Former), Shahid Shahidul Islam Hall and Lt. Selim Hall, RUET, Rajshahi.
  • Member-Institution of Engineers, Bangladesh (IEB).
  • Member- Technical Committee, Rajshahi Development Authority (RDA).
  • Former-Member- Technical Committee, Regional Income Tax Commissioner Office, Rajshahi.
  • Member-Examination Committee, Medical Assistant Training Program, Rajshahi.

Field of Research
  •  Machine Learning & Dana Mining
  •  Computer Vision & AI: Pattern Recognition and Image Classification, Objects Recognition. Feature Extraction and Nonlinear Image Classification.
  •  Satellite Image Mining: Image Compression, Change Detection, Prediction and Forecasting, Adaptive Linear and Non-linear Modelling, Remote Sensed Image Interpretation and Symbolic Representation of Image Contents, Visualization and Model Generation for Handling Complex Data Set.

  •  First Joined: 04th Sep, 2006
  •      Dept. of Computer Science & Engineering

Position

Education

Book / Book Chapter
0
Journal Articles
9
Conference Papers
40
SL Authors Title Publisher Details Publication Year Type
1 Md Palash Uddin, Md Al Mamun, Md Ali Hossain PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification IETE Technical Review, Taylor & Francis 2020 Journal
2 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification Taylor & Francis International Journal of Remote Sensing, (IF=2.493, Q1) 2019 Journal
3 Masud Ibn Afjal, Md. Al Mamun and Md. Palash Uddin Band Reordering Heuristics for Lossless Satellite Image Compression with 3D-CALIC and CCSDS Elsevier Journal of Visual Communication and Image Representation (JVCI), (IF=2.259, Q1) 2019 Journal
4 S. A. Shimu, M. Aktar, M. I. Afjal, A. M. Nitu, M. P. Uddin and M. A. Mamun NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data 4th International Conference on Electrical Information and Communication Technology (EICT 2019), KUET, Khulna, Bangladesh 2019 Conference
5 S. Aktar and M. A. Mamun Multi-View 3D Object Retrieval using Autoencoder & Deep Embedding Network International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox'sBazar, Bangladesh 2019 Conference
6 Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh 2019 Conference
7 S. Aktar, M. A. Mamun and M. A. Hossain Comparative Study of Multi-View 3D Object Retrieval with Autoencoder & Deep Embedding Network 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh. 2018 Conference
8 Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin Weighted-Correlation based Band Reordering Heuristics for Lossless Compression of Remote Sensing Hyperspectral Sounder Data IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE), DUET, Gazipur, Bangladesh. (Best Paper Award) 2018 Conference
9 Md Farhad Mokter, Sumya Akter, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun and Md. Abu Marjan An Efficient Technique for Representation and Compression of Bengali Text IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh. 2018 Conference
10 M. H. O. Rashid, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin Brain Tumor Detection Using Anisotropic Filtering, SVM Classifier and Morphological Operation from MR Images IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. 2018 Conference
11 Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. 2018 Conference
12 S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain Comparative Analysis of Classification Approaches for Heart Disease Prediction IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. 2018 Conference
13 Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin Band Reordering Heuristic for Lossless Satellite Image Compression with CCSDS IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. 2018 Conference
14 S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain Comparative Analysis of Classification Approaches for Heart Disease Prediction IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh. 2018 Conference
15 Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh. 2018 Conference
16 Mumu Aktar, Md. Al Mamun, Md. Ali Hossain Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images Journal of Electrical and Computer Engineering 2017 Journal
17 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain Segmented FPCA for Hyperspectral Image Classification IEEE 3rd International Conference on Electrical Information and Communication Technology (EICT), KUET, Khulna, Bangladesh. 2017 Conference
18 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain Feature Extraction for Hyperspectral Image Classification IEEE 5th Region 10 Humanitarian Technology Conference (R10HTC), BUET, Dhaka, Bangladesh. (Best Paper Award). 2017 Conference
19 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain Improved Feature Extraction Using Segmented FPCA for Hyperspectral Image Classification IEEE 2nd International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Rajshahi, Bangladesh. 2017 Conference
20 Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal and Mumu Aktar Satellite Image Compression Using Integer Wavelet Regression International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh. 2017 Conference
21 Md. Ali Hossain, Hasin-E-Jannat, Boshir Ahmed and Md. Al Mamun Feature Mining for Effective Subspace Detection and Classification of Hyperspectral Images International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh. 2017 Conference
22 16. Ashrak Lipu, Ruhul Amin, Md. Nazrul Islam Mondal, Md. Al Mamun Exploiting Parallelism for Faster Implementation of Bubble Sort Algorithm Using FPGA 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh. 2016 Conference
23 Mumu Aktar, Md. Al Mamun, Md. Ali Hossain and Md. Shamimur Rahman Shuvo Weighted Normalized Mutual Information Based Change Detection In Remote Sensing Images 19th International Conference on Computer & Information Technology (ICCIT), NSU, Dhaka, Bangladesh. 2016 Conference
24 Md. Al Mamun, Md. Nazrul Islam Mondal, Biprodip Pal Assessment of Temporal Features for Geographical Localisation of Satellite Images Research & Reviews: Journal of Ecology (RRJoE),eISSN: 2278–2230, Volume-5, Issue-1. 2016 Journal
25 Md. Al Mamun, Mumu Aktar, Md. Shahid Uz Zaman Multiple Linear Mixture Model Regression Scheme 19th International Mathematics conference (IMC), Brac University, Dhaka. 2015 Conference
26 M. A. Mamun, M. N. I. Mondal, B. Ahmed, M. S. U. Zaman and S. Afroge Multi-temporal FFT regression International Conference on Computer and Information Engineering (ICCIE), pp. 134-137, Rajshahi, Bangladesh. 2015 Conference
27 M. A. Hossain, M. A. Mamun, S. U. Zaman and M. N. I. Mondal Closest class measure based subspace detection for hyperspectral image classification International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh. 2015 Conference
28 M. Aktar, M. Al Mamun, M. S. R. Shuvo and M. A. Hossain Histogram based water quality assessment in satellite images International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh. 2015 Conference
29 Firoz Mahmud, Shyla Afroge, Md. Al Mamun, Abdul Matin PCA and Back-Propagation Neural Network based Face Recognition System 18th International Conference on Computer & Information Technology (ICCIT), MIST, Dhaka, Bangladesh. 2015 Conference
30 Md. Nazrul Islam Mondal, Md. Al Mamun, Shaju Saha Study of Protein Secondary Structure Prediction Using Support Vector Machine International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, Volume-3, Issue-6, pp-5-9. 2015 Journal
31 Md. Al Mamun, Xiuping Jia and Mike Ryan Non-linear Elastic Model for Flexible Prediction of Remote Sensed Multi-temporal images IEEE Geoscience and Remote Sensing Letters, (IF= 3.534, Q1) 2014 Journal
32 23. Md. Al Mamun, Xiuping Jia and Md. Ali Hossain Reconstruction of Satellite Images by Multi-temporal Gradient based Sequential Prediction IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘14), pp. 1616-1618, Quebec, Canada. 2014 Conference
33 Md. Al Mamun and Shameemul Haque Losslesss Transmission of Remote Sensed Multitemporal Images by Multiple Single Linear Model International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh. 2014 Conference
34 Md. Al Mamun, Md. Nazrul Islam Mondal and Boshir Ahmed Change Detection-aided Single Linear Prediction of Multi-temporal Satellite Images 17th International Conference on Computer & Information Technology (ICCIT), DIU, Dhaka, Bangladesh 2014 Conference
35 Md. Nazrul Islam Mondal, Md. Al Mamun and Boshir Ahmed RSA Cryptography using our Designed Processor and MicroBlaze Soft Processor in FPGAs International Journal of Computer Applications, vol. 104(8),pp. 25-31. 2014 Journal
36 Boshir Ahmed, Md. Al Mamun, Md. Mortuza Ali Non-Linear Adaptive Temporal Compression of Satellite Images International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, volume-2, issue-4, pp.16-18. 2014 Journal
37 Md. Al mamun, Boshir Ahmed, Md. Arafat Hossain Cloud Detection of Satellite Images by Outlier Removal Method of Single Linear Model International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE), Bangladesh. 2012 Conference
38 Md. Al Mamun, Xiuping Jia and Michael Ryan Four-Dimensional Compression for the Lossless Transmission of Remotely Sensed Data Conference on Intelligent Data Understanding (CIDU), CA. 2010 Conference
39 Md. Al Mamun, Xiuping Jia and Michael Ryan Sequential Multispectral Images Compression for Efficient Lossless Data Transmission Second IITA International Conference on Geoscience and Remote Sensing (IITA-GRS), Qingdao, China. 2010 Conference
40 Md. Al Mamun, Xiuping Jia and Michael Ryan Optimizing Multitemporal Data Regression for Minimizing Residual Entropy 6th WSEAS International Conference on Remote Sensing (REMOTE ‘10), Iwate, Japan. 2010 Conference
41 Md. Al Mamun, Xiuping Jia and Mike Ryan Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘09), Cape Town, South Africa. 2009 Conference
42 Md. Al Mamun, Xiuping Jia and Mike Ryan Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating Digital Image Computing: Technology and Applications (DICTA ‘09), Melbourne, Australia. 2009 Conference
43 Md. Al Mamun, Xiuping Jia and Mike Ryan Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change Digital Image Computing: Technology and Applications (DICTA ‘08), Canberra, Australia 2008 Conference
44 Ashek Ahmmed, Md. Ali Ahsan Rana, Abul Ahsan Md. Mahmudul Haque, Md. Al Mamun A Multiple Ant Colony System for Dynamic Vehicle Routing Problem with Time Window 3rd International Conference on Convergence Information Technology (ICCIT 2008), Busan, Korea 2008 Conference
45 Md. Al Mamun, Md. Mosharaf Hossain, Md. Zahangir Alam, Dr. Md. Shahid Uz Zaman, Ashek Ahmed and Tanjila Kanij Performance Evaluation of Pseudo-Code of Multi-User Environment CDMA Technology International Conference on Convergence Information Technology (ICCIT), Korea. 2007 Conference
46 Tanjila Kanij, Mohammad Barikul Islam and Md. Al Mamun An Approach to Develop Handwritten Signature Verification System Using Genetic Algorithm Asian Applied Computing Conference (AACC 2007), Nepal. 2007 Conference
47 Md. Waselul Haque Sadid, Md. Al Mamun, Md. Rabiul Islam, Md. Nazrul Islam Mondal A New Strategy for Solving Multi-Dimension Multiple-Choice Knapsack problem in Distributed System Fourth Annual Paper Meet and International Conference on Electrical Engineering (ICEE), The institution of Engineers (IEB), Bangladesh. 2006 Conference
48 Md. Al Mamun, Md. Waselul Haque Sadid, Sujon Roy A Distributed Heuristic Algorithm for Multiple Choice Multi-Dimension Knapsack Problem 8th International Conference on Computer and Information Technology (ICCIT-2005), Islamic University of Technology (IUT), Bangladesh. 2005 Conference
49 Md. Waselul Haque Sadid, Mirza Nazrul Alam, Md. Al Mamun, A. H. M. Sarwar Sattar, Mir Md. Jahangir kabir, Md. Rabiul Islam A New Heuristic Algorithm for Multi-Dimension Multiple-Choice Knapsack Problem in Distributed System 3rd Asian Applied Computing Conference, Kathmandhu, Nepal. 2005 Conference
  •  Best Paper Award in IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), 22-24 November 2018, DUET, Gazipur, Bangladesh.
  •  Best Paper Award in IEEE 5th Region 10 Humanitarian Technology Conference (R10HTC), 21-23 December 2017, BUET, Dhaka, Bangladesh.
  •  Government Award for Academic Excellence in Secondary School Certificate Examination, 1998.
  •  Tuition Fee Remission Scholarship (TFR) and International Research Scholarship for PhD research from the University of New South Wales, 2008.
  •  Technical Board Scholarship during BSC in Rajshahi University of Engineering & Technology.
  •  Ranked 1st in Junior Scholarship Examination, Dinajpur District.
  •  Ranked 1st in Primary Scholarship Examination, Dinajpur District.
  •  Reviewer (Journals) -IEEE Transactions on Geoscience and Remote Sensing -IEEE Geoscience and Remote Sensing Letters -IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing -IEEE Access.
  •  Conference Organized: Technical Program Committee (TPC) member, IEEE Region 10 Symposium (TENSYMP) 2020. Organizing Joint Secretary, International Conference on Electrical, Computer, and Telecommunication Engineering (ICECTE), 2019, RUET, Bangladesh. Technical Joint Secretary, International Conference on Electrical, Computer, and Telecommunication Engineering (ICECTE), 8–10 December, 2016, RUET, Bangladesh. Technical Joint Secretary, 1st International Conference on Computer and Information Engineering (ICCIE), 26–27 November, 2015, RUET, Bangladesh. Member (Technical Committee), International Conference on Electrical and Electronic Engineering (ICEEE), 04–06 November, 2015, RUET, Bangladesh. Member (Organizing Committee), International Conference on Electrical, Computer, and Telecommunication Engineering (ICECTE), December 2012, RUET, Bangladesh.
  •  Session-Chair -IEEE Region 10 Symposium (TENSYMP) 2020. - 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh, 2019 -IEEE 5th Region 10 Humanitarian Technology Conference (R10HTC 2017) -IEEE 2nd International Conference on Electrical & Electronic Engineering (ICEEE 2017) -International Conference on Electrical, Computer and Communication Engineering (ECCE 2017) -2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh, 2016. -International Conference on Computer and Information Technology (ICCIT), Bangladesh, 2015. -1st International Conference on Electrical & Electronic Engineering (ICEEE), Bangladesh, 2015. -1st International Conference on Computer and Information Engineering (ICCIE), Bangladesh, 2015.
  •  Reviewer (Conferences) -IEEE Region 10 Symposium (TENSYMP) 2020. -Joint 2020 4th International Conference on Imaging, Vision & Pattern Recognition (IVPR); 9th International Conference on Informatics, Electronics & Vision (ICIEV); and 2nd International Conference on Activity and Behavior Computing (ABC) -3rd International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE 2019). - IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things (RAAICON 2019) - International Conference on Signal Processing, Information, Communication and Systems 2019 (SPICSCON 2019) -5th IEEE international Women in Engineering (WIE) Conference on Electrical and Computer Engineering 2019 (IEEE WIECON-ECE 2019) -International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019) -International Conference on Innovation in Engineering and Technology (ICIET 2018) -International Conference on Electrical, Computer and Communication Engineering (ECCE 2017) -3rd International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT 2016) -2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh, 2016. -2nd International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2015. -1st International Conference on Electrical & Electronic Engineering (ICEEE), 2015. -1st International Conference on Computer and Information Engineering (ICCIE), 2015. -The 9th International Forum on Strategic Technology (IFOST), 2014.
  •  Cisco Certified CCNA Instructor
Phd Students
IdNameThesis workCurrent Position
1104201003Boshir AhmedImage Reconstruction on the basis of Classified Data Information for the Sequential Transmission of Satellite ImagesFacuty of CSE, RUET
Masters Students
IdNameThesis workCurrent Position
Session 2015-16Md. Palash UddinTransformed Features Based Clustering and Classification of Remote Sensing Hyperspectral ImageFaculty of HSTU, PHD candidate, Deakin Univerisity, Australia
Session 2015-16Masud Ibn AfjalLossless Compression of Multi Spectral or Hyper Spectral Image Based on Multiband and Bi-Directional Spatial PredictionFaculty of HSTU
Session 2014-2015Mumu AktarMulti-temporal Wetland Monitoring from Optical Remote Sensing ImagesFaculty of RUET, PHD Candidate, Canada
Session 2013-2014Firoz MahmudNon-Cooperative and Deceptive Facial Expression Recognition based on Extreme Learning MachineFaculty of RUET, PHD Candidate UNSW@Canberra, Australia
Undergraduate Students
IdNameThesis workCurrent Position
Activity Description
Promotion (Professor) Evaluation Committee Member One of the leading university of USA (Name kept confidential)
Head of the department (CSE) Varendra University, Rajshahi
R & D Projects Deputy Sub-project Manager (DSPM), Higher Education Quality Enhancement Project (HEQEP), CP No-6194 (RUET), University Grant Commission- World Bank, Bangladesh.
Focal Point Mobile Games and Apps Development lab in RUET, ICT Division, Bangladesh
Conference and Workshop Presentation ·       Guest Lecture on Networking and Internet, Rajshahi Krishi Unnoyon Bank (RKUB), Rajshahi ·       Guest Lectures on ICT and Computer System, Regional People Administration Training Program, Rajshahi, (2014-till to date), Rajshahi, Bangladesh. ·       Guest Lecturer, Social Welfare Authority, Rajshahi, Bangladesh. ·       Guest Lectures on Fundamental of Computer System and ICT, Medical Assistant Training Program (MATS) (2014-till to date), Rajshahi, Bangladesh. ·       Key Note Speech on E-Commerce, Digital Fair, Natore, Bangladesh, 2016. ·       Guest Lecturer, Bangladesh Army University of Engineering & Technology (BAUET), Natore. ·       Gest Lecturer, Varendra University, Rajshahi. ·       International Conference on Electrical, Computer and Communication Engineering (ECCE 2017) 1st International Conference on Computer and Information Engineering (ICCIE), 2015. ·       International Conference on Informatics, Electronics & Vision (ICIEV), Bangladesh, 2014. ·       International Conference on Computer and Information Technology (ICCIT), Bangladesh, 2014. ·       6th WSEAS International Conference on Remote Sensing (REMOTE ‘10), Iwate, Japan, 2010. ·       International Conference on Digital Image Computing: Technology and Applications (DICTA ‘09), Melbourne, Australia, 2009. ·       International Conference on Digital Image Computing: Technology and Applications (DICTA ‘08), Canberra, Australia, 2008. ·       Fourth Annual Paper Meet and International Conference on Electrical Engineering (ICEE), The Institution of Engineers (IEB), Bangladesh, 2006.
S/W development Six months of professional experience in software development and maintenance. (@ Opal Software, GE Energy, Australia, (During PHD Assessment Period))