Profile of Masud Ibn Afjal

Masud Ibn Afjal
Associate Professor
Department of Computer Science and Engineering (CSE)
Faculty of Computer Science and Engineering
Hajee Mohammad Danesh Science & Technology University, Dinajpur.
E-mail: masud@hstu.ac.bd
Mobile: +8801737049633
CAREER OBJECTIVE
- As a teacher, I feel the importance of learning. I want to learn more and more so that, students will get an appropriate guideline from me.
RESEARCH INTEREST
- Signal, Image and video processing, Information and Communication Technology, Remote Sensing Image analysis, Hyper spectral / Multi spectral temporal image compression, CCSDS, Information Security, Big Data analysis, Cloud Data mining.
EDUCATION
- M.Sc. Engineering in CSE, 2018
Rajshahi University of Engineering & Technology (RUET), Rajshahi-6204
- B.Sc. CSE, 2008
HSTU, Dinajpur
PROFESSIONAL EXPERIENCES
- Associate Professor, Dept. of CSE
HSTU, DinajpurFebruary 01, 2020 to Present
- Assistant Professor, Dept. of CSE
HSTU, DinajpurFebruary 01, 2015 to January 31, 2020
- Lecturer
HSTU, DinajpurFebruary 01, 2012 to January 31, 2015
- Team Leader
Kento Studios, Uttara, DhakaJuly 01, 2010 to January 31, 2012
- Programmer
Kento Studios, Uttara, DhakaNovember 12, 2009 to June 30, 2010
- Web programmer
Web eMaze, Adabar, DhakaFebruary 01, 2009 to November 11, 2009
PUBLICATIONS
Journal Papers
Masud Ibn Afjal, Md. Nazrul Islam Mondal and Md. Al Mamun, "Enhancing land cover object classification in hyperspectral imagery through an efficient spectral-spatial feature learning approach." PloS one, 19(12), e0313473, 2024. (Q1, IF: 2.9) https://doi.org/10.1371/journal.pone.0313473
Read MoreMd Moshiur Rahman, Md Rashedul Islam, Masud Ibn Afjal, Md Abu Marjan, Md Palash Uddin, and Md Mominul Islam, " Segmentation-Based Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification,” in International Journal of Remote Sensing, Vol. , No. , pp. , Taylor & Francis, 2024. (IJRS (2022 IF= 3.531, SCIE, Q1) Doi: https://doi.org/10.1080/01431161.2024.2421934
Read MoreMd Sahadat Hossan, Masud Ibn Afjal, Md.Faruq Hasan, and Md.Abu Hanif, "Assessment of land dynamics transformation into tea plantations using support vector machine" Trees, Forests and People, 2024 (Q1, IF: 2.7): https://doi.org/10.1016/j.tfp.2024.100703
Md Rashedul Islam,Adiba Mahjabin Nitu,Md Abu Marjan,Md Palash Uddin,Masud Ibn Afjal, and Md Abdulla Al Mamun, "Enhancing tertiary students’ programming skills with an explainable Educational Data Mining approach" Plos One 19(9): e0307536. 2024 (Q1, IF: 2.9) https://doi.org/10.1371/journal.pone.0307536
Read MoreMasud Ibn Afjal, Md. Nazrul Islam Mondal and Md. Al Mamun, "Effective hyperspectral image classification based on segmented PCA and 3D-2D CNN leveraging multibranch feature fusion." Journal of Spatial Science, January 2024. (Scopus, Thomson Reuters, IF: 1.9).
Read MoreMahmudul Hasan Moon, Md Abu Marjan, Md Palash Uddin, Masud Ibn Afjal, Seifedine Kadry, Shaoqi Ma, Yunyoung Nam , “Ensemble Machine Learning-based Recommendation System for Effective Prediction of Suitable Agricultural Crop Cultivation,” in Frontiers in Plant Science, Vol. 14, 2023 (Q1, IF. 5.6)
Read MoreMd Rashedul Islam, Adiba Mahjabin Nitu, Md Abdulla Al Mamun, Md Abu Marjan, Md Palash Uddin, Masud Ibn Afjal, “An Educational Data Mining System for Predicting Students’ Programming Performance” in Journal of Information Hiding and Multimedia Signal Processing, Vol. 14, No. 3, pp. 63-71, 2023 (Q3, IF. 0.4)
Masud Ibn Afjal, Md. Nazrul Islam Mondal and Md. Al Mamun, "Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification,” in International Journal of Remote Sensing, Vol. 44, No. 11, pp. 3412-3455, Taylor & Francis, 2023. doi: 10.1080/01431161.2023.2221802 (IJRS (2022 IF= 3.531, SCIE, Q1)
Md Rashedul Islam, Ayasha Siddiqa, Masud Ibn Afjal, Md Palash Uddin, and Anwaar Ulhaq. 2023. "Hyperspectral Image Classification via Information Theoretic Dimension Reduction" Remote Sensing, Vol. 14, Issue 4, DoI: https://doi.org/10.3390/rs15041147 ( February 2023 IF= 5.349, Cite Score=7.4, Q1)
A. Siddiqa, Md. Rashedul Islam, Masud Ibn Afjal, "Spectral Segmentation based Dimension Reduction for Hyperspectral Image Classification." Journal of Spatial Science, May 2022. (Scopus, Thomson Reuters, IF: 1.9).
Md. Abu Marjan, Md. Palash Uddin, and Masud Ibn Afjal, “An Educational Data Mining System for Predicting and Enhancing Tertiary Students’ Programming Skill,” The Computer Journal (IF= 1.762, SCIE), 2021
Md. Palash Uddin, Md. Al Mamun, Md. Ali Hossain, and Masud Ibn Afjal, “Improved Folded-PCA for Efficient Remote Sensing Hyperspectral Image Classification,” Geocarto International (IF= 4.889, SCIE, Q1), 2021
Md. Atabuzzaman, Md Shajalal, M. Elius Ahmed, Masud Ibn Afjal and Masaki Aono, “Leveraging Grammatical Roles for Measuring Semantic Similarity Between Texts,” IEEE Access, vol. 9, pp. 62972-62983, (2019 IF= 3.745, SCIE, Q1), 2021
Md. Abu Marjan, Md. Rashedul Islam, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, "PCA-based Dimensionality Reduction for Face Recognition," TELKOMNIKA (Telecommunication Computing Electronics and Control) (2020 SJR IF=0.26, Scopus, Q3), Vol. 19, No. 5, 2021.
Masud Ibn Afjal, Md. Palash Uddin, Md. Al Mamun, and Md. Abu Marjan, "An Efficient Lossless Compression Technique for Remote Sensing Images using Segmentation based Band Reordering Heuristics," International Journal of Remote Sensing (IJRS (2022 IF= 3.531, SCIE, Q1), 2021
Read MoreMd. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, and Md. Ali Hossain, "Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification," International Journal of Remote Sensing (IJRS), (2022 IF= 3.531, SCIE , Q1), 2021.
Read MoreMasud Ibn Afjal, Md. Al Mamun and Md. Palash Uddin, "Band Reordering Heuristics for Lossless Satellite Image Compression with 3D-CALIC and CCSDS," Journal of Visual Communication and Image Representation (JVCI), (2022 IF= 2.88, SCIE), vol. 59, pp. 514-526, 2019.
Read MoreIqbal Mahmud, Tasnim Tabassum, Md. Palash Uddin, Emran Ali, Masud Ibn Afjal, Adiba Mahjabin Nitu, "Enhancement of Single-Handed Bengali Sign Language Recognition Based on Hog Features", Journal of Theoretical and Applied Information Technology, (2019 SJR IF=0.628, Scopus, Q3), vol. 98 no. 05, pp. 743-756, 2020.
Read MoreMoshiur Rahman, Iqbal Mahmud, Md. Palash Uddin, Masud Ibn Afjal, Md. Ahsan Habib and Faisal Kabir "Handwritten Bengali Character Recognition through Geometry Based Feature Extraction," Journal of Theoretical and Applied Information Technology, ( 2019 SJR IF=0.628, Scopus, Q3 ), vol. 97 no. 23, pp. 3570-3582, 2019.
Read MoreAdiba Mahjabin Nitu, Md. Palash Uddin, Priyanka Basak Tumpa, Sabina Yeasmin and Masud Ibn Afjal "An Enhanced Extractive Text Summarization Method for Multiple Documents", Journal of Theoretical and Applied Information Technology, ( 2019 SJR IF=0.628, Scopus, Q3 ), vol. 97 no. 23, pp. 3475-3485, 2019.
Read MoreMd. Abdullah Al Mamun, Md. Ariful Islam, Masud Ibn Afjal, Md. Abdulla Al Mamun, U. A. Md. Ehsan Ali and Md. Palash Uddin, Feature Extraction Using Uniform Pattern based Standard Deviation for Face Recognition, HBRP Advancement in Image Processing and Pattern Recognition, Volume 1 Issue 2, pp. 32-38, 2018
Read MoreSharmin Sultana, Afrida Khanam, Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Fazle Rabbi, A Modified Filtering Approach of LSB Image Steganography Using Stream Builder along with AES Encryption, HBRP Recent Trends in Information Technology and its Applications, Volume 1 Issue 2, pp. 1-10, 2018
Read MoreAbir Chandra Roy, Khairat Hossin, Md. Palash Uddin, Md. Abdulla Al Mamun, Masud Ibn Afjal and Adiba Mahjabin Nitu, Detection and Classification of Geometric Shape Objects for Industrial Applications, HBRP Advancement in Image Processing and Pattern Recognition, Volume 1 Issue 2, pp. 11-19, 2018
Read MorePopi Basak, Laila Arjuman, Adiba Mahjabin Nitu, Masud Ibn Afjal, Md. Palash Uddin, Md. Fazle Rabbi and Md. Rashedul Islam, A Modified Blind Steganalysis Method Based on the Moments of Characteristic Function, HBRP Advancement in Software Engineering and Testing, Volume 1 Issue 2, pp. 1-9, 2018
Read MoreMd. Fazle Rabbi, Md. Palash Uddin, Md. Arshad Ali, Md. Faruk Kibria, Masud Ibn Afjal, Md. Safiqul Islam and Adiba Mahjabin Nitu, Performance Evaluation of Data Mining Classification Techniques for Heart Disease Prediction, American Journal of Engineering Research (AJER), Volume-07, Issue-2, pp-278-283, e-ISSN : 2320-0847 p-ISSN : 2320-0936, 2018
Read MoreSabina Yeasmin, Priyanka Basak Tumpa, Adiba Mahjabin Nitu, Md. Palash Uddin, Emran Ali and Masud Ibn Afjal, Study of Abstractive Text Summarization Techniques, American Journal of Engineering Research (AJER), Volume-06, Issue-8, pp-253-260, e-ISSN : 2320-0847 p-ISSN : 2320-0936, 2017.
Read MoreShikhor Kumer Roy, Abinash Kanti Ghosh, Aysa Siddika Asa, Md. Palash Uddin, Md. Rashedul Islam and Masud Ibn Afjal, Bengali consonants-voice to text conversion using machine learning tool, International Journal of Research in Computer Engineering and Electronics. Volume-6 Issue-2, ISSN 2319-376X, March 2017.
Read MoreAbir Chandra Roy, Md. Abdullah Al Mamun, Khairat Hossin, Md. Ariful Islam, Md. Palash Uddin, Masud Ibn Afjal and Md. Sohrawordi, Developing Operating System Simulation Software for Windows Based System by C# .NET Framework and an Android Application by JAVA and XML, Journal of Operating Systems Development & Trends (JoOSDT), Volume-04, Issue-1, pp-9-18, ISSN: 2454-9355, 2017
Read MoreAysa Siddika Asa, Sumya Akter, Md. Palash Uddin, Md. Delowar Hossain, Shikhor Kumer Roy, Masud Ibn Afjal, A Comprehensive Survey on Extractive Text Summarization Techniques, American Journal of Engineering Research (AJER), Volume-06, Issue-1, pp-200-205, e-ISSN : 2320-0847 p-ISSN : 2320-0936, 2017
Read MoreMd. Abu Marjan, Nahid Binte Sadia, Md. Dulal Haque, Md. Palash Uddin, Masud Ibn Afjal, and Md. Rashedul Islam, Error Concealment by Tracking and Velocity Estimation of Macro-Block in Video Communication at the Decoder of H.264/AVC, International Journal of Computer Science and Software Engineering, Volume 4, Issue 8, Pages: 199-203 (5), August 2015.
Read MoreM. P. Uddin, M. I. Afjal, A. M. Nitu, M. M. Islam, and M. A. Marjan, Development of a Symmetric-key Cryptographic Algorithm based on ASCII and Radix Conversions, Institutional Engineering and Technology (IET), 5(1):19-24, April, 2015
Read MoreMd. Palash Uddin, Ashfaque Ahmed, Md. Delowar Hossain, Masud Ibn Afjal and Shah Md. Tanvir Siddiquee "HIGH SPEED DATA RETRIEVAL FROM NATIONAL DATA CENTER (NDC) REDUCING TIME AND IGNORING SPELLING ERROR IN SEARCH KEY BASED ON DOUBLE METAPHONE ALGORITHM" International Journal of Computer Science, Engineering and Applications (IJCSEA) Vol.3, No.6, December 2013
Read MoreMd. Dulal Haque, Md. Mahabub Hossain, Md. Mominul Islam, Masud Ibn Afjal, "Modeling of Photonics band gap for Carbon nanotube materials" Bangladesh Research publications Volume- 8, Issue -3, Pages 260-266, 2013.
Md. Palash Uddin, Md. Zahidul Islam , Md. Nadim, and Masud Ibn Afjal, GPS-based Location Tracking System via Android Device, International Journal of Research in Computer Engineering and Electronics (IJRCEE), Volume-2 Issue-5, ISSN 2319-376X, October-November, 2013.
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Conference Papers
Tanver Ahmed, Adiba Mahjabin Nitu, Masud Ibn Afjal, "Effective Object Detection in Hyperspectral Images using Segmentation and Multibranch 2D-3D CNN Feature Fusion." in 2024 IEEE International Conference on Computing, Applications and Systems (COMPAS), Cox's Bazar, Bangladesh, 2024
Read MoreM. I. Afjal, M. N. I. Mondal and M. A. Mamun, "Spectral-Spatial Feature Extraction for Change Detection in Bi-temporal Hyperspectral Images," in 9th International Conference on Convergence of Technology (I2CT), April 2024, Pune, India.
Read MoreM. I. Afjal, M. N. I. Mondal and M. A. Mamun, "Spectral-Spatial Subspace Detection for Improved Change Detection in Hyperspectral Images," in 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), April 2024, Gazipur, Bangladesh
Read MoreM. I. Afjal, M. N. I. Mondal and M. A. Mamun, " Spectral-Spatial Feature Extraction for Multi-Change Detection in Bi-temporal Hyperspectral Images," in IEEE 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), May 2024, Dhaka, Bangladesh
Read MoreM. H. Bari, T. Ahmed, M. I. Afjal, A. M. Nitu, M. P. Uddin and M. A. Marjan, "Segmented Nonnegative Matrix Factorization for Hyperspectral Image Classification," 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2023, pp. 1-5, doi: 10.1109/ECCE57851.2023.10101584.
Maksuda Bilkis Baby, Bushra Ankhari, Md Shajalal, Md Atabuzzaman, Fazle Rabbi, and Masud Ibn Afjal, "Identifying Duplicate Questions Leveraging Recurrent Neural Network", in Springer 4th International Conference on Trends in Computational and Cognitive Engineering (TCCE-2022), Bangladesh, 2022.
M. I. Afjal, M. Nazrul Islam Mondal and M. A. Mamun, "Spectrally Segmented Linear Discriminant Analysis for Hyperspectral Image Classification," 2022 25th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2022, pp. 400-405, doi: 10.1109/ICCIT57492.2022.10055937.
Read MoreM. I. Afjal, M. N. I. Mondal and M. A. Mamun, "Segmented Linear Discriminant Analysis for Hyperspectral Image Classification," 2022 12th International Conference on Electrical and Computer Engineering (ICECE), Dhaka, Bangladesh, 2022, pp. 204-207, doi: 10.1109/ICECE57408.2022.10088677.
Read MoreShabbir Ahmed, Md. Abu Marjan, Md. Moshiur Rahman, Md. Shahriar Haque, Md. Palash Uddin and Masud Ibn Afjal, "Spectrally Segmented-Incremental-PCA for Hyperspectral Image Classification", in IEEE 25th International Conference on Computer and Information Technology (ICCIT), December 2022, Cox’s Bazar, Bangladesh.
Read MoreMd. Hasanul Bari, Tanver Ahmed, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, "Effective Feature extraction via Folded-Sparse-PCA for Hyperspectral Image classification", in Springer International Conference on Machine Intelligence and Emerging Technologies (MIET 2022), Bangladesh, 2022.
Md. Abu Marjan, Mahmudul Hasan, Md. Zahidul Islam, Md. Palash Uddin, Masud Ibn Afjal, “Masked Face Recognition System using Extended VGG-19,” in IEEE 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE),2022
Md. Moshiur Rahman, Shabbir Ahmed, Md. Shahriar Haque, Md. Abu Marjan, Masud Ibn Afjal, and Md. Palash Uddin, "Segmented-Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification", in Springer International Conference on Machine Intelligence and Emerging Technologies (MIET 2022), Bangladesh, 2022
Shabbir Ahmed, Md. Moshiur Rahman, Md. Shahriar Haque, Md. Abu Marjan, Md. Palash Uddin and Masud Ibn Afjal, "Segmented-Incremental-PCA for Hyperspectral Image Classification", in Springer International Conference on Machine Intelligence and Emerging Technologies (MIET), Bangladesh, 2022
Tanver Ahmed, Md. Hasanul Bari, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, "Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification", in Springer 4th International Conference on Trends in Computational and Cognitive Engineering (TCCE-2022), Bangladesh, 2022.
Md. Shahriar Haque Shemul, Md. Moshiur Rahman, Shabbir Ahmed, Md. Abu Marjan, Md. Palash Uddin and Masud Ibn Afjal, "Segmented-Sparse-PCA for Hyperspectral Image Classification", in IEEE 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2022), Bangladesh
Ayasha Siddiqa, Masud Ibn Afjal, Md. Rashedul Islam, Adiba Mahjabin Nitu, “Spectral Subset Detection for Hyperspectral Image Classification” 2nd International Conference on Innovation in Engineering and Technology (ICIET), Bangladesh, 2019.
Sumona Akter Shimu, Mouluda Akter, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md. Palash Uddin and Md. Al Mamun, "NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data," 4th IEEE International Conference on Electrical Information and Communication Technology (EICT), Bangladesh, 2019.
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), 11-12 July 2019, Rajshahi, Bangladesh.
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 2018), 22-24 November 2018, DUET, Gazipur, Bangladesh. (Received Best Paper Award). Available: https://ieeexplore.ieee.org/document/8642975
Sadi Mohammud Syfullah, Zareen Binta Zakaria, Md. Palash Uddin, Md. Fazle Rabbi, Masud Ibn Afjal and Adiba Mahjabin Nitu, Efficient Vector Code-book Generation using K-means and Linde-Buzo-Gray (LBG) algorithm for Bengali Voice Recognition, IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), 22-24 November 2018, DUET, Gazipur, Bangladesh. Available: https://ieeexplore.ieee.org/document/8642994/
Iqbal Mahmud, Tasnim Tabassum, Md. Palash Uddin, Emran Ali, Adiba Mahjabin Nitu and Masud Ibn Afjal, Efficient Noise Reduction and HOG Feature Extraction for Sign Language Recognition, IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), 22-24 November 2018, DUET, Gazipur, Bangladesh. Available: https://ieeexplore.ieee.org/document/8642983
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), 21-22 September, 2018, Sylhet, Bangladesh https://ieeexplore.ieee.org/document/8554838
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), 8-9 February 2018, Rajshahi, Bangladesh. Available: https://ieeexplore.ieee.org/document/8465493/
Priyanka Basak Tumpa, Sabina Yeasmin, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Abdulla Al Mamun, An Improved Extractive Summarization Technique for Bengali Text(s), IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), 8-9 February 2018, Rajshahi, Bangladesh. Available: https://ieeexplore.ieee.org/document/8465609/
Sumya Akter, Aysa Siddika Asa, Md. Palash Uddin, Md. Delowar Hossain, Shikhor Kumer Roy, Masud Ibn Afjal, An extractive text summarization technique for Bengali document(s) using K-means clustering algorithm, IEEE International Conference on Imaging, Vision & Pattern Recognition (icIVPR), February 13-14, 2017, Dhaka, Bangladesh. Available: http://ieeexplore.ieee.org/document/7890883/
Md. Abu Marjan, Md. Palash Uddin, Masud Ibn Afjal and Md. Dulal Haque, Developing an Efficient Algorithm for Representation and Compression of Large Bengali Text, 9th IEEE International Forum on Strategic Technology, October 21-23, 2014, CUET, Bangladesh. Available: http://ieeexplore.ieee.org/document/6991063/
Book Chapter
Bari MH, Ahmed T, Afjal MI, Nitu AM, Uddin MP, and Marjan MA. 2022. Effective Feature Extraction via Folded-Sparse-PCA for Hyperspectral Image Classification. In: Machine Intelligence and Emerging Technologies (Ed. Satu MS, Moni MA, Kaiser MS, and Arefin MS). Springer Nature, Singapore, pp. 538–549.
Read MoreRahman MM, Ahmed S, Haque MS, Marjan MA, Afjal MI, and Uddin MP. 2022. Segmented-Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification. In: Machine Intelligence and Emerging Technologies (Ed. Satu MS, Moni MA, Kaiser MS, and Arefin MS). Springer Nature, Singapore, pp. 524–537.
Read MoreAhmed S, Rahman MM, Haque MS, Marjan MA, Uddin MP, and Afjal MI. 2022. Segmented-Incremental-PCA for Hyperspectral Image Classification. In: Machine Intelligence and Emerging Technologies (Ed. Satu MS, Moni MA, Kaiser MS, and Arefin MS). Springer Nature, Singapore, pp. 550–563.
Read MoreAhmed T, Bari MH, Afjal MI, Nitu AM, Uddin MP, and Marjan MA. 2023. Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification. In: Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering (Ed. Kaiser MS, Waheed S, Bandyopadhyay A, Mahmud M, and Ray K). Springer Nature, Singapore, pp. 37-48.
Read MoreBaby MB, Ankhari B, Shajalal M, Atabuzzaman M, Rabbi MF, and Afjal MI, 2023. Identifying Duplicate Questions Leveraging Recurrent Neural Network. In: Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering (Ed. Kaiser MS, Waheed S, Bandyopadhyay A, Mahmud M, and Ray K). Springer Nature, Singapore, pp. 331–341.
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Awards and SCHOLARSHIPS
- Bangabandhu Science and Technology Fellowship (PhD Local Fellow)
Funded by: Bangabandhu Science and Technology Fellowship Trust, Ministry of Science and Technology. Bangladesh
- CSE Dean's List Award ( 2 times )
Funded by: HSTU, Dinajpur
PROJECTS
- An Efficient Masked Face Recognition System
Funded by: Ministry of Science and Technology, Government of Bangladesh
Position: Co-Investigator
Description: We propose an extended VGG19 deep model to improve the accuracy of the masked face recognition system.
- Land Use and Land Cover Change Estimation from 1971 to 2021 in the Northern Area of Bangladesh by using Landsat Satellite Data.
Funded by: IRT, HSTU
Position: Principal Investigator (PI)
Description: LULCC estimation from 1971 to 2021 in the Northern Area of Bangladesh.
- Effective Lossless Compression for Medical Image Sequences using Hybrid Prediction.
Funded by: IRT, HSTU
Position: Principal Investigator (PI)
Description: Lossless Compression for Medical Image Sequences
- Improved LSB water marking technique using one dimensional logistic map and AES encryption algorithm
Funded by: IRT, HSTU
Position: Principal Investigator (PI)
Description: Research Project in information security domain based on LSB water marking, 1D logistic map and AES encryption algorithm.
- Capability enrichment of existing wired and wireless network infrastructure at HSTU campus (CPSF:2254)
Funded by: The World Bank and UGC Bangladesh
Position: Deputy Sub Project Manager (DSPM)
Description: HEQEP Window-3, CPSF-2254 To enrich existing campus network
SOCIAL NETWORK
- ResearchGate Profile
- Google Scholar Profile
URL: https://scholar.google.com/citations?user=XslNFD4AAAAJ&hl=en