Rajshahi University of Engineering and Technology, Rajshahi.

Hajee Mohammad Danesh Science and Technology University, Dinajpur.

Dinajpur Govt. College, Dinajpur.

Police Line High School, Dinajpur.

September 01, 2022 to Present

September 01, 2017 to August 31, 2022

September 01, 2014 to August 31, 2017

May 20, 2014 to August 31, 2014

May 01, 2014 to May 20, 2014

March 01, 2014 to April 30, 2014

Md Touhid Islam, Md Rashedul Islam, Md Palash Uddin, and Anwaar Ulhaq, "A Deep Learning-based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling", Remote Sensing, DOI: https://doi.org/10.3390/rs15143532( July 12,  2023, IF= 5.0, Cite Score=7.4, Q1)

Md. Rashedul Islam, Md. Touhid Islam, and Md Palash Uddin "Improving Hyperspectral Image Classification through Spectral-Spatial Feature Reduction with a Hybrid Approach and Deep Learning" Journal of Spatial Science, June 2023. DOI: https://doi.org/10.1080/14498596.2023.2227948 (Scopus, Thomson Reuters, IF: 1.981).

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) 

Md Rashedul Islam, Boshir Ahmed, Md Ali Hossain, and Md Palash Uddin. 2023. "Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification" Sensors 23, no. 2: 657. https://doi.org/10.3390/s23020657 ( 2023 IF= 3.847, Scopus, Q1)

A. Siddiqa, Md. Rashedul Islam. Masud Afjal, "Spectral Segmentation based Dimension Reduction for Hyperspectral Image Classification." Journal of Spatial Science, May 2022.  Article DOI: https://www.tandfonline.com/doi/full/10.1080/14498596.2022.2074902  (Scopus, Thomson Reuters, IF: 1.981, Q1).

Md. Rashedul. Islam, T. R. Tanni, S. Parvin, M. J. Sultana, and A. Siddiqa, (2020) “A Modified LSB Image Steganography Method Using Filtering Algorithm and Stream of Password”, Information Security Journal: A Global Perspective. DOI:  https://doi.org/10.1080/19393555.2020.1854902 (ESCI, Scopus, IF: 1.71, Q2). 

Md. Rashedul Islam, Boshir Ahmed & Ali Hossain  Feature reduction of hyperspectral image for classification, Journal of Spatial Science, 67:2, 331-351, May 2020. 

DOI: https://doi.org/10.1080/14498596.2020.1770137 (Scopus, Thomson Reuters, IF: 1.981, Q1). 

Zareen Binta Zakaria and Md. Rashedul Islam. Hybrid 3DNet: Hyperspectral Image Classification with Spectral-spatial Dimension Reduction using 3D CNN. International Journal of Computer Applications 184(23):6-11, July 2022.

Md. Rashedul Islam, Ayasha Siddiqa, Nafisa Tasnim, "An Efficient Dimensionality Reduction Method for the Classification of Satellite Remote Sensing Hyperspectral Images" International Journal of Computer Applications, Volume 183 – No. 14, July 2021, DOI: http://dx.doi.org/10.5120/ijca2021921458

Sharmin 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

Popi 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

Shikhor 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.

M. Sohrawordi, M. M. Hossen, M. P. Uddin, A. M. Nitu, and M. R. Islam, "Android-based Walking Assistant for Blind and Low-vision People Suggesting the Shortest Path using Floyd-Warshall Algorithm," Journal of Innovation & Development Strategy, vol. 9, issue. 2, pp. 62-69, 2015.

Md. Nadim, S.M Motakabber Billah, Md. Shahnoor Alam, Ashis Kumar Mandal, Md. Palash Uddin and Md. Rashedul Islam, "Cross-user Source-based Data Deduplication in Distributed System without Violating Data Privacy of Individual User," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 3, issue. 6, 2014.

Md. Rashedul Islam, Md. Touhid Islam, and Md. Sohrawordi, “Selective HybridNET: Spectral-Spatial Dimensionality Reduction for HSI Classification”, 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE 2023), February 23-25, 2023, Chittagong, Bangladesh. 

Md. Rashedul Islam, Dr. Boshir Ahmed, “Spectral–Spatial Dimensionality Reduction for Hyperspectral Image Classification” International Conference on Computer and Information Technology (ICCIT), December 17-19, 2022, Cox’s Bazar, Bangladesh.

Md. Touhid Islam, Mohadeb Kumar, Md. Rashedul Islam, Md. Sohrawordi, “Subgrouping-Based NMF with Imbalanced Class Handling for Hyperspectral Image Classification”, International Conference on Computer and Information Technology (ICCIT), December 17-19, 2022, Cox’s Bazar, Bangladesh.

Md. Touhid Islam, Mohadeb Kumar, Md. Rashedul Islam, Md. Sohrawordi, “Spectral-Spatial Feature Reduction for Hyperspectral Image Classification with Optimized Technique Series,” 12th International Conference on Electrical and Computer Engineering (ICECE), December 21-23, 2022, Dhaka, Bangladesh.

Md. Touhid Islam, Mohadeb Kumar, Md. Rashedul Islam. “MC-NET: Spectral-Spatial Feature Reduction for Hyperspectral Image Classification with Optimized Technique Series”, 4th International Conference on Electrical, Computer & Telecommunication Engineering(ICECTE), December 29-31, 2022, Rajshahi, Bangladesh. 

A. Siddiqa, M. Ibn Afzal, M. R. Islam and A. Mahjabin Nitu, "Spectral Subset Detection for Hyperspectral Image Classification," 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), 2019, pp. 1-6, doi: 10.1109/ICIET48527.2019.9290596.

U. A. M. E. Ali, M. A. Hossain and M. R. Islam, "Analysis of PCA Based Feature Extraction Methods for Classification of Hyperspectral Image," 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), 2019, pp. 1-6, doi: 10.1109/ICIET48527.2019.9290629.

Md. Rashedul Islam, Boshir Ahmed and Md. Ali Hossain, "Feature Reduction Based on Segmented Principal Component Analysis for Hyperspectral Images Classification," 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019, pp. 1-6, doi: 10.1109/ECACE.2019.8679394.

Md. Rashedul Islam, Ayasha Siddiqa, Md. Palash Uddin, Ashis Kumar Mandal and Md. Delowar Hossain, "An efficient filtering based approach improving LSB image steganography using status bit along with AES cryptography," 2014 International Conference on Informatics, Electronics & Vision (ICIEV), 2014, pp. 1-6, doi: 10.1109/ICIEV.2014.6850714.

Md. Touhid Islam, Mohadeb Kumar, Md. Rashedul Islam, “Hybrid-2D NET: Spectral-Spatial Feature Reduction for Hyperspectral Image Classification”, In: Satu, M.S., Moni, M.A., Kaiser, M.S., Arefin, M.S. (eds) Machine Intelligence and Emerging Technologies. MIET 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 491. Springer, Cham. https://doi.org/10.1007/978-3-031-34622-4_45

Rashedul Islam M., Ali Hossain M., Ahmed B. (2020) Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-13-7564-4_53

Funded by: Institute of Research and Training (IRT), HSTU-Dinajpur.

Position: Principal Investigator (PI)

Description: (Fiscal Year 2022-2023)

Funded by: Institute of Research and Training (IRT), HSTU-Dinajpur.

Position: Principal Investigator (PI)

Description: (Fiscal Year 2021-2022)

Funded by: IRT, HSTU

Position: Co PI

Description: Research Project in information security domain based on LSB water marking, 1D logistic map and AES encryption algorithm.

Funded by: IRT, HSTU.

Position: Principal Investigator (PI)

Description: (Fiscal Year 2020-2021)

URL: https://www.facebook.com/rashedulhstu

URL: https://www.researchgate.net/profile/Rashedul-Islam-3