Bangladesh Army University of Engineering & Technology
Department of Computer Science and Engineering
Department of Computer Science and Engineering
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Important Notice:
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Professor & Adjunct Faculty
Dept. of CSE
Ali.Hossain@cse.ruet.ac.bd
8801959600498
Doctor of Philosophy (PhD) in CSEUniversity of New South Wales (UNSW) Canberra, Australia
Degree awarded in 2014
BSc in Computer Science & Engineering
Rajshahi University of Engineering & Technology
Degree awarded in 2008
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Md. Palash Uddin, Md. Al Mamun, and Md. Ali Hossain | PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification | IETE Technical Review, Taylor & Francis | 2020 | Journal |
| 2 | Sadia Zaman Mishu, Boshir Ahmed, Md. Ali Hossain, and Md. Palash Uddin | Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification [Accepted] | International Journal of Remote Sensing, 2020, Taylor & Francis | 2020 | Journal |
| 3 | Asif Ahmmed Joy, Md. Al Mehedi Hasan, and Md. Ali Hossain | A comparison of supervised and unsupervised dimension reduction methods for hyperspectral image classification | International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET | 2019 | Conference |
| 4 | M. S. Islam, M. A. Hossain and D. M. A. Mamun | An Improved Approach for Underwater Image Enhancement Through Color Correction, Contrast Synthesis and Dehazing | International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) | 2019 | Conference |
| 5 | Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain | Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification | International Journal of Remote Sensing, Taylor & Francis, vol. 40, no. 18, pp. 7190-7220 | 2019 | Journal |
| 6 | Md. Ali Hossain, Subir Sarker, and Md. Rabiul Islam | Optimized subspace selection based on dominant band detection from hyperspectral images | Journal of Engineering and Applied Science (JEAS), RUET, pp. 1-11 | 2019 | Journal |
| 7 | Abu Sayeed, Md. Ali Hossain and Md. Rabiul Islam | A comparative analysis on the task of classification for remote sensing hyperspectral data | Journal of Engineering and Applied Science (JEAS), RUET | 2019 | Journal |
| 8 | Md. Rashedul Islam, Boshir Ahmed and Md. Ali Hossain | Feature reduction based on segmented principal component analysis for hyperspectral images classification | International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh | 2019 | Conference |
| 9 | S. M. M. Hasan, M. A. Mamun, M. P. Uddin and M. A. Hossain | Comparative analysis of classification approaches for heart disease prediction | International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) | 2018 | Conference |
| 10 | M. R. Mahmud, M. A. Mamun, M. A. Hossain and M. P. Uddin, | Comparative analysis of K-means and bisecting K-means algorithms for brain tumor detection | International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) | 2018 | Conference |
| 11 | 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 | International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) | 2018 | Conference |
| 12 | Md. Tanvir Ahmed, Md. Ali. Hossain, and Md. Al Mamun | Target class oriented subspace detection for effective hyperspectral image classification | 4th International Conference on Electrical Engineering and Information &Communication Technology (iCEEiCT), pp. 381-384 | 2018 | Conference |
| 13 | Sadia Zaman Mishu, Md. Ali Hossain, Boshir Ahmed | Hybrid sub-space detection technique for effective hyperspectral image classification | International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), pp. 1-4 | 2018 | Conference |
| 14 | Md. Rashedul Islam, Md. Ali Hossain and Boshir Ahmed | Improved Subspace Detection based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification | International Joint Conference on Computational Intelligence (IJCCI), Springer Singapore, pp. 631—641 | 2018 | Conference |
| 15 | Md. Ali Hossain, Boshir Ahmed, Suhrid Shakhar Ghosh and Md. Nazrul Islam Mondal | Effective subspace detection based on cross cumulative residual entropy for hyperspectral image classification | International Conference on Electrical Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 548-551 | 2017 | Conference |
| 16 | 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), CUET, Bangladesh, pp. 544-547 | 2017 | Conference |
| 17 | Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal, and Mumu Aktar | Satellite image compression using integer wavelet regression | IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 438-442 | 2017 | Conference |
| 18 | Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain | Segmented FPCA for hyperspectral image classification | 3rd International Conference on Electrical Information and Communication Technology (EICT), KUET, Bangladesh, pp. 1-6 | 2017 | Conference |
| 19 | Shyla Afroge and Boshir Ahmed, Md. Ali Hossain | Bangla optical character recognition through segmentation using curvature distance and multilayer perceptron algorithm | IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 253-257 | 2017 | Conference |
| 20 | Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain | Feature extraction for hyperspectral image classification | IEEE Region 10 Humanitarian Technology Conference (R10HTC), BUET, Bangladesh, pp. 379-382 [est Paper Award, Citation: 1] | 2017 | Conference |
| 21 | Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain | Improved feature extraction using segmented FPCA for hyperspectral image classification | 2nd International Conference on Electrical & Electronic Engineering (ICEEE), pp. 1-4 | 2017 | Conference |
| 22 | Md. Asifur Rahman, Boshir Ahmed, Md. Ali Hossian, and Md. Nazrul Islam Mondal | An adaptive background modeling based on modified running gaussian average method | International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 524-527 | 2017 | Conference |
| 23 | Md. Sabbir Ejaz, Dr. Md. Ali Hossain, Abdul Matin, Md. Tanvir Ahmed | Performance comparison of partition based clustering algorithms on iris image preprocessing | 2nd International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Bangladesh | 2017 | Conference |
| 24 | Mumu Aktar, Md. Al Mamun, and Md. Ali Hossain | Statistical similarity based change detection for multitemporal remote sensing images | Journal of Electrical and Computer Engineering, vol. 2017, Article ID 3123967 | 2017 | Journal |
| 25 | Ahmed Salman Tariq, Ruhul Amin, Md. Nazrul Islam Mondal and Md. Ali Hossain | Faster implementation of Booth’s algorithm using FPGA | 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), RUET, Bangladesh | 2016 | Conference |
| 26 | M. Aktar, M. A. Mamun, M. A. Hossain and M. S. R. Shuvo | Weighted normalized mutual information based change detection in remote sensing images | 19th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh | 2016 | Conference |
| 27 | M. A. Hossain, X. Jia and J. A. Benediktsson | One-class oriented feature selection and classification of heterogeneous remote sensing images | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 4, pp. 1606-1612 | 2016 | Journal |
| 28 | 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, pp. 130-133 [Best Paper Award] | 2015 | Conference |
| 29 | Mumu Aktar, M. Al Mamun, Md. Shamimur Rahman Shuvo and Md. Ali Hossain | Histogram based water quality assessment in satellite images | International Conference on Computer and Information Engineering (ICCIE), Rajshahi, pp. 95-98 | 2015 | Conference |
| 30 | M. A. Mamun, X. Jia and M. A. Hossain | Reconstruction of satellite images by multi-temporal gradient based sequential prediction | IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Quebec, Canada, pp. 1616-1618 | 2015 | Conference |
| 31 | M. A. Hossain, X. Jia and M. Pickering | Subspace detection using a mutual-information measure for hyperspectral image classification | IEEE Geoscience and Remote Sensing Letters, vol. 11, no. 2, pp. 424-428 | 2014 | Journal |
| 32 | Md. Ali Hossain, Xiuping Jia and Mark Pickering | Incorporating spatial properties in subspace detection | IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Melbourne, Australia, pp. 3986-3989 | 2013 | Conference |
| 33 | Md. Ali. Hossain, Xuiping Jia and Mark Pickering | Subspace detection based on the combination of nonlinear feature extraction and feature selection | IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Florida, USA, [Citation: 1] | 2013 | Conference |
| 34 | Md. Ali Hossain, Xiuping Jia and Mark Pickering | Improved feature selection based on a mutual information measure for hyperspectral image classification | IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, pp. 3058-3061, [Citation: 2] | 2012 | Conference |
| 35 | Md. Ali Hossain, Mark Pickering, Xiuping Jia | Feature reduction based on a combination of mutual information and principal component analysis for hyperspectral image classification | 11th Australian Space Science Conference, Canberra, Australia, pp. 191-199 | 2011 | Conference |
| 36 | Md. Ali Hossain, Mark Pickering and, Xiuping Jia | Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification | IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, Canada, pp. 1720-1723 | 2011 | Conference |
| 37 | Md. Ali Hossain, Boshir Ahmed, and Md. Ariful Islam | Automatic Extractions of Road Intersections from Satellite Imagery in Urban Areas | 6th International Conference on Electrical and Computer Engineering (ICECE), Dhaka, Bangladesh, pp. 686-689 | 2010 | Conference |
