Books (1)
- 1. Md. Ali Hossain; "Subspace Detection Approaches for Hypespectral Image Classification", University of New South Wales Canberra, Australia, 2014
Journal Articles (11)
- 1. Sanchita Rani Das, Md. Al Mamun and Md. Ali Hossain; "Temporal Gradient based Satellite Image Compression", International Journal of Computer Applications (IJCA), vol. 174, no. 20, pp. 38-21, Feb. 2021, 2021
- 2. 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
- 3. 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", International Journal of Remote Sensing, 2020, Taylor & Francis, 2020
- 4. Rashedul Islam and Boshir Ahmed and Ali Hossain; "Feature reduction of hyperspectral image for classification", Journal of Spatial Science, Taylor & Francis, vol. 0, no. 0, pp. 1-21, 2020. [doi = {10.1080/14498596.2020.1770137}], [Q2: 2019, SCI Index, H Index: 25], 2019
- 5. Md. 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), Taylor & Francis, vol. 21, pp. 286-32, 2021 [2019 IF= 2.976, H index: 174, SCIE, Q1, Citation: 5], 2019
- 6. 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
- 7. 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
- 8. 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
- 9. 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
- 10. 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
- 11. 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
Conference Papers (32)
- 1. U. A. Md. Ehsan Ali, and Md. Ali Hossain; "Feature Subspace Detection for Hyperspectral Images Classification using Segmented Principal Component Analysis and F-score", IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh, 2020
- 2. Md. Moazzem Hossain, Md. Ali Hossain; "Feature Reduction Based on the Fusion of Spectral and Spatial Transformation for Hyperspectral Image Classification", IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh., 2020
- 3. Abu Sayeed, Abdul Alim, Md. Ali Hossain; "Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy", IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh., 2020
- 4. 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
- 5. 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
- 6. 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
- 7. 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
- 8. 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
- 9. 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
- 10. 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
- 11. 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
- 12. 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
- 13. 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
- 14. 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
- 15. 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
- 16. 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
- 17. 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
- 18. 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
- 19. 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
- 20. 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
- 21. 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
- 22. 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
- 23. 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
- 24. 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
- 25. 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
- 26. 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
- 27. 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
- 28. 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
- 29. 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
- 30. 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
- 31. 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
- 32. 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