Profile

Dr. Md. Ali Hossain

ডঃ মোঃ আলী হোসেন

Associate Professor

Department of Computer Science & Engineering (CSE), RUET

Phone: +8801959-600498

Email: ali.ruet@gmail.com

Website: Personal Website

Field of Research
  •  Image Classification
  •  Feature Extraction
  •  Machine Learning
  •  Hyperspectral Image Analysis
  •  Remote Sensing Technology
ResearchGate Profile Google Scholar Citations
  •  First Joined: 23rd Jun, 2008
  •      Dept. of Computer Science & Engineering

Position

Education

Book / Book Chapter
0
Journal Articles
8
Conference Papers
29
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
  •  Most Outstanding PhD Thesis Award from University of New South Wales (UNSw), Australia 2014. [The Stephen Frester Prize] 2014
  •  High Impact Journal Publication award from University of New South Wales, Australia, 2013
  •  Received Travel Grants for the research article published in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Canada, 2011
  •  Best paper award from IEEE Region 10 Humanitarian Technology Conference (R10HTC)
  •  Best Paper Award IEEE 2015 International Conference on Computer and Information Engineering (ICCIE)
  •  University Gold Medal from President (Chancellor) Peoples Republic of Bangladesh, 2008
Phd Students
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Masters Students
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Undergraduate Students
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