- Digital Image Processing
-
Introduction to DIP
khademul.cse@ru.ac.bd
Room# 121, Fourth Science Building, University of Rajshahi, Rajshahi, Bangladesh Tel: +88-0721-711103
Md. Khademul Islam Molla, PhD
PROFESSOR
Computer Science & Engineering
- Education Summary
- MSc (SUST), PhD (Tokyo Univ), Postdoc (Tokyo Univ), Postdoc (Univ of Alberta)
- Research Interest
- Signal processing, Brain computer interface (BCI), Biomedical engineering, Machine learning
| Level | Institution | Year |
|---|---|---|
| Doctoral (PhD) |
Department of Frontier Informatics, University of Tokyo, Tokyo, Japan | 2006 |
| Masters (MSc) |
Department of Electronics and Computer Science, Shahjalal University of Science and Technology, Sylhet, Bangladesh | 1997 |
| Bachelor/Honors (BSc (Hons)) |
Department of Electronics and Computer Science, Shahjalal University of Science and Technology, Sylhet, Bangladesh | 1995 |
Experience in Rajshahi University
| Duration | Organization/Institute | Position |
|---|---|---|
| 2012-05-10 to | Department of Computer Science and Engineering | PROFESSOR |
| 2006-08-12 to 2012-05-09 | Department of Computer Science & Engineering | ASSOCIATE PROFESSOR |
| 2000-09-19 to 2006-08-11 | Department of Computer Science and Technology | ASSISTANT PROFESSOR |
| 1998-06-08 to 2000-09-18 | Department of Computer Science and Technology | LECTURER |
Experience in other Organization/Institute
| Duration | Organization/Institute | Position |
|---|---|---|
| 2023-03-16 to 2023-04-17 | Tokyo University of Agriculture and Technology, Tokyo, Japan | Visiting Researcher |
| 2020-01-19 to 2020-03-03 | Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan | Invited Research Scholar |
| 2019-05-24 to 2019-07-12 | Tokyo University of Agriculture and Technology, Tokyo, Japan | Visiting Professor (Research) |
| 2018-05-15 to 2018-06-10 | Kyushu Institute of Technology, Kyushu, Fukuoka, Japan | Visiting Professor |
| 2016-04-17 to 2016-06-15 | Tokyo University of Agriculture and Technology, Tokyo, Japan | Visiting Professor |
| 2015-01-23 to 2015-03-26 | The University of Tokyo, Tokyo, Japan | Visiting Researcher |
| 2014-08-01 to 2014-09-30 | Tokyo University of Agriculture and Technology, Tokyo, Japan | Visiting Professor |
| 2013-01-10 to 2013-07-15 | The University of Tokyo, Tokyo, Japan | Visiting Scientist |
| 2012-07-15 to 2012-09-14 | The University of Tokyo, Tokyo, Japan | Invited Researcher |
| 2012-01-12 to 2012-06-07 | Department of Computer Science, King Khalid University, Saudi Arabia | Associate Professor |
| 2010-11-11 to 2011-10-12 | University of Alberta, Edmonton, Alberta, Canada | Postdoctoral Researcher |
| 2010-04-16 to 2010-06-15 | The University of Tokyo, Tokyo, Japan | Invited Researcher |
| 2009-05-23 to 2009-06-13 | Tokyo University of Agriculture and Tech., Tokyo, Japan | Guest Researcher |
| 2006-09-25 to 2008-09-24 | The University of Tokyo, Tokyo, Japan | Postdoctoral Researcher |
| 1997-09-18 to 1998-06-07 | Department of Electronics and Computer Science, Shahjalal University of Science and Technology, Sylhet, Bangladesh | Lecturer |
Book Chapter
| 1. |
M. K. I. Molla, A. T. M. J. Alam, M. Akter, A. R. S. A. Siddique
"Analysis of Inter-annual Climate Variability Using Discrete Wavelet Transform"
Computational Intelligence Techniques in Earth and Environmental Sciences, Springer, pp:155-171, Jan, 2014.
Published: January 2014
|
| 2. |
M. K. I. Molla, K Hirose and N Minematsu
"Separation of Mixed Audio Signals by Source Localization and Binary Masking with Hilbert Spectrum”, Independent Component Analysis and Blind Source Separation"
Lecture Notes in Computer Science, Vol. 3889/2006, pp: 641-648 March, 2006.
Published: March 2006
|
| 3. |
M. K. I. Molla, K H Talukder and M A Hossain
"Line Chart Recognition and Data Extraction Technique"
Lecture Notes in Computer Science (LNCS-2690), Springer-Verlag, pp. 865-870, March, 2003.
Published: March 2003
|
Journal
| 1. |
M. K. I. Molla, S. Ahamed, A. M. M. Almassri and H. Wagatsuma
"Classification of Motor Imagery Using Trial Extension in Spatial Domain with Rhythmic Components of EEG"
Mathematics, 11(17).
Published: September 2023
|
| 2. |
M. M. Alom, M. O. Faruqe, M. K. I. Molla and M. M. Rahman
"Exploring Prognostic Biomarkers of Acute Myeloid Leukemia to Determine Its Most Effective Drugs from the FDA-Approved List through Molecular Docking and Dynamic Simulation"
BioMed Research International, vol. 2023
Published: June 2023
|
| 3. |
M. H. Kabir, S. Mahmood, A. A. Shiam, A. S. M. Miah, J. Shin and M. K. I. Molla
"Investigating Feature Selection Techniques to Enhance the Performance of EEG- Based Motor Imagery Tasks Classification"
Mathematics (Special Issue Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications II)
Published: April 2023
|
| 4. |
I. Farhana, J. Shin, S. Mahmood, M. R. Islam and M. K. I. Molla
"Emotion Recognition using Narrowband Spatial Features of Electroencephalography"
IEEE Access, vol. 11, pp:44019-44033
Published: April 2023
|
| 5. |
K. M. Hassan, M. R. Islam, T. T. Nguyen and M. K. I. Molla
"Epileptic seizure detection in EEG using mutual information-based best individual feature selection"
Expert Systems with Applications
Published: January 2022
|
| 6. |
S. Mahmood, J. Shin, I. Farhana, M. R. Islam and M. K. I. Molla
"Frequency Recognition of Short-Time SSVEP Signal Using CORRCA-Based Spatio-Spectral Feature Fusion Framework"
IEEE Access, Vol. 9, pp: 167744-167755
Published: December 2021
|
| 7. |
M. J. Ferdous, M. S. Ali, M. E. Hamid and M. K. I. Molla
"Sub-band selection approach to artifact suppression from electroencephalography signal using hybrid wavelet transform"
International Journal of Advanced Robotic Systems, Jan-Feb 2021
Published: February 2021
|
| 8. |
M. K. I. Molla, S. K. Saha, S. Yasmin, M. R. Islam, J. Shin
"Trial Regeneration with Subband Signals for Motor Imagery Classification in BCI Paradigm"
IEEE Access, Vol. 9, pp: 7632-7642
Published: December 2020
|
| 9. |
M. S. Akter, M. R. Islam, T. Tanaka, Y. Iimura, T. Mitsuhashi, H. Sugano, D. Wang, and M. K I. Molla
"Statistical features in high-frequency bands of interictal iEEG work efficiently in identifying the seizure onset zone in patients with focal epilepsy"
Entropy, vol. 22, Issue 1415
Published: November 2020
|
| 10. |
M. K. I. Molla, K. M. Hassan, M. R. Islam and T. Tanaka
"Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography"
Sensors, 20(16), 4639; pp: 1-23
Published: August 2020
|
| 11. |
M. K. I. Molla, A. A. Shiam, M. R. Islam and T. Tanaka
"Discriminative Feature Selection Based Motor Imagery Classification Using EEG Signal"
IEEE Access, Vol. 8, pp: 98255-98265
Published: May 2020
|
| 12. |
R. Hasda, M. F. Rahaman, C. S. Jahan, M. K. I. Molla and Q. H. Mazumder
"Climatic data analysis for groundwater level simulation in drought prone Barind Tract, Bangladesh: Modelling approach using artificial neural network"
Groundwater for Sustainable Development, Vol. 10, Issue 2020
Published: February 2020
|
| 13. |
M. S. Ali, J. Ferdous, M. E. Hamid and M. K. I. Molla
"A Novel Features Selection Approach with Common Spatial Pattern for EEG Based Brain–Computer Interface Implementation"
IETE Journal of Research, DOI: 10.1080/03772063.2019.1670106
Published: October 2019
|
| 14. |
M. K. I. Molla, N. Morikawa, M. R. Islam and T. Tanaka
"Data-adaptive Spatiotemporal ERP Cleaning for Single-trial BCI Implementation"
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 26, Issue 7, pp:1334 - 1344
Published: June 2018
|
| 15. |
M. R. Islam, T. Tanaka and M. K. I. Molla
"Multiband Tangent Space Mapping and Feature Selection for Classification of EEG during Motor Imagery"
Journal of Neural Engineering, Vol. 15, No. 4
Published: May 2018
|
| 16. |
M. A. M. Hasan, S. Ahmad and M. K. I. Molla
"iMulti-HumPhos: a multi-label classifier for identifying human phosphorylated proteins using multiple kernel learning based support vector machines"
Molecular BioSystems
Published: June 2017
|
| 17. |
M. A. M. Hasan, S. Ahmad and M. K. I. Molla
"Protein subcellular localization prediction using multiple kernel learning based support vector machine"
Analytical Biochemistry
Published: April 2017
|
| 18. |
M. A. M. Hasan, S. Ahmad and M. K. I. Molla
"Protein Subcellular Localization Prediction using Support Vector Machine with the Choice of Proper Kernel"
BioTechnologia, Journal of Biotechnology, Computational Biology and Bionanotechnology
Published: April 2017
|
| 19. |
M. A. M. Hasan, J. Li, S. Ahmad, M. K. I. Molla
"predCar-site: Carbonylation sites prediction in proteins using support vector machine with resolving data imbalanced issue"
Analytical Biochemistry
Published: March 2017
|
| 20. |
M. R. Islam, M. K. I. Molla, M. Nakanishi and T. Tanaka
"Unsupervised frequency-recognition method of SSVEPs using a flter bank implementation of binary subband CCA"
Journal of Neural Engineering, Vol. 14, No. 2
Published: January 2017
|
| 21. |
M. S. Islam, M. R. Islam, M. A. Hossain, A. Ferworn and M. K. I. Molla
"Subband entropy-based features for clothing invariant human gait recognition"
Advanced Robotics, Vol. 2017, pp:1-12
Published: December 2016
|
| 22. |
M. A. Hasan, M. Nasser, S. Ahmad, M. K. I. Molla
"Feature Selection for Intrusion Detection Using Random Forest"
Journal of Information Security, Vol. 7, pp: 129-140
Published: April 2016
|
| 23. |
P. R. Ghosh, K. Hirose and M. K. I. Molla
"Spectral Analysis of Audio Signals with Noise Assisted Empirical Mode Decomposition"
Int. Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 8, No. 4, pp. 73-88, April, 2015
Published: April 2015
|
| 24. |
M. E. Hamid, M. K. I. Molla, M. I. A. Khan and T Nakai
"Speech Enhancement Using Hilbert Spectrum and Wavelet Packet Based Soft-Thresholding"
Science Journal of Circuits, Systems and Signal Processing, Volume 4, Issue 1, pp: 1-8
Published: February 2015
|
| 25. |
M. K. I. Molla, K. Hirose and M. K. Hasan
"Voiced/non-voiced speech classification using adaptive thresholding with bivariate EMD"
Pattern Analysis and Applications, Jan, 2015
Published: January 2015
|
| 26. |
E. Deger, M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"Subband DCT and EMD Based Hybrid Soft Thresholding for Speech Enhancement"
Advances in Acoustics and Vibration, Volume 2014, pp. 1-11, May, 2014
Published: May 2014
|
| 27. |
M. K. I. Molla, S. Das, M. E. Hamid and K. Hirose
"Empirical Mode Decomposition for Advanced Speech Signal Processing"
Journal of Signal Processing, Vol. 17, No. 6, pp: 215-229, Nov, 2013
Published: November 2013
|
| 28. |
M. E. Hamid, M. K. I. Molla, X. Dang and T. Nakai
"Single Channel Speech Enhancement Using Adaptive Soft-Thresholding with Bivariate EMD"
ISRN Signal Processing, Vol. 2013, Jul, 2013
Published: July 2013
|
| 29. |
M. R. Al-Mahfuz, M. R. Islam, K. Hirose and M. K. I. Molla
"Artifact Suppression and Analysis of Brain Activities with EEG Signals"
Neural Regeneration Research, Vol. 8, no. 16, pp. 1500-1513, Jun, 2013
Published: June 2013
|
| 30. |
M. R. Islam, S. Das, K. Hirose and M. K. I. Molla
"Analysis of ECG signals using data adaptive time domain filtering for cardiovascular disease diagnosis"
Advances in Adaptive Data Analysis, Vol. 4, Aug, 2012
Published: August 2012
|
| 31. |
M. E. Hamid, S. Das, K. Hirose and M. K. I. Molla
"Speech Enhancement Using EMD Based Adaptive Soft-Thresholding (EMD-ADT)"
Int. Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 5, No. 2, Jun, 2012
Published: June 2012
|
| 32. |
M. K. I. Molla, M. R. Islam, T. Tanaka and T. M. Rutkowski
"Artifact suppression from EEG signals using data adaptive time domain filtering"
Neurocomputing, Vol. 97, pp: 297-308, May, 2012
Published: May 2012
|
| 33. |
M. R. Islam, M. R. Al-Mahfuz and M. K. I. Molla
"Multiband Prediction Model for Financial Time Series with Multivariate Empirical Mode Decomposition"
Discrete Dynamics in Nature and Society, Vol. 2012, Feb, 2012
Published: February 2012
|
| 34. |
S. K. Roy, M. K. I. Molla, K. Hirose and M. K. Hasan
"Harmonic modification and data adaptive filtering based approach to robust pitch estimation"
International Journal of Speech Technology, Vol. 14, pp: 339-349, Aug, 2011
Published: August 2011
|
| 35. |
M. K. I. Molla, P. R. Ghosh and K. Hirose
"Bivariate EMD based data adaptive approach to the analysis of climate variability"
Discrete Dynamics in Nature and Society, Vol. 2011, July, 2011
Published: July 2011
|
| 36. |
M. K. I. Molla, K. Hirose and M. E. Hamid
"Localization Based Beamforming Approach to Audio Source Separation from Binaural Mixtures"
Current Trend in Signal Processing, Vol. 1, Issue 1, pp: 1-9, June, 2011
Published: June 2011
|
| 37. |
M. K. I. Molla, W. Ghribi and M. E. Hamid
"Principal component analysis based dominant features selection method for speaker identification"
Current Trend in Signal Processing, Vol. 1, Issue 1, pp: 10-21, June, 2011
Published: June 2011
|
| 38. |
M. M. A. Shaikh, M. K. I. Molla and K. Hirose
"Automatic life-logging: A novel approach to sense real world activities by environmental sound cues and common sense"
Ubiquitous Computing and Communication Journal, Vol. 6(2), Mar 2011
Published: March 2011
|
| 39. |
S. Das, M. E. Hamid, K. Hirose and M. K. I. Molla
"Single-channel Speech Enhancement by NWNS and EMD"
Signal Processing: An International Journal (SPIJ), Vol. 4, No. 5, pp: 279-291, Jan, 2011
Published: January 2011
|
| 40. |
M. K. I. Molla and K. Hirose
"Hilbert spectrum in time-frequency representation of audio signals considering disjoint orthogonality"
Advances in Adaptive Data Analysis, Vol. 2, No. 3, pp: 313-336, Jun, 2010
Published: June 2010
|
| 41. |
M. K. Hasan, M. S. Apu and M. K. I. Molla
"A robust method for parameter estimation of AR systems using empirical mode decomposition"
Signal, Video and image Processing (SIViP), Vol. 4, No. 4, pp: 451-461, Apr, 2009
Published: April 2009
|
| 42. |
M. K. I. Molla and Keikichi Hirose
"Robust Voiced/Unvoiced Classification of Speech Signals Using Hilbert-Huang Transformation"
Journal of Signal Processing, Vol. 12, No. 6, pp.473-482, Nov, 2008
Published: November 2008
|
| 43. |
S. Biswas, S. Ahmad, M. K. I. Molla, K. Hirose and M. Nasser
"Kolmogorov-Smirnov test in text-dependent automatic speaker identification"
Engineering Letters, Vol. 16 Issue 4, pp. 469-472, Nov, 2008
Published: November 2008
|
| 44. |
M. K. I. Molla, Keikichi Hirose Nobuaki Minematsu
"The Robustness and Applicability of Audio Source Separation from Single Mixtures"
Journal of Acoustics Australia, Vol. 37, pp: 23-27, August, 2008
Published: August 2008
|
| 45. |
M. K. I. Molla and Keikichi Hirose
"Multiband linear prediction of speech signals with adaptive order using empirical mode decomposition"
Journal of Signal Processing, Vol. 11, No. 6, pp: 471-479, November, 2007
Published: November 2007
|
| 46. |
M. K I Molla, A. Sumi and M. S Rahman
"Analysis of Temperature Changes under Global Warming Impact using Empirical Mode Decomposition"
Int. Journal of Information and Communication Engineering, Vol. 3, No. 6, pp.435-443, July, 2007
Published: July 2007
|
| 47. |
M. K. I. Molla and Keikichi Hirose
"Single Mixture Audio Source Separation by Subspace Decomposition of Hilbert Spectrum"
IEEE Transaction on Audio, Speech, and Language Processing, Vol. 15, No. 3, pp: 893-900, March, 2007
Published: March 2007
|
| 48. |
M. K I Molla, M. S Rahman, A. Sumi and P. Banik
"Empirical mode decomposition analysis of climate changes with special reference to rainfall data"
Discrete Dynamics in Nature and Society, Vol. 2006, pp. 1-17, May, 2006
Published: May 2006
|
| 49. |
M. K I Molla, Keikichi Hirose and Nobuaki Minematsu
"Separation of mixed audio signals by decomposing Hilbert spectrum with modified EMD"
IEICE Transaction on Fundamentals of Electronics, Comm. and Computer Science, Vol. E89-A, No. 3, pp. 227-234, March, 2006
Published: March 2006
|
| 50. |
M K I Molla, Keikichi Hirose and Nobuaki Minematsu
"Separation of Speech and Interfering Audio Signals from Single Mixture with Subspace Decomposition"
Journal of Signal Processing, Vol. 9, No. 6, pp. 487-495, November, 2005
Published: November 2005
|
| 51. |
K. H. Talukder, M K I Molla and A S M Arif
"An Analysis of the use of CMC in Synchronized Distance Training for Global Organizations"
Asian Journal of Information Technology, Vol. 4, No.1, pp: 83-87, Sep, 2005
Published: September 2005
|
| 52. |
M A Hossain, D Das, M G Ali and M K I Molla
"Phoneme Based Bangla Text-to-Speech Synthesis System"
The Journal of Rajshahi University Studies, Part B, J. Sci., Bangladesh, Sep, 2005
Published: September 2005
|
| 53. |
M. K I Molla, B. K Pramanik and M. R Khandkar
"The Construction of Microprocessor Controlled Remote Moving Display"
Rajshahi Univ. Stud. Part-B, J. Sci., Vol. 29-2001, pp. 11-17, Aug, 2005
Published: August 2005
|
| 54. |
M. Khurseduzzaman and M K I Molla
"Encryption Technology and Cyberterrorism: How to Combat?"
The Journal of Institute of Bangladesh Studies, Vol. XVII, July Issue, 2004
Published: July 2004
|
| 55. |
S. H Ripon, K H Talukder and M K I Molla
"Modeling Variability for System Families"
Malaysian Journal of Computer Science, Malaysia, Vol. 16, No. 1, pp: 37-46, Mar, 2003
Published: March 2003
|
Conference
| 1. |
K. M. Hassan, M. R. Islam, T. Tanaka and M. K. I. Molla
"Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network"
Proceedings of Cyberworld 2019.
Published: October 2019
|
| 2. |
A. A. Shiam, M. R. Islam, T. Tanaka and M. K. I. Molla
"Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection"
Proceedings of Cyberworld 2019.
Published: October 2019
|
| 3. |
A. A. Shiam, M. K. I. Molla and Md. Rabiul Islam
"Brain Computer Interface Implementation with Short-Time SSVEP"
International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2)
Published: July 2018
|
| 4. |
M. K. I. Molla, Shamima Sultana, Sania Zahan and Sabina Yasmin
"Rhythmic Component Extraction from EEG Signal Using Data Adaptive Multiband Filtering"
International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2)
Published: June 2018
|
| 5. |
Sania Zahan, Md. Ashaduzzaman Milu and M. K. I. Molla
"Rhythmic component retrieval from EOG artifact of electroencephalography signals"
20th International Conference of Computer and Information Technology (ICCIT)
Published: December 2017
|
| 6. |
Abu Saleh Musa Miah, Md. Rabiul Islam and M. K. I. Molla
"Motor imagery classification using subband tangent space mapping"
20th International Conference of Computer and Information Technology (ICCIT) - BEST PAPER AWARD
Published: December 2017
|
| 7. |
Md. Ekramul Hamid and M. K. I. Molla
"A Collelogram based Pitch and Voiced/Unvoiced Classification Method for Real-Time Speech Analysis in Noisy Environment"
4th Asia-Pacific World Congress on Computer Science and Engineering
Published: October 2017
|
| 8. |
M. R. Islam, T. Tanaka, M. S. Akter and M. K. I. Molla
"Classification of Motor Imagery BCI Using Multiband Tangent Space Mapping"
IEEE International Conference on Digital Signal Processing
Published: August 2017
|
| 9. |
M. A. Khan, M. R. Islam and M. K. I. Molla
"Artifact suppression from electroencephalography signals using stationary subspace analysis"
19th International Conference on Computer and Information Technology (ICCIT) - BEST PAPER AWARD
Published: December 2016
|
| 10. |
M. K. I. Molla, M. Qaosar and K. Hirose
"Instantaneous Pitch Estimation of Noisy Speech Signals Using Multivariate SST"
Proc. of IEEE ISCAS, May, 2016
Published: May 2016
|
| 11. |
M. R. Islam, T. Tanaka, M. Nakanishi and M. K. I. Molla
"Frequency recognition of steady-state visual evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals"
Proceedings of IEEE ICASSP, Mar 2016
Published: March 2016
|
| 12. |
M. R. Islam, T. Tanaka, M. K. I. Molla and M. S. Akter
"Frequency Recognition for SSVEP–BCI Using Reference Signals with Dominant Stimulus Frequency"
Proceedings of APSIPA’15, 16-19 Dec, 2015
Published: December 2015
|
| 13. |
M. K. I. Molla, T. Tanaka, T. Osa and M. R. Islam
"EEG Signal Enhancement Using Multivariate Wavelet Transform – Application to single trial classification of event-related potentials"
Proc. of IEEE Int. Conference in Digital Signal Processing, Jul, 2015
Published: July 2015
|
| 14. |
M. R. Islam, T. Tanaka, N. Morikawa and M. K. I. Molla
"Frequency Recognition for SSVEP-Based BCI with Data Adaptive Reference Signals"
Proc. of IEEE Int. Conference in Digital Signal Processing, Jul, 2015
Published: July 2015
|
| 15. |
M. K. I. Molla and K. Hirose
"Audio Classification Using Dominant Spatial Patterns in Time-Frequency Space"
Proc. of Interspeech2013, Aug, 2013
Published: August 2013
|
| 16. |
M. K. I. Molla, T. Tanaka, T. M. Rutkowski and K. Tanaka
"Phase Synchronization Analysis of EEG Channels Using Bivariate Empirical Mode Decomposition"
Proc. of IEEE ICASSP2013, pp. 1182-1186, May, 2013
Published: May 2013
|
| 17. |
M. K. I. Molla, A. T. M. J. Alam, M. Akter, A. R. S. A. Siddique and M. S. Rahman
"Seasonal Cycle Extraction from Climate Signals Using Discrete Wavelet Transform"
Int. Conf. on Statistical Data Mining for Bioinformatics Health Agriculture and Environment
Published: December 2012
|
| 18. |
M. K. I. Molla, T. Tanaka and T. M. Rutkowski
"Multivariate EMD based approach to EOG artifacts separation from EEG"
Proc. of IEEE ICASSP2012
Published: March 2012
|
| 19. |
S. Nilufar, N. Ray, M. K. I. Molla and K. Hirose
"Spectrogram based features selection using multiple kernel learning for speech/music discrimination"
Proc. of IEEE ICASSP2012
Published: March 2012
|
| 20. |
M. K. I. Molla, K. Hirose, S. K. Roy and S. Ahmad
"Adaptive thresholding approach for robust voiced/unvoiced classification"
Proc. of IEEE ISCAS2011, pp: 2409-2412x
Published: May 2011
|
| 21. |
S. K. Roy, M. K. Hasan, K. Hirose and M. K. I. Molla
"Dominant harmonic modification with data adaptive filter based algorithm for robust pitch estimation"
Proc. of IEEE ISCAS2011, pp: 2417-2420
Published: May 2011
|
| 22. |
. Das, M. E. Hamid, K. Hirose and M. K I. Molla
"Single-channel speech enhancement by NWNS and EMD"
Proc. of IEEE ISCAS2011, pp: 2413-2416
Published: May 2011
|
| 23. |
M. R. Islam, S. Ahmad, K. Hirose and M. K. I. Molla
"Data adaptive analysis of ECG signals for cardiovascular disease diagnosis"
Proceedings of IEEE ISCAS
Published: May 2010
|
| 24. |
S. K. Roy, M. K. I. Molla, K. Hirose and M. K. Hasan
"Pitch estimation of noisy speech signals using EMD-Fourier based hybrid algorithm"
Proceedings of IEEE ISCAS
Published: May 2010
|
| 25. |
A. N. K. Zaman, K. M. I. Khalilullah, M. W. Islam and M. K. I. Molla
"A robust digital audio watermarking algorithm using empirical mode decomposition"
Proc. of 23rd Canadian Conf. on Electrical and Computer Engineering, (CCECE'10)
Published: May 2010
|
| 26. |
M. K. I. Molla, T. Tanaka, T. M. Rutkowski and A. Cichocki
"Separation of EOG Artifacts from EEG Signals Using Bivariate EMD"
Proc. of IEEE Int. Conf. on Audio, Speech and Signal Processing (ICASSP)
Published: March 2010
|
| 27. |
M. K. I. Molla, M. A. M. Shaikh, K. Hirose
"Time-frequency representation of audio signals using Hilbert spectrum with efective frequency scaling"
Proc. of 11th Int. Conf. on Computer and Information Technlogy, (ICCIT 08), pp: 335-340
Published: December 2008
|
| 28. |
M. A. M. Shaikh, M. K. I. Molla and K. Hirose
"Automatic life-logging:A novel approach to sense real-world activities by environmental sound cues and common sense"
Proc. of 11th Int. Conf. on Computer and Information Technlogy, (ICCIT 08), pp: 294-299
Published: December 2008
|
| 29. |
Proc. of Asia Pasific Conference on Communication (APCC08), Tokyo, Japan
"Robust Determination of Periodic Correlation of Speech Signals using Empirical Mode Decomposition and Higher-Order Spectra"
M. K. I. Molla, K. Hirose and N. Minematsu
Published: October 2008
|
| 30. |
Z. Alam, Z. Alom, M. K. I. Molla, K. Hirose and A. Sobhan
"OFDM Based Multi-Path Channel Modeling Using Sub-Carrier Frequency Shuffling to Reduce ISI and ICI Effects"
Proc. of Asia Pasific Conference on Communication (APCC08), Tokyo, Japan
Published: October 2008
|
| 31. |
M. Z. Alam, M. Z. Alom, M. K. I. Molla and M. A. Sobhan
"BER analysis of QAM with MRC and SC space diversity in Rayleigh fading channel using log likelihood relation"
Proc. of Asia Pasific Conference on Communication (APCC08), Tokyo, Japan
Published: October 2008
|
| 32. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Robust Voiced/Unvoiced Speech Classification using Empirical Mode Decomposition and Periodic Correlation Model"
Proc. of InterSpeech, Australia
Published: September 2008
|
| 33. |
M. A. M. Shaikh, M. K. I. Molla and Keikichi Hirose
"Assigning Suitable Phrasal Tones and Pitch Accents by Sensing Affective Information from Text to Synthesize Human-like Speech"
Proc. of InterSpeech, Australia
Published: September 2008
|
| 34. |
A. Rebordao, M. K. I. Molla, K. Hirose and N. Minematsu
"ICA suitability for speech denoising with voice activity detection"
Proc. of Int. Conf. on Audio, Language and Image Processing (ICALIP2008)
Published: July 2008
|
| 35. |
M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"A multiband approach for voiced/unvoiced discrimination of speech signals"
Proc. of Nonlinear Circuits and Signal Processing (NCSP2008), pp:323-326
Published: March 2008
|
| 36. |
R. S. A. Siddique, S. Ahmad, K. Hirose and M. K. I. Molla
"Target localization of cerebral arteriovenous malformations using radiographic images"
Proc. of Nonlinear Circuits and Signal Processing (NCSP2008), pp:52-55
Published: March 2008
|
| 37. |
Rebordao, M. K. I. Molla, K. Hirose and N. Minematsu
"An adaptive speech denoising system based on ICA and voice activity detection"
Proc. of Nonlinear Circuits and Signal Processing (NCSP2008), pp:228-231
Published: March 2008
|
| 38. |
E. Deger, M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"Hard and soft thresholding with EMD for speech enhancement"
Proc. of Nonlinear Circuits and Signal Processing (NCSP2008), pp:232-235
Published: March 2008
|
| 39. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Robust speaker identification using multi-band dominant features with empirical mode decomposition"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT2007)
Published: December 2007
|
| 40. |
E. Deger, M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"Speech enhancement using soft-thresholding with DCT-EMD based hybrid algorithm"
Proc. of European Signal Processing Conf. (EUSIPCO 2007), pp:75-79
Published: September 2007
|
| 41. |
M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"Pitch estimation of noisy speech signals using empirical mode decomposition"
Proc. of Interspeech 2007, pp:1645-1648
Published: August 2007
|
| 42. |
E. Deger, M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"EMD based soft-thresholding for speech enhancement"
Proc. of Interspeech 2007, pp:810-813
Published: August 2007
|
| 43. |
M. K I Molla, K Hirose and N Minematsu
"Linear Predictive Coding of Speech Signals with Empirical Mode Decomposition"
Proc. of Int. Workshop on Non-linear Circuits and Signal Processing, 2007 (NCSP’07)
Published: March 2007
|
| 44. |
M. K. I. Molla, K. Hirose, N. Minematsu and M. K. Hasan
"Voiced/Unvoiced Detection of Speech Signals using Empirical Mode Decomposition Model"
Proc. of Int. Conf. on Information and Communication Technology (ICICT’07), pp: 311-314
Published: March 2007
|
| 45. |
S. Biswas, S. Ahmad and M. K. I. Molla
"Speaker identification using cepstral based features and discrete hidden Marov model"
Proc. of Int. Conf. on Information and Communication Technology (ICICT’07), pp: 303-306
Published: March 2007
|
| 46. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Speaker Identification using Dominant Features with Principal Component Analysis"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT’06)
Published: December 2006
|
| 47. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Localization based Separation Mixed Audio Signals with Binary Masking of Hilbert Spectrum"
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, (ICASSP’06)
Published: May 2006
|
| 48. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Localization based Audio Source Separation by Sub-band Beamforming"
Proc. of IEEE Int. Symposium on Circuits and Systems, 2006 (ISCAS’06)
Published: May 2006
|
| 49. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Localization based Separation of Moving Audio Sources from Stereo Mixtures by Adaptive Beamforming"
Proc. of Int. Workshop on Nonlinear Circuits and Signal Processing, 2006 (NCSP’06)
Published: March 2006
|
| 50. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Empirical Mode Decomposition as the Multi-band Representation of Audio Signals"
Proc. of Int. Conference on Computer and Information technology (ICCIT05)
Published: December 2005
|
| 51. |
M. K. .I Molla, K. Hirose and N. Minematsu
"Multi-band Approach of Audio Source Discrimination with Empirical Mode Decomposition"
Proc. of EUROSPEECH’05
Published: September 2005
|
| 52. |
M. K. I. Molla, K. Hirose and N. Minematsu, “
"Audio Source Indexing by Sub-band PCA with Empirical Mode Decomposition"
Proc. of IEEE Int. Symposium on Intelligent Signal Processing, (WISP2005)
Published: September 2005
|
| 53. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Audio Source Separation by Source Localization with Hilbert Spectrum"
Proc. of IEEE Int. Symposium on Circuits and Systems (ISCAS2005)
Published: May 2005
|
| 54. |
M. K. I. Molla, K. Hirose and N. Minematsu
"On the empirical mode decomposition in time-frequency representation of audio signals considering disjoint orthogonality"
Proc. of IEEE-EURASIP Int. Workshop on Nonlinear Signal and Image Processing (NSIP2005)
Published: May 2005
|
| 55. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Audio source separation by source localization and spatial beamforming with binaural model"
Proc. of IEEE-EURASIP Int. Workshop on Nonlinear Signal and Image Processing (NSIP2005)
Published: May 2005
|
| 56. |
M. K. I. Molla, K. Hirose and N. Minematsu, “
"Single Mixture Separation of Speech and Interfering Audio Signal using Subspace Decomposition"
Proc. of International Workshop on Nonlinear Circuits and Signal Processing (NCSP2005)
Published: March 2005
|
| 57. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Single Mixture Audio Source Separation using KLD based Clustering of Independent Basis Functions"
Proc. of Int. Conf. on Electrical and Computer Engineering (ICECE’04)
Published: December 2004
|
| 58. |
M. K. I. Molla, K. H. Talukder and S. H. Ripon
"On Distributed Memory MIMD Architecture"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2004)
Published: December 2004
|
| 59. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Audio Source Separation from the Mixture using Empirical Mode Decomposition with Independent Subspace Analysis"
Proc. of Int. Conf. on Spoken Language Processing 2004 (ICSLP04)
Published: October 2004
|
| 60. |
M. K. I. Molla and K. Hirose
"On the Effectiveness of MFCCs and their Statistical Distribution Properties in Speaker Identification"
Proc. of IEEE Int. Conf. on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS’04)
Published: July 2004
|
| 61. |
M. K. I. Molla and K. Hirose
"Speaker Identification using MFCC Features with Artificial Neural Network"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 62. |
M. K. I. Molla, K. H. Talukder and D. Das
"Data Extraction from Line Chart Using Radon Transformation and Projection Method"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 63. |
M. K. I. Molla and K. H. Talukder
"Bangla Number Extraction and Recognition from Document Image"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 64. |
K. H. Talukder, M. K. I. Molla and S. H. Ripon
"A Comparative Study of two solution methods to 0/1 knapsack problem"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 65. |
K. H. Talukder, M. K. I. Molla, S. H. Ripon and K. S. Newaz
"Decision Tree for the structure of adaptive interview"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 66. |
M. A. Siddique, M. M. Monwar, S. Pramanik, M. K. I. Molla and M. M. Haque
"Development of a Computer Automated Person Identification System”, ICCIT2003, Dec 2003"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2003)
Published: December 2003
|
| 67. |
M. G. Rahman, M. A. Hossain, D. Das and M. K. I. Molla
"Gender Identification System from Facial Image using Artificial Neural Network"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT'03)
Published: December 2003
|
| 68. |
K. H. Talukder, M. K. I. Molla and S. H. Ripon
"An Approach to 0/1 knapsack problem"
Proc. of Int. Conference on Computer Science and its Application (ICCSA2003)
Published: March 2003
|
| 69. |
K. H. Talukder, M. K. I. Molla and S. H. Ripon
"A BDD-based approach to 0/1 knapsack problem"
Proc. of Int. Conference on Computer Science and its Application (ICCSA2003)
Published: March 2003
|
| 70. |
K. H. Talukder and M. K. I. Molla
"Computation Tree Logic in Model Checking"
Proc. of the 3rd Int. IT Conference
Published: February 2003
|
| 71. |
K. H. Talukder and M. K. I. Molla
"Minimization of SOP Function using ROBDD"
Proc. of IEEE International Conference on Advanced Communication Technology, ICACT2003)
Published: January 2003
|
| 72. |
K. H. Talukder and M. K. I. Molla
"SGI Origin and Stanford DASH: A Comparative Study"
Proc. of IEEE Int. Conference on Advanced Communication Technology (ICACT2003)
Published: January 2003
|
| 73. |
K. H. Talukder and M. K. I. Molla
"Performance Analysis of Back-Propagation Learning Algorithm for Handwritten Digit Classification"
Proc. of Regional IEEE International Multi-Topic Conference (INMIC2002)
Published: December 2002
|
| 74. |
K. H. Talukder and M. K. I. Molla
"Equivalence Checking of Combinational Switching Functions using ROBDD"
Proc. of Regional IEEE International Multi-Topic Conference (INMIC2002)
Published: December 2002
|
| 75. |
K. H. Talukder and M. K. I. Molla
"A comparison-based study on CRAY T3D and CRAY T3E System"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2002)
Published: December 2002
|
| 76. |
K. H. Talukder and M. K. I. Molla
"An Efficient Method to find the Variable Ordering for Reduced Ordered Binary Decision Diagram (ROBDD)"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2002)
Published: December 2002
|
| 77. |
K. H. Talukder and M. K. I. Molla
"The Impact of NetMeeting and Sametime in Synchronized Distance Training"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2002)
Published: December 2002
|
| 78. |
A. O. M. Zaman, M. K. I. Molla and M. G. Ali
"Printed Bangla Text Recognition Using Neural Network with Heuristic Method"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2002)
Published: December 2002
|
| 79. |
M. A. Hossain, D. Das, M. K. I. Molla, M. G. Ali and M. A. Alim
"Signature Verification System using Artificial Neural Network"
Proc. of Int. Conference on Computer and Information Technology (ICCIT2002)
Published: December 2002
|
| 80. |
M. M. Arefin, M. K. I. Molla, M. L. Rahman and M. G. Ali
"Size independent Bangla optical character recognition system"
Proc. of Int. Conference on Computer and Information technology (ICCIT2001)
Published: December 2001
|
| 81. |
M. K. Hasan, M. K. I. Molla, M. G. Ali and M. A. Alim
"Natural Language Understanding (NLU) using rule based parsing technique"
Proc. of Int. Conference on Computer and Information technology (ICCIT2001)
Published: December 2001
|
| 82. |
M. M. Haque, M. K. I. Molla and M. G. Ali
"Development of 3D game engine using OpenGL"
Proc. of Int. Conference on Computer and Information technology (ICCIT2001)
Published: December 2001
|
| 83. |
A. N. K. Zaman, M. K. I. Molla and M. G. Ali
"3-D wire frame and solid models: Design, and animation with OpenGL"
Proc. of Int. Conference on Computer and Information technology (ICCIT2001)
Published: December 2001
|
| 84. |
M. A. Hossain, M. K. I. Molla and M. G. Ali
"Bangla Text-to Speech Synthesis using concatenative technique"
Proc. of IEEE Int. Conference on Electrical and Computer Engineering (ICECE’00)
Published: January 2001
|
| 85. |
D. Das, M. K. I. Molla and M. G. Ali
"Speaker Identification using Artificial Neural Network with DSP"
Proc. of IEEE Int. Conference on Electrical and Computer Engineering (ICECE’00)
Published: January 2001
|
| 86. |
M. A. Alim, M. K. I. Molla and M. G. Ali
"English to Bangla MT system using Rule-Based method"
Proc. of IEEE Int. Conference on Electrical and Computer Engineering (ICECE’00)
Published: January 2001
|
| 87. |
D. Das, M. K. I. Molla and M. G. Ali
"Endpoint detection and Speaker Identification system for isolated utterance"
Proc. of Int. Conference on Computer and Information technology (ICCIT2000)
Published: January 2001
|
| 88. |
M. R. Bashar, M. K. I. Molla and M. L. Rahman
"Recognition of different sized Bangla optical character using neural network"
Proc. of Int. Conference on Computer and Information technology (ICCIT2000)
Published: January 2001
|
| 89. |
M. K. I. Molla, M. Alamgir, M. R. Khandker
"Design of microprocessor controlled moving display with RF link"
Proc. of IEEE Int. Conf. on Electrical and Computer Eng. (ICECE2000)
Published: January 2001
|
| 90. |
M. K. I. Molla, R. C. Debnath, M. G. Ali
"Data Extraction from Graph Image and formation of equation"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT1999)
Published: December 1999
|
| 91. |
M. Alamgir, M. K. I. Molla and M. Z. Iqbal
"Bangla Character Recognition System"
Proc. of Int. Conf. on Computer and Information Technology (ICCIT1999)
Published: December 1999
|
Report
| 1. |
M. K. I. Molla and K. Hirose
"Data adaptive pre-filtering with spectral weighting - Application to single channel speech enhancement"
IEICE Technical Report, Vol. 113, No. 27, pp. 43-48
Published: May 2013
|
| 2. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Audio Source Separation in Underdetermined case with Source Localization Cues"
IEICE Technical Report (ISSN 0913-5685), SP2004-147, Vol.104, No.631, pp: 13-18
Published: January 2005
|
| 3. |
M. K. I. Molla, K. Hirose and N. Minematsu
"Separation of Audio Signals from the Mixture by Spatial Localization of the Sources"
Technical Report, Acoustical Society of Japan, Vol. 2-4-21, pp.313-314
Published: September 2004
|
| 4. |
M. K. I. Molla, K. Hirose, N. Minematsu
"Audio Source Separation by Deriving Independent Basis Vectors from Single Mixture Spectrogram"
IEICE Technical Report (ISSN 0913-5685), SP2004-5, Vol.104, No.29, pp. 23-28
Published: April 2004
|
Digital Image ProcessingDescription Not Provided |
Research project
and supervision
a. Head of Signal Processing and Computational Neuroscience (SiPCoN) Laboratory, Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh.
b. Current research students: 03 MSc, 04 MPhil and 02 PhD.
c. Coordinating research project on Brain Computer Interface (BCI) in collaboration with different universities of Japan
Academic Activities
a. Reviewer of Neural Computing and Applications
b. Technical Committee Member of BioSiPS from 2014
c. Organizing Chair, The Second APSIPA International
Workshop on the Frontier in Biomedical Signal Processing and Systems (BioSiPS),
Mar, 2014
d. Reviewer of Neurocomputing, Computers in Medicine and
Biology
e. Reviewer of ETRI Journal
f. Reviewer of Climate Change (Springer)
g. Section editor of the Journal of Scientific Research
h. Reviewer of IEEE Trans. on Audio, Speech and Language
Processing
i. Reviewer of IEEE Signal Processing Letters
j. Member of IEEE from June 2004
k. Vice-president of Electronics & Computer Science Society, Shahjalal University of Science and Technology, Sylhet, Bangladesh (1994 to 1995).
Administrative Experiences
a. Director of ICT Center, University of Rajshahi, Bangladesh
b. Project Director, Smart ID Card Project, University of Rajshahi, Bangladesh
Scholarship/Fellowship/Awards
a. Short-term JSPS (invited researcher) fellowship; Apr, 2016
to Jun, 2016.
b. JASSO Fellowship; Jan, 2015 to Mar, 2015.
c. HNF (Heiwa Nakajima Foundation, Japan) Fellowship; Aug,
2014 to Sep, 2014.
d. NICT (Japan) Fellowship; Jan, 2013 to Jul, 2013.
e. Short-term JSPS (invited researcher) fellowship; Jul, 2012
to Sep, 2012.
f. Postdoctoral fellowship, Geophysical Sciences, University
of Alberta, Alberta, Canada; Nov, 2010 to Oct, 2011.
g. Short-term JSPS (invited researcher) fellowship; April
2010 to June 2010.
h. Japan Society for the Promotion of Science (JSPS)
fellowship; Sep, 2006 to Sep 2008.
i. Best paper award by The Research Institute of Signal
Processing, Japan; March, 2007
j. Monbukagakusho Scholarship by Japanese Government; Oct, 2002 to March, 2006.
k. NUS Scholarship by National University of Singapore; Jan 2002 to Sep, 2002.
Countries Visited
Japan, Singapore, USA, England, France,
Portugal, Saudi Arabia, Canada