CURRICULUM-VITAE
Personal Details
Name
OMAR FAROOQDate Of Birth 02/05/1970
Date of joining as Professor 1
stJan. 2009
Address for Correspondence Dept. of Electronics Engineering, Z. H. College of Engg. and Technology, A. M. U. Aligarh
Aligarh, 202 002 INDIA Ph: +91 571 2721148 Fax: +91 571 2721148
Email: omar.farooq at amu dot ac dot in
Web:
https://sites.google.com/a/zhcet.ac.in/omarfarooq/Academic Qualifications UKIERI
Postdoctoral Fellowship Loughborough University, UK (2007-2008)
Title: Hindi Speech Recognition Using Wavelet Based Features
Brief Summary: In this research new multi-resolution wavelet based features were studied to improve continuous Hindi speech recognition using HTK. Special emphasis was on robustness of the recognizer for which NOISEX-92 database was used to generate noisy signal ranging from 30dB to -5dB using car noise, speech noise, F16 noise and machine gun noise.
Also, some aspects of Audio-visual speech recognition was explored in this research.
PhD from
Loughborough University, UK (1999-2002)
Title: Wavelet-Based Techniques For Speech Recognition
Brief Summary: In this thesis, new admissible wavelet packet-based techniques have been developed for the extraction of features from speech signals for the purpose of automatic speech recognition (ASR). In order to establish the robustness of the proposed features, the noise performance is also studied at different levels of signal to noise ratios and a new technique of robust wavelet-based sub-band features has been proposed.
Furthermore, a new pre-processing stage based on wavelet denoising is proposed to enhance the recognition performance under noisy conditions.
M.Sc. Engg.
AMU, India 1991-1993
Marks secured 84%
Dissertation Title: Simulation studies on Recognition of Handwritten Devanagari Characters using Neural Networks
Brief Summary: In this work, digitised image of handwritten characters were first pre-processed and normalization and slant corrections were carried out. A new feature extraction technique was used on the pre- processed handwritten Devanagari characters. These features were given to an Artificial Neural Network (ANN) based classifier for the recognition of handwritten characters.
Qualification Univ./Board Year Percentage (%) M.Sc. Engg. (Electronics) AMU, India 1993 84
B.Sc. Engg. (Electronics) AMU, India 1991 83.9 (II Position) 9.5 CPI
Scholarships
GATE-91 (During M. Sc. Engineering).
Received the Commonwealth Scholarship for pursuing PhD at Loughborough University, UK, 1999- 2002 in the area of Speech Recognition and completed the same within three years.
UKIERI Postdoctoral Fellowship at Department of Electronic and Electrical Engineering, Loughborough University, UK from 29th June 2007 to 28th June 2008.
Awards
Outstanding Paper Award: Sidhika Varshney, Bhoomika Gaur, Omar Farooq andYusuf Uzzaman Khan,
"Brain Machine Interface for Wrist Movement Using Robotic Arm" February 16~19, 2014 ICACT2014, 16th International Conference on Advanced Communication Technology (ICACT2014) in Phoenix Park, PyeongChang Korea, pp. 518-522.
Best Paper Award: Swati Varshney, Yusuf U Khan, Omar Farooq, Manjari Tripathi and Priyanka Sharma, "Latency Study of Non-Convulsive Seizures", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, IMPACT-13, AMU Aligarh 23-25 Nov. 2013, pp. 108-111.
Best Paper Award: Prashant Upadhyaya, Omar Farooq, Priyanka Varshney and Amit Upadhyaya,
"Enhancement of VSR Using Low Dimension Visual Feature", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, IMPACT-13, AMU Aligarh 23-25 Nov. 2013, pp. 71-74.
Best Poster Award: O. Farooq and S. Datta, “A novel wavelet based pre-processing for robust features in ASR”, Proceedings of International Symposium on Communication Systems, Networks and Digital Signal Processing, Staffordshire Univ., UK 15th to 17th July 2002.
Selected for the Award of $500/-: O. Farooq and S. Datta, “A novel features based on admissible wavelet packet for phoneme recognition”, Proc. of 17th International Congress on Acoustics, Rome, Italy, Sept. 2001.
Honours
Chaired a session in the 24th International Symposium Frontiers of Research in Speech & Music, July 6-7, 2019, at Allenhouse Institute of Technology, Kanpur, Uttar Pradesh and Sir C V Raman Centre for Physics and Music, Kolkata.
Chaired the Keynote Talk on “Digital diagnosis using neuroimaging modalities: tools and applications” International Conference on Machine Intelligence and Signal Processing at IIT Indore, December 22-24, 2017, 22 Dec. 2017.
Chaired a session during the 15th International Ergonomics Conference on Humanizing Work and Work Environment (HWWE 2017) hosted by Aligarh Muslim University during Dec. 8-10 2017.
Chaired the Technical Session on “Biomedical Signal Processing”, on 20th Dec. 2015 during 12th IEEE International Conference, INDICON2015, at Jamia Millia Islamia, New Delhi during 17-20 Dec. 2015.
Chaired the session on “Computer Technology Development and Networks Information” in the International Conference on Computer, Software and Information Technology, 2012 IACSIT at Bangkok Thailand, 24-25 Nov. 2012.
The International Medical Informatics Association (IMIA) based in Heidelberg, Germany, publishes the annual "IMIA Yearbook of Medical Informatics". The Editorial Board of the 2013 "IMIA Yearbook of Medical Informatics" has selected our article entitled: "Monitoring heart disease and diabetes with mobile internet communication", published in Int J Telemed Appl 2012;2012:195970 for listing in the Yearbook as one of the best articles from the literature in medical informatics published in the past year and as one of the best papers published in 2012 in the Consumer Informatics subfield of Medical Informatics.
Chaired a session on “Computer Technology Development and Networks Information” in the International Conference on Computer, Software and Information Technology, 2012 IACSIT at Bangkok Thailand, 24-25 Nov. 2012.
Attend a series of meetings/discussions for UKIERI Project at Loughborough University, UK 12th September 2011 to 17th September 2011.
Co-chaired a session on “Instrumentation & Control-II” in the National Conference on Power, Instrumentation, Energy and Control (PICON-2011), at Department of Electrical Engineering, AMU Aligarh 12th -13th Feb. 2011.
Chaired a session on “Speech Hearing and Music” in the National Symposium on Acoustics, Pt. Lalit Mohan Sharma Government Post Graduate College, Rishikesh, Uttarakhand, Nov. 11-13 2010.
Chaired a session on “Signal Processing Applications” in the National Seminar on Device, Circuits and Communication (NASDEC2-2008), 6-7 November 2008, BIT Mesra, Ranchi.
Felicitated on the Republic Day (26th Jan. 2008) by the Vice Chancellor, AMU for bringing laurels to the Aligarh Muslim University.
Chaired a session on “Artificial Intelligence and Computer Applications” in the International Conference on Robotics, Vision and Signal Processing, ROVISP 05 at Universiti of Sains, Penang, Malaysia 20-22 July 2005.
International Academic Visits
Attend a series of meetings/discussions for UKIERI Project at Loughborough University, UK from 1st July 2012 to 14th July 2012.
Attend a series of meetings/discussions for UKIERI Project at Loughborough University, UK 12th September 2011 to 17th September 2011.
Attend a series of meetings/discussions for UKIERI Project at Loughborough University, UK 5th July - 18th July 2009.
Academic Visitor to the Department of Electronic and Electrical Engineering, Loughborough University, UK from 22nd August 2005 to 17th September 2005.
Invited by European Manpower Development (EMD) a UK based company for Technical Consultancy in the area of chaos based encryption techniques for secure communication in the month of June 2004.
Academic Visitor to the Department of Electronic and Electrical Engineering, Loughborough University, UK from 7th June to 30th June 2004.
Research Interest
Feature Extraction for Speech Recognition Applications
Man Machine Communication
Biomedical Signal Processing
Professional Activities
Reviewing of International Journals
Referee to Journal of Acoustical Society of America, USA.
Referee to IEEE Trans. On Speech and Audio Processing, USA.
Referee to IEEE Signal Processing Letters, USA.
Referee to IEEE Transactions on Information Technology in BioMedicine
Referee to IET Proceedings On Vision, Image and Signal Processing, UK.
Referee to IET Electronic Letters, UK.
Referee to IET Proceedings On Signal Processing, UK.
Referee to Applied Acoustics, Elsevier Publication.
Referee to Speech Communication, Elsevier Publication.
Referee to Information Sciences, Elsevier Publication.
Referee to Pattern Recognition, Elsevier Publication.
Referee to Journal of Systems and Software Elsevier Publication.
Referee to King Saud Journal of Communication and Information Sciences, Elsevier
Referee to Journal of Neurocomputing, Elsevier Publication.
Referee to International Journal of Speech Technology, Springer.
Referee to European Journal of Applied Signal Processing EURASIP.
Referee to International Journal of Telemedicine and Applications (Hindawi Publishing Corporation, USA).
Referee to Journal on Computer Processing of Oriental Languages Singapore.
Referee to Journal of Mobile Multimedia (Rinton Press, USA)
Referee to International Journal of Biometrics, Inderscience Switzerland.
Affiliations with Professional Bodies
Senior Member, Institute of Electrical and Electronics Engineers, IEEE, USA Membership Number 85017106.
Fellow, Institution of Electronics and Telecommunication Engineer IETE, India 92696.
Fellow, Acoustical Society of India (ASI, India) 245.
Member, Indian Society for Technical Education (ISTE, India).
Member, Systems Society of India (SSI, India) 25064.
Others
Secretary IETE Aligarh Centre 2006-2007
Secretary SSI Aligarh Chapter 2004-2007
Member of the Executive Committee IETE Aligarh Chapter.
Convened a special session on Speech Recognition in the Joint Conference on Information Sciences, Durham, USA, March 2002.
Professional Activities
Co-ordinator GATE coaching in 2002.
Among the team of University Counsellors 2003-05.
Prepared the Syllabus for BCA, Distance Education Program (to be started from 2006-07) of the University.
Co-convener of National Conference on Modern Trends in Electronics and Communication Systems, Aligarh, March 5-6, 2005.
Co-convener of National Workshop on Mobile Computing, at Aligarh, 17th March, 2007.
Co-convener Int. Conference on Multimedia, Signal Processing and Communication Technologies, IMPACT 2009, March 14-16, 2009.
Co-convener, Workshop on Internet and its Applications, 2009, 19h -20th Dec. 2009, University Women’s Polytechnic, AMU Aligarh.
Co-convener, Workshop on Network Security & Applications, 2011, 5th -6th Feb. 2011, University Women’s Polytechnic, AMU Aligarh.
Chief coordinator, PhD/MPhil program in Faculty of Engineering, 2010-11 and 2011-12. and 2013- 14.
Organizing Secretary of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011.
Co-convener of at Two Day Workshop on Emerging Trends in Communication Technology (ECT- 2013) organized by Women’s Polytechnic, AMU Aligarh 9th -10th Feb 2013.
Coordinator of the one week workshop on Mobile Robotics scheduled from 18th Feb. to 23rd Feb.
2013, by ThinkLABS SINE IITB.
Research Activities
Project Completed
Granted an R&D project by DST under the Young Scientist Scheme on Spoken Hindi Digits
Recognition Using Wavelet Transform (3 years duration, 2004-2007, Amount Rs 3.48 lakhs). Completed with grade ‘Very Good’.
Granted UKIERI Standard Project in Collaboration with IIT Delhi, AIIMS, Kingston University, UK, and Loughborough University, UK on ‘Mobile Communication To Improve Monitoring
of Heart Diseases and Diabetes’. The project duration is from 2007-2012 and is worth£133,878.
Pilot Research Project funded by BSkyB, UK 2008 on Chirp Based Digital Audio Watermarking for Piracy Protection.
UGC Major Research Project entitled “Automatic detection of Seizure detection using
Wavelet Analysis” Amount Rs 6, 93,000/- from 2009-2011.
Research Project entitled “Wavelet based features for viseme recognition from Audio-Visual Hindi Speech”, funded by Council of Science and Technology UP, for 3 year duration 2009- 2012 of Rs 7,04,000/-.
Collaborative research project between Electrical Engineering, AMU, Electronics
Engineering, AMU and Department of Neurology, AIIMS; sanctioned by Department of
Biotechnology, “Automatic detection of non-convulsive seizure on scalp recorded
Electroencephalogram (EEG)”, Rs 25.30 lacs for two years, 2011-2013.
Collaborative R&D project sanctioned by MICT to IIT Delhi, AMU and GH Patel College of Engg. & Tech. Gujarat. On “Wireless Body Area Network for Health Monitoring” (Rs 79.32 lacs) 2011-14.
Co-coordinator of TEQIP II project funded by World Bank through NPIU, MHRD India.
Project Ongoing
Collaborative R&D project sanctioned by DST to IIT Bombay and AMU on “Linguistic Activation And Bi-Directional Reading: An Eye tracker And Electroencephalogram Investigation” (INR29 lacs) 2018-2021.
Additional Duties
Coordinator, Interdisciplinary Biomedical and Human Factors Engineering (2016-2017)
OSD (Examinations), AMU Aligarh (2016-2017)
Deputy Director, Directorate of School Education, AMU Aligarh (2015-2017)
Member of the Committee for Academic Progression and University Ranking (2014-2017)
Member of the Committee to review Online Admission Procedure (2013)
Member of University Website Committee
Member of the Committee for Smart Classroom (2013-2017)
Member of University Fee revision committee (2013)
Member of the University Innovation Council (2013 2017)
Member of the Committee constituted to frame PhD Ordinance of the University (2013)
Member of the Committee to review Curriculum, Interdisciplinary Research and new Courses (2013)
Member of the Committee constituted to frame PhD Ordinance for OSU AMU Joint PhD program (2013- 14)
Co-Incharge Digital Signal Processing Lab
Courses taught at UG and PG levels:
UG:
Principles of Communication Engineering
Computer Communication and Networks
Telecommunications, Switching and Networks
Satellite Communication
Electronic Devices and Circuits
Signals and Systems
Digital Signal Processing PG:
Voice and Picture Coding
Satellite Communication
Advance Digital Signal Processing
Speech Processing
Book Chapters
1. S.M. Khan, A.A. Khan, O. Farooq (2019) A Neural Network Classification of sEMG Signals for Estimation of Force While Gripping. In: Prasad A., Gupta S., Tyagi R. (eds) Advances in Engineering Design. Lecture Notes in Mechanical Engineering. Springer, Singapore, DOI: https://doi.org/10.1007/978-981-13-6469-3_54, ISBN:
978-981-13-6468-6, pp 585-593.
2. P. Upadhyaya, S.K. Mittal, O. Farooq, Y.V. Varshney, M.R. Abidi, “Continuous Hindi Speech Recognition Using Kaldi ASR Based on Deep Neural Network”, In: Tanveer M., Pachori R. (eds) Machine Intelligence and Signal Analysis. Advances in Intelligent Systems and Computing, vol. 748. (2019) Springer, Singapore, pp. 303-311.
3. Shaikh M.H.N., Farooq O., Chandel G. (2019) EMD Analysis of EEG Signals for Seizure Detection. In: Singh S., Wen F., Jain M. (eds) Advances in System Optimization and Control. Lecture Notes in Electrical Engineering, Springer, Singapore, vol. 509, pp 189-196.
4. Upadhyaya, Prashant and Farooq, Omar and Abidi, M.R. and Varshney, Priyanka, “Performance Evaluation of Bimodal Hindi Speech Recognition under Adverse Environment”, Editor, Suresh Chandra Satapathy,
Bhabendra Narayan Biswal, Siba K. Udgata, and J. K. Mandal, Book Title: Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications, FICTA 2014, Book Series Title:
Advances in Intelligent Systems and Computing, 2015, Volume 2, pp. 347-355, DOI: 10.1007/978-3-319-12012- 6_38, Publisher: Springer International Publishing.
5. Yusuf U. Khan, Omar Farooq, Priyanka Sharma and Nidal Rafiuddin, “Latency Study of Seizure Detection”, Editor: Wyld, David C., Zizka, Jan, Nagamalai, Dhinaharan, Title: Advances In Computer Science, Engineering &
Applications, Book Series Title: Advances in Intelligent and Soft Computing, 2012, Volume 166/2012, pp. 129- 136, DOI: 10.1007/978-3-642-30157-5_14, Publisher: Springer Berlin Heidelberg.
6. Musheer Ahmad, Bashir Alam and Omar Farooq, “Chaotic Masking of Voice Bitstream Using Mixed Sequences for Authorized Listening”, Advances In Computer Science And Information Technology. Computer Science And Engineering Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2012, Volume 85, Part 1, pp. 604-611, DOI: 10.1007/978-3-642-27308-7_64, Publisher: Springer Berlin Heidelberg.
7. Omar Farooq and Sekharjit Datta, "Enhancing Robustness in Speech Recognition using Visual Information", Source title: Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements, Editors: Uma Shanker Tiwary and Tanveer J. Siddiqui, IGI publications, DOI: 10.4018/978-1- 4666-0954-9.ch008, ISBN13: 9781466609549, ISBN10: 1466609540, EISBN13: 9781466609556, pp. 149-171, Release Date: April, 2012. Copyright © 2012. 386 pages. $185.00
8. Musheer Ahmad and Omar Farooq, “Secure Satellite Images Transmission Scheme Based on Chaos and Discrete Wavelet Transform”, High Performance Architecture and Grid Computing Book Series Title:
Communications in Computer and Information Science, 2011, ISSN 1865-0929, ISBN 978-3-642-22577-2, Volume 169, Part 2, DOI 10.1007/978-3-642-22577-2_35, pp. 257-264, Publisher: Springer Berlin Heidelberg.
9. Priyanka Varshney, Prashant Upadhyaya and Omar Farooq, "Bimodal Viseme Recognition from Hindi Speech", Book Chapter in the Proceeding of National Symposium on Acoustics, 17th -19th Nov. 2011, Jhansi, ISBN 978- 81-8329-441-6, pp. 245-253.
10. Musheer Ahmad and Omar Farooq, “A Multi-Level Blocks Scrambling Based Chaotic Image Cipher”, Proc. of Third International Conference on Contemporary Computing (IC3-2010) NOIDA, India, August 9-11, 2010, Book Title: Contemporary Computing Springer’s Communications in Computer and Information Science Series, ISSN:
1865:0929, ISBN: 978-3-642-14834-7, Volume 94, Part 4, pp. 171-182, DOI: 10.1007/978-3-642-14834-7_17, 2010.
Journals Papers:
1. G. Chandel, P. Upadhyaya, O. Farooq and Y. U. Khan, "Detection of Seizure Event and Its Onset/Offset Using Orthonormal Triadic Wavelet Based Features," IRBM, Volume 40, Issue 2, March 2019, Pages 103-112 2. Prashant Upadhyaya, Omar Farooq, MR Abidi, “Mel scaled M-band wavelet filter bank for speech recognition”,
International Journal of Speech Technology, Springer Vol. 21, Issue 4, pp. 797-807, 2018
3. Muhammed Shanir P P, Kashif Ahmad Khan, Yusuf U. Khan, Omar Farooq, Hojjath Adeli, , “Automatic Seizure Detection Based On Morphological Features Using One Dimensional Local Binary Pattern On Long Term EEG”
Journal of Clinical EEG and Neuroscience, Sage Publication.Volume: 49 Issue: 5, pp. 351-362, September 1, 2018
4. Y.V. Varshney, P. Upadhyaya, Z. A. Abbasi, M. R. Abidi, O. Farooq, “Improvement in monaural speech separation using sparse non-negative tucker decomposition”, International Journal of Speech Technology vol.
21, Issue 4, 837-849, 2018.
5. Muhammed Shanir P P, Kashif Ahmad Khan, Yusuf U. Khan, Omar Farooq, Hojjath Adeli, , “Automatic Seizure Detection Based On Morphological Features Using One Dimensional Local Binary Pattern On Long Term EEG”
Accepted in Journal of Clinical EEG and Neuroscience, Sage Publication.
6. Syed S. Ahmed, Siddharth Bhardwaj, Md. Kalim Ansari, Omar Farooq, Abid Ali Khan, “Role of 1.5 mm microplates in treatment of symphyseal fracture of mandible: A stress analysis based comparative study”
Journal of Oral Biology and Craniofacial Research, Elsevier,
http://dx.doi.org/10.1016/j.jobcr.2017.03.009.May-Aug; Vol. 7, No. 2, pp. 119–122, 2017.
7. Garima Chandel, Muhammed Shanir PP, Omar Farooq, Yusuf Khan, “A Simplified Method for Classification of Epileptic EEG Signals", International Journal of Biomedical Engineering and Technology, Vol. 25, Issue. 1, pp.
60–76, 2017.
8. Y. V. Varshney, Z. A. Abbasi, M. R. Abidi, O. Farooq “Frequency Selection Based Separation of Speech Signals with Reduced Computational Time Using Sparse NMF” Archives of Acoustics Vol. 42 No. 2, pp. 287-295, 2017.
9. Syed Sayeed Ahmed, Sajjad Abdur Rehman, Md. Kalim Ansari, Abid Ali Khan, Omar Farooq, Arshad Hafeez Khan, “A comparative study on evaluation of role of 1.5 mm microplates and 2.0 mm standard miniplates in
management of mandibular fractures using bite force as indicator of recommendation”, National Journal of Maxillofacial Surgery, Publisher Wolters Kluwer – Medknow, Vol. 7, Issue 1, 2016, pp. 39-44.
10. Nidal Rafiuddin, Md. Tabrez, Yusuf Uzzaman Khan, and Omar Farooq, “Wavelet packet-based classification of brain states during English and mother tongue script writing”, International Journal of Biomedical Engineering and Technology, 2016 Volume 22, Number 4, pp. 325-337
11. Muhammed Shanir P P, Sadaf Iqbal, Yusuf U. Khan, Omar Farooq, “Feature Extraction using Pythagorean Means for Classification of Epileptic EEG Signals”, Accepted in International Journal of Biomedical Engineering and Technology, 2016.
12. Tazeem Fatma, Omar Farooq, Yusuf U. Khan, Manjari Tripathi and Priyanka Sharma, “Automatic detection of Non-Convulsive Seizures: A reduced complexity approach”, Journal of King Saud University - Computer and Information Sciences, vol. 28, Issue 4, October 2016, pp. 407–415.
13. Sadaf Iqbal, Muhammed Shanir PP, Yusuf Uzzaman Khan, Omar Farooq, “EEG Analysis of Imagined Speech”, International Journal of Rough Sets and Data Analysis, Volume 3, Issue 2, April-June 2016, pp. 32-44.
14. Prashant Upadhyaya, Omar Farooq, Musiur Raza Abidi and Priyanka Varshney, “Comparative Study of Visual Feature for Bimodal Hindi Speech Recognition”, Archives of Acoustics, 40, 4, pp. 609–619, 2015 DOI:
10.1515/aoa-2015-0061
15. Yusuf U Khan and Omar Farooq, “Wavelet-based multi-class discrimination of EEG for seizure detection”, International Journal Biomedical Engineering and Technology, Vol. 19, No. 3, 2015, pp. 266-278, DOI:
10.1504/IJBET.2015.072996.
16. Muhammed Izharuddin, Omar Farooq, Qasim Rafiq, "Partial encryption of ECG with reduced complexity and its FPGA implementation", International Journal of Biomedical Engineering and Technology, Vol. 17, No. 4, 2015, pp. 398-417, DOI: http://dx.doi.org/10.1504/IJBET.2015.069407.
17. Farooq Husain, Omar Farooq and Ekram Khan, “A Multi-Level Robust and Perceptually Transparent Blind Audio Watermarking Scheme Using Wavelets”, Archives of Acoustics, Vol. 39, No. 4, pp. 529–539, 2014, DOI:
10.2478/aoa-2014-0057.
18. Priyanka Varshney, Omar Farooq, Prashant Upadhyaya, "Hindi viseme recognition using subspace DCT features", International Journal of Applied Pattern Recognition, Vol. 1, No. 3, pp. 257-272, 2014.
19. Priyanka Sharma, Yusuf Uzzaman Khan, Omar Farooq, Manjari Tripathi, and Hojjat Adeli, "A Wavelet-Statistical Features Approach for Nonconvulsive Seizure Detection", Journal of Clinical EEG and Neuroscience, Sage Publication, October 2014, vol.45, pp. 274-284, 2014.
20. R.P. Sharma, I. Khan and O. Farooq, "Acoustic Study of Hindi Unaspirated Stop Consonants in Consonant-Vowel (CV) Context", International Journal of Engineering and Technical Research, ISSN: 2321-0869, Special Issue, April 2014, pp. 5-9.
21. M Bedeeuzzaman, T Fathima, YU Khan, O Farooq, "Seizure prediction using statistical dispersion measures of intracranial EEG", Biomedical Signal Processing and Control, http://dx.doi.org/10.1016/j.bbr.2011.03.031, Volume 10, March 2014, Pages 338–341.
22. R. P. Sharma, O. Farooq, I. A. Khan, S. K. Gupta, “Wavelet Based Sub-band Parameters for Classification of Unaspirated Hindi Stop Consonants in Initial Position of CV Syllables”, International Journal of Speech Technology, Springer, September 2013, Volume 16, Issue 3, pp 323-332, 2013, DOI 10.1007/s10772-012-9185- x.
23. Farid Ghani, Hameedah Sultan, Dilnashin Anwar, Omar Farooq, Yusuf Uzzama Khan, "Classification of Wrist Movements using EEG signals" Journal of Next Generation Information Technology (JNIT), Volume 4, Number 8, ISSN : 2233-9388 (Online) ISSN: 2092-8637 (Print), October 2013, pp. 29-39.
24. Farooq Husain, Ekram Khan and Omar Farooq, “Digital Image Watermarking using Combined DWT and DFRFT,”
International Journal of Computer Applications, Vol. 60, no. 11, pp.17-25, December 2012. Published by Foundation of Computer Science, New York, USA, doi: 10.5120/9736-4287, ISBN: 973-93-80871-01-8.
25. David Mulvaney, Bryan Woodward, Sekharjit Datta, Paul Harvey, Anoop Vyas, Bhaskar Thakker, Omar Farooq, and Robert Istepanian, “Monitoring Heart Disease and Diabetes with Mobile Internet Communications”, International Journal of Telemedicine and Applications, Hindawi Publishing Corporation, ISSN: 1687-6415 (Print), ISSN: 1687-6423 (Online) Volume 2012 (2012), Article ID 195970, pp. 1-12, doi:10.1155/2012/195970 26. M. Bedeeuzzaman, Thasneem Fathima, Yusuf U. Khan, and Omar Farooq, “Mean Absolute Deviation and Wavelet Entropy for Seizure Prediction” Journal of Medical Imaging and Health Informatics, Vol. 2, 238–243, 2012, ISSN 2156-7018, Online ISSN: 2156-7026, DOI: doi:10.1166/jmihi.2012.1090
27. M. Bedeeuzzaman, Omar Farooq and Yusuf Uzzaman Khan “Automatic Seizure Detection Using Inter Quartile Range”, International Journal of Computer Applications, ISSN 0975 8887, vol. 44, no. 11, pp. 1-5, 2012.
28. Farid Ghani, Musfira Jilani, Mohit Raghav, Omar Farooq and Yusuf Uzzama Khan “Development of Brain Computer Interface for Elbow Movement Detection”, Journal of Next Generation Information Technology (JNIT), Vol. 3, No. 3, ISSN : 2233-9388 (Online) ISSN: 2092-8637 (Print), August 2012, doi:10.4156/jnit.vol3, issue3.7, pp. 66-74.
29. Yusuf U Khan, Omar Farooq and Priyanka Sharma, “Automatic Detection of Seizure Onset in Pediatric EEG”, International Journal of Embedded Systems and Applications Vol.2, No.3, September 2012, pp. 81-89, ISSN:
1839-5171, DOI: 10.5121/ijesa.2012.2309.
30. Priyanka Varshney, Prashant Upadhyaya, Omar Farooq, “Transform based Visual Features for Bimodal Recognition of Hindi Visemes”, International Journal of Electronics and Computer Science Engineering, ISSN- 2277-1956, vol. 1, no. 3, 2012, pp. 892-897.
31. Musheer Ahmad, Bashir Alam and Omar Farooq, “Chaos Based Mixed Keystream Generation for Voice Data Encryption”, International Journal on Cryptography and Information Security (IJCIS), Vol. 2, No.1, ISSN: 1839- 8626, March, 2012, DOI:10.5121/ijcis.2012.2104, pp. 36-45.
32. Abdus Samad, M. Qasim Rafiq, Omar Farooq, “Two Round Scheduling (TRS) Scheme for Linearly Extensible Multiprocessor Systems”, International Journal of Computer Applications, ISSN: 0975 – 8887, Volume 38–
No.10, January 2012, pp. 34-40.
33. Musheer Ahmad and Omar Farooq, “Chaos and Wavelets Based Image Encryption”, International Journal of Information Processing, 5(2), ISSN: 0973-8215, 13-21, 2011.
34. Thasneem Fathima, M. Bedeeuzzaman, O. Farooq, Yusuf U. Khan, “Wavelet Based Features for Epileptic Seizure Detection”, MES Journal of Technology and Management, ISSN 0976-3724, Vol. 2, No. 1, pp. 108-112, May 2011.
35. Farooq Husain, Ekram Khan and Omar Farooq, “DFRFT-Domain Digital Image Watermarking”, MIT International Journal of Electronics and Communication Engineering Vol. 1, No. 1, ISSN: 2230-7672 Jan. 2011, pp. 40-43.
36. Musheer Ahmad and Omar Farooq, “A computation-efficient block-based scrambling technique with random control parameters”, Journal of Information Technology, ISSN 0973-2896, Vol. VI, No. 4, Dec. 2010, pp. 7-16.
37. O. Farooq, S. Datta and M. C. Shrotriya, “Wavelet sub-band based temporal features for robust Hindi phoneme recognition”, International Journal on Wavelets and Multiresolution Information Processing ISSN: 0219-6913 Vol. 8, No. 6, pp. 847-859, 2010.
38. R. P. Sharma, O. Farooq, I. A. Khan and S. K. Gupta, “Acoustic Study for Recognition of Hindi Stop Consonants in Initial Position of /CVC/ Syllables”, Journal of Acoustical Society of India, ISSN 0973-3302, Vol. 37, No. 2, pp.
57-64, 2010.
39. O. Farooq and S. Datta, “Robustness evaluation of wavelet based features for continuous speech recognition”, International Journal on Intelligent Systems Technologies and Applications, Vol. 9, No. 1, pp. 1-14, 2010.
40. M.C. Shrotriya, Omar Farooq, Z.A. Abbasi and S. Datta, “An Improved Wavelet-Based Denoising for Robust Hindi Digits Recognition”, Journal of Information Technology, Vol. 6, No. 1, pp. 7-15, March 2010. DOI:
10.1504/..033893.
41. R. P. Sharma, O. Farooq, I. A. Khan, S. K. Gupta, “Wavelet based features for recognition of Hindi Stop Consonants in Consonant-Vowel (CV) context”, Journal of Acoustical Society of India, Vol. 36, No. 3, ISSN 0973- 3302, 2009, pp. 105-110.
42. Amit, Bohra, Omar Farooq, Izharuddin, “Blind Self-Authentication of Images for Robust Watermarking using Integer Wavelet Transform” International Journal of Electronic and Communications, Volume 63, Issue 8, pp.
703-707, August 2009.
43. Yusuf U. Khan and O. Farooq, “Autoregressive Features Based Classification for Seizure Detection using Neural Network in Scalp Electroencephalogram” International Journal of Biomedical Engineering & Technology Vol.
2, No.4 pp. 370 – 381, 2009.
44. O. Farooq, A. Datta and A. L. Vyas, “Noisy Continuous Hindi Speech Recognition using Admissible wavelet packet based features”, Journal of Acoustical Society of India, Vol. 35, No. 2, ISSN 0973-3302, April 2008, pp.79- 85.
45. Aditya Sharma, M. C. Shrotriya, O. Farooq and Z. A. Abbasi, “Hybrid wavelet based LPC features for Hindi speech recognition” International Journal of Information and Communication Technology 2008 - Vol. 1, No.3/4 pp. 373 - 381.
46. Jonathan Blackledge and O. Farooq, “Audio Data Verification and Authentication using Frequency Modulation based Watermarking”, ISAST Transactions on Electronics and Signal Processing, Vol. 3 (ISSN 1797-2329), Issue:
2, pp. 51 - 63, 2008.
47. O. Farooq, S. Datta, Jonathan Blackledge, “Blind Tamper detection in Audio using Chirp based Robust Watermarking”, WSEAS Trans. On Signal Processing, ISSN: 1790-5052, Volume 4, Issue 4, April 2008, pp. 190- 200.
48. Haamid M. Gazi, O. Farooq, Yusuf U. Khan, Sekharjit Datta, “Wavelet Based Speaker Independent Isolated Hindi Digit Recognition”, International Journal of Information and Communication Technology Switzerland, Vol. 1, No. 2, 2008, pp. 185-198.
49. O. Farooq, Wasim Ahmad and Izharuddin, “Stream ciphering using a novel pseudo-random generator”, Journal of Electrical and Electronics Engineering, Vol. 1, No. 1, Jan. 2008, pp. 48-53.
50. M.S. Alam, O. Farooq, Izharuddin, G.A. Armstrong, “Design And Simulation Of A GaAs HBT Power Amplifier For Wideband CDMA Wireless System”, The Arab Journal of Science and Engineering, Vol. 32, No. 2C, Dec. 2007, pp 133-138.
51. O. Farooq and S. Datta, “Evaluation of a Wavelet based ASR front-end” International Journal on Wavelets and Multiresolution Processing (IJWMP) Vol. 5, No. 4, July 2007, pp. 641-654.
52. O. Farooq, Sekharjit Datta and A. L. Vyas, “Speech Recognition Using Multi-Resolution Linear Prediction Based Features”, Journal of Acoustical Society of India, Vol. 34, No. 1, ISSN 0973-3302, 2007, pp. 25-30.
53. M.C. Shrotriya, O. Farooq and Z.A. Abbasi, “Wavelet Based Features For Speech Recognition Using Neural Networks”, Journal of Acoustical Society of India, Vol. 34, No. 1, ISSN 0973-3302, 2007, pp. 47-52.
54. O. Farooq, Y. U. Khan, B. Gupta and S. Datta, “Wavelet based Tamper Proofing of Digital Images”, IETE Technical Review, Vol. 23, No. 6, Nov.-Dec. 2006, pp. 349-356.
55. M. Muzammil, A. K. Gupta, , O. Farooq, and F. Hasan, "Single speaker based active noise control system for a hydraulic surface grinder", Environmental Pollution Control Journal, Vol. 6, No. 2, 2006. pp. 14-19.
56. M. Muzammil, Anuj Kumar Gupta, O. Farooq and Faisal Hasan, “Design of Active Noise Control System Using Phase Shift Network for a Hydraulic Surface Grinder”, Journal of Low Frequency Noise, Vibration and Active Control, UK, Vol. 25, Number 1, 2006, pp. 55-61.
57. O. Farooq and S. Datta “Signal-Dependent Chaotic-State-Modulated Digital Secure Communication”, Electronics and Telecommunications Research Institute Journal, Vol. 28, No. 2, April 2006, pp. 250-252.
58. S. Datta, M. Al-Zabibi and O. Farooq, “Exploitation of Morphological Structures in Large Vocabulary Arabic Speech Recognition”, International Journal of Computer Processing of Oriental Languages, Vol. 18, No. 4, Dec.
2005, pp. 291-302.
59. O. Farooq, S. Datta and A. L. Vyas, “Robust isolated Hindi digit recognition using wavelet based denoising”, Journal of Acoustical Society of India, Vol. 33, No.1-4, 15-16 Dec. 2005, pp. 386- 389.
60. O. Farooq, S. Datta, A. L. Vyas, “A new wavelet based denoising for speech enhancement”, Journal of Acoustical Society of India, Vol. 32, No.1, 25-27 Nov. 2004, pp. 477- 481.
61. O. Farooq and S. Datta, “Wavelet based robust sub-band features for phoneme recognition”, IEE Proc. On Vision, Image and Signal Processing, vol. 151, no 3, pp. 187-193, June 2004.
62. O. Farooq and S. Datta, “Phoneme recognition using wavelet based features”, Journal of Information Sciences (Elsevier Publication), vol. 150, Issue 1-2, pp. 5-15, March 2003.
63. O. Farooq and S. Datta, “Wavelet based denoising for robust feature extraction for speech recognition”, IEE Electronics Letters, vol. 39, no. 1, pp. 163-165, 9th January 2003.
64. A. D. Goodson, J. Flint, O. Farooq and S. Datta, “An Ultrasonic Marine Animal – The Harbour Porpoise Phocoena phocoena” Journal of Acoustical Society of India, Vol. 30, No.3-4, Aligarh, India, Oct. 22-24 2002, pp. 284-289.
65. S. Datta and O. Farooq, “Wavelet Transform in Speech Recognition”, Journal of Acoustical Society of India, Vol.
30, No.1-2, Oct. 2002, pp, 182-187.
66. O. Farooq and S. Datta, “Wavelet based processing for robust speech recognition”, Journal of Acoustical Society of India, Vol. 30, No.1-2, Oct. 2002, pp. 150-153.
67. O. Farooq and S. Datta, “Speech recognition with emphasis on wavelet based feature extraction”, IETE Journal of Research, vol. 48, no. 1, pp. 3-13, Jan-Feb. 2002.
68. O. Farooq and S. Datta, “Robust features for speech recognition based on admissible wavelet packets”, IEE Electronics Letters, vol. 37, no. 5, pp. 1554-1556, 6th December 2001.
69. A. D. Goodson, O. Farooq and S. Datta, “Phase and amplitude changes in echolocation signals from the harbour porpoise”, Proc. of Institute of Acoustics, UK, vol. 23, Part 4, pp. 133-140. ISSN 0309-8117, 2001.
70. O. Farooq and S. Datta, “Modified discrete wavelet features for phoneme recognition”, Proc. of Institute of Acoustics, UK, vol. 23, Part 3, Stratford-upon-Avon, UK, ISSN: 0309-8117, pp. 93-99, 2001.
71. O. Farooq and S. Datta, “Mel filter-like admissible wavelet packet structure for speech recognition”, IEEE Signal Processing Letters, vol. 8, no. 7, pp. 196-198, July 2001.
72. D. Goodson, O. Farooq and S. Datta, “Echolocation sound sources in the Harbour Porpoise - A wavelet approach to classification”, Proc. of Institute of Acoustics, UK, vol. 23, Part 2, ISSN 0309-8117, pp. 204-210, 2001.
73. O. Farooq and S. Datta, “Wavelet Transform for dynamic feature extraction of phonemes”, Acoustics Letters (UK), vol. 23, no. 4, pp. 79-82, 1999.
Conferences Papers (International):
1. P. Upadhyaya, O. Farooq, M. R. Abidi, "Block Energy Based Visual Features Using Histogram Of Oriented Gradient For Bimodal Hindi Speech Recognition", Proc. Of International Conference on Computational Intelligence and Data Science (ICCIDS 2018) Elsevier, Procedia Computer Science 132, pp. 1385-1393.
2. Garima Chandel, Omar Farooq, Mohd Hamza Naim Shaikh, and Muhammad Shanir P.P., “Seizure detection in neonatal EEG signals using EMD based features”, Proc. Of Int. Conference on Multimedia Signal Processing and Communication Technologies, IMPACT 2017, 24-26 Nov. 2017, Aligarh, pp. 99-103.
3. Yash Vardhan Varshney, Prashant Upadhyaya, Musiur Raza Abidi, Zia Ahmad Abbasi and Omar Farooq, “ASR for Mixed Speech Using SNMF based Separation Algorithm”, Proc. Of Int. Conference on Multimedia Signal Processing and Communication Technologies, IMPACT 2017, 24-26 Nov. 2017, Aligarh, pp. 204-208.
4. Khujasta Afreen Mohsini, Omar Farooq, Yusuf U. Khan, and Manjari Tripathi, “Bispectral Analysis of EEG during Non-Convulsive Seizures”, Proc. Of Int. Conference on Multimedia Signal Processing and Communication Technologies, IMPACT 2017, 24-26 Nov. 2017, Aligarh, pp. 219-223.
5. Prashant Upadhyaya, Sanjeev Kumar Mittaly, Yash Vardhan Varshney, Omar Farooq, Musiur Raza Abidi,
“Speaker Adaptive Model for Hindi Speech using Kaldi Speech Recognition toolkit”, Proc. Of Int. Conference on Multimedia Signal Processing and Communication Technologies, IMPACT 2017, 24-26 Nov. 2017, Aligarh, pp. 232-236.
6. Yash Vardhan Varshney, Zia Ahmad Abbasi, Musiur Raza Abidi, Omar Farooq, “Variable Sparsity Regularization Factor Based SNMF for Monaural Speech Separation”, Proc. Of Int. Conf. on Telecommunication an signal Processing, July 5-7 2017, Barcelona, Spain, pp. 342-345, 2017
7. Mohd Hamza Naim Shaikh, Omar Farooq and Garima Chandel, “EMD Analysis of EEG Signals for seizure detection” Accepted in ICAEDC 2017 going to be held in I.T.S. Engineering College, Greater Noida during 7 – 8 April 2017 Springer.
8. Iqbal S, Rizvi BA, Shanir PP, Khan YU, Farooq O. “Detecting P300 Potential for Speller BCI” Proceedings of 6th IEEE International Conference on Communication and Signal Processing – ICCSP’ 17 being held from 6- 8 April 2017 at Melmaruvathur, TN.
9. Baqar A. Rizvi, Omar Farooq, Sadaf Iqbal, Abhinandan Jain, Abid A. Khan, "sEMG Signal Enhancement using Cubical Denoising for Wrist movement Classification", Proceedings of 6th IEEE International Conference on Communication and Signal Processing – ICCSP’ 17 being held from 6- 8 April 2017 at Melmaruvathur, TN.
10. Y. V. Varshney, Z. A. Abbasi, M. R. Abidi, O. Farooq, P. Upadhyaya “SNMF Based Speech Denoising with Wavelet Decomposed Signal Selection” International Conference on Wireless Communications, Signal Processing and Networking (IEEE WiSPNET 2017) held on 22 - 24 March 2017 at SSN College of Engineering, Chennai, India pp. 2643-2646.
11. Prashant Upadhyaya, Omar Farooq, Musiur Raza Abidi, and Yash Vardhan Varshney. "Continuous Hindi Speech Recognition model based on KALDI ASR toolkit." International Conference on Wireless Communications, Signal Processing and Networking (IEEE WiSPNET 2017) held on 22 - 24 March 2017 at SSN College of Engineering, Chennai, India, pp. 812-815.
12. Garima Chandel, Mohammad Shanir P.P., Omar Farooq, Yusuf U. Khan, “Seizure Onset and Offset Detection by using Wavelet Based Features” presented in 4th International Conference on Computing for Sustainable Global Development to be held at Bharati Vidyapeeth, New Delhi 1st to 3rd March 2017, pp. 5801-5807, IEEE.
13. Abhinandan Jain, Baqar Abbas, Omar Farooq and Shashank K. Garg, “Fatigue Detection and Estimation Using Auto-Regression Analysis in EEG”, Intl. Conference on Advances in Computing, Communications and Informatics (ICACCI), Sept. 21-24, 2016, Jaipur, India, ISBN: 978-1-5090-2028-7, pp. 1097 -1100.
14. Izharuddin, Omar Farooq, Qasim Rafiq, "Implementation of Hardware Efficient Chaotic Generators for Signal Security in Portable Systems”, Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies 2016, Article No. 74, ISBN: 978-1-4503-3962-9, doi:
10.1145/2905055.2905281
15. Basil M. Idrees, Omar Farooq, “Estimation of muscle fatigue using wavelet decomposition”, Proc. Of 5th International Conference on Digital Information Processing and Communications (ICDIPC), 2015, 7-9 Oct.
2015, Publisher: IEEE, pp. 267 – 271, DOI: 10.1109/ICDIPC.2015.7323040, ISBN: 978-1-4673-6831-5.
16. Ismi Abidi, Omar Farooq, M M S Beg, “Sweet and sour taste classification using EEG based brain computer interface” Proc. Of Annual IEEE India Conference (INDICON), Print ISBN: 978-1-4673-7398-2, DOI:
10.1109/INDICON.2015.7443230, 17-20 Dec. 2015, pp. 1-5.
17. Sadaf Iqbal, Yusuf Uzzaman Khan, Omar Farooq, “Nonlinear analysis of EEG for seizure prediction” Proc. Of Annual IEEE India Conference (INDICON), Print ISBN: 978-1-4673-7398-2, DOI:
10.1109/INDICON.2015.7443423, 17-20 Dec. 2015, pp. 1-5.
18. Garima Chandel, Omar Farooq, Yusuf U Khan, Mayank Chawla, “Seizure Onset Detection by Analyzing Long- Duration EEG Signals” Proceedings of the Second International Conference on Computer and Communication Technologies: IC3T 2015, Volume 2 ISBN: 9788132225225, ISBN-10: 8132225228, Publisher: Springer, pp. 215- 224.
19. Sadaf Iqbal, P.P. Muhammed Shanir, Yusuf Uzzaman Khan, Omar Farooq, “Time Domain Analysis of EEG to Classify Imagined Speech” Proceedings of the Second International Conference on Computer and Communication Technologies, Volume 380 of the series Advances in Intelligent Systems and Computing, September 2015, pp 793-800.
20. Sadaf Iqbal, Yusuf Uzzaman Khan, Omar Farooq, “EEG Based Classification of Imagined Vowel Sounds”, 2nd International Conference on Computing for Sustainable Global Development INDIACom-2015, 11th – 13th March 2015, Bharti Vidyapeeth’s Institute of Computer Applications and Management, New Delhi, India, ISSN 0973-7529; ISBN 978-93-80544-14-4, pp. 6.145-6.148.
21. Nadal Rafi, Yusuf U Khan, Omar Farooq, "Epileptic Seizure Detection: Reformation of the Traditional Method on Scalp Recorded Electroencephalogram", Proc. of International Conference in Emerging Trends in Electrical Engineering ICETREE-14, Elsevier Publication, ISBN: 9789351072669 2014, pp. 235-240.
22. Priyanka Varshney, Atul Bansal and Omar Farooq, "Phoneme Confusability Reduction by Using Visual Information in Noisy Environment," Proc. of Int. Conf. on Signal Propagation and Computer Technology (ICSPCT-2014), Ajmer, 12 & 13 July 2014, IEEE Conf.ISBN: 978-1-4799-3140-8, pp. 476-481.
23. Sidhika Varshney, Bhoomika Gaur, Omar Farooq and Yusuf Uzzaman Khan, "Brain Machine Interface for Wrist Movement Using Robotic Arm" February 16~19, 2014 ICACT2014, 16th International Conference on Advanced Communication Technology (ICACT2014) in Phoenix Park, PyeongChang Korea,. pp. 518-522.
24. Nidal Rafiuddin, Omar Farooq and Y. U. Khan, "Comparative Analysis of Wavelet Packet and Discrete Wavelet Transform based features for Seizure Detection", 3rd International Conference on Biomedical Engineering &
Assistive Technologies, BEATS-2014, Feb. 14-15 2014, Chandigarh, India, pp. 195-199.
25. M. Siddiqui, O. Farooq, A. A. Khan and Y U Khan, "Statistical Features For Muscle Fatigue Detection Using Surface Electromyography (EMG)", 3rd International Conference on Biomedical Engineering & Assistive Technologies, BEATS-2014, Feb. 14-15 2014, Chandigarh, India, pp. 179-184.
26. Siddharth Bhardwa, A. A. Khan and O. Farooq, Y U Khan, "Ergonomic assessment of wood routing task", 3rd International Conference on Biomedical Engineering & Assistive Technologies, BEATS-2014, Feb. 14-15 2014, Chandigarh, India, pp. 174-178.
27. R. S. H. Istepanian, B. Woodward, D. J. Mulvaney, S. Datta, P. Harvey, A. L. Vyas, O. Farooq, "The Potential of Machine-to-Machine Communications for Developing the Next Generation of Mobile Device Monitoring Systems", XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, IFMBE Proceedings Volume 41, 2014, pp 1903-1906, DOI 10.1007/978-3-319-00846-2_469, Print ISBN: 978-3-319- 00845-5, Online ISBN: 978-3-319-00846-2.
28. Swati Varshney, Yusuf U Khan, Omar Farooq, Manjari Tripathi and Priyanka Sharma, "Latency Study of Non- Convulsive Seizures", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, IMPACT-13, ISBN: 978-1-4799-1202-5, AMU Aligarh 23-25 Nov. 2013, pp. 108-111.
29. Prashant Upadhyaya, Omar Farooq, Priyanka Varshney and Amit Upadhyaya, " Enhancement of VSR Using Low Dimension Visual Feature", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, IMPACT-13, ISBN: 978-1-4799-1202-5, AMU Aligarh 23-25 Nov. 2013, pp. 71- 74.
30. Samad A, Rafiq M. Q. and Farooq O. “Performance Evaluation of Task Assignment Algorithms in Cube-based Multiprocessor Systems” in proceedings of the International Conference on Emerging Trends and Applications in Computer Science, (ICETACS - 2013), Sept. 13th – 14th, 2013, Shillong, India, pp. 255-258.
31. Farid Ghani, Hameedah Sultan, Dilnashin Anwar, Omar Farooq, Yusuf Uzzama Khan, “EEG Based Wrist Movement Classification”, Proceedings International Conferences ISSDM2013 and ICCM2013, Jeju Island, Republic of Korea, June 18-20, 2013, pp 592- 597.
32. Bhoomika Gaur, Sidhika Varshney, Farid Ghani, Omar Farooq, Yusuf Uzzama Khan, "Detection of Wrist Movement using EEG signal for Brain Machine Interface", Proc. of International Conference on Technology, Informatics, Management, Engineering & Environment Bandung, Indonesia June 23-26, IEEEXplore DOI:
10.1109/TIME-E.2013.6611954, ISBN: 978-1-4673-5730-2, 2013, pp 5-8.
33. Samad A, Rafiq M. Q. and Farooq O. “Dynamic Scheduling Scheme for Linearly Extensible Multiprocessor Systems” presentation in the 2013 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA’13), July 22nd – 25th, 2013, Las Vegas, USA
34. Baqar Abbas, Omar Farooq, Yusuf Uzzaman, Abid Ali Khan and A L Vyas, "Enhancing Classification Accuracy of Wrist Movement by Denoising sEMG signals", Proc. of 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka Japan 3-7 July 2013, pp. 5762-5764.
35. Omar Farooq, Yusuf U Khan, Abid A Khan and Baqar Abbas, "A computer assisted method of discriminating wrist movements in surface EMG" 2nd International Conference on Emerging Trends in Engineering &
Technology, April12, 13, 2013, College of Engineering, Teerthanker Mahaveer University, pp. 1-4.
36. Samad, Abdus, M.Qasim Rafiq and Omar Farooq, "Multi-stage scheduling scheme for massively parallel systems", Proc. of International Conference on Software Engineering and Mobile Application Modelling and Development (ICSEMA 2012), Chennai, 19-21 Dec. 2012, pp. 1 - 6, E-ISBN: 978-1-84919-736-6, IEEEXplore DOI:
10.1049/ic.2012.0151
37. Yusuf U. Khan, Omar Farooq, Manjari Tripathi, Priyanka Sharma and Parvez Alam, “Automatic Detection of Non-Convulsive Seizures using AR modeling”, Proc. of 2nd International Conference on Power Control and Embedded Systems, MNNIT Allahabad, Dec. 17-19 2012, pp. 391-394.
38. Omar Farooq, David Mulvaney, Anoop Vyas, Sekharjit Datta, Bryan Woodward, Paul Harvey and Robert Istepanian, “Chaotic Encryption Of Physiological Signals Using Multi-Level Non-Uniform Quantizer”, Proc. of 4th International Conference on Computer Technology and Development (ICCTD 2012), 2012, at Bangkok Thailand, 24-25 Nov. 2012, pp. 265-271.
39. Yusuf U. Khan, Omar Farooq Manjari Tripathi, Parvez Alam and Priyanka Sharma “Automated Non-Convulsive Seizure Detection: A Statistical Approach”, Proc. of International Conference on Communications &
Electronics, ICCE 2012, 19th – 20th Oct. – 2012, pp. 227-230.
40. Yusuf U. Khan, Omar Farooq, Manjari Tripathi, Priyanka Sharma, Parvez Alam, “Detection of non-convulsive seizures with EEG monitoring in critically ill patients”, Proc. of 2nd International Conference on Biomedical Engineering and Assistive Technologies (BEATS 2012), Dec. 6-7, 2012 at Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, pp. 155-158.
41. David Mulvaney, Bryan Woodward, Sekharjit Datta, Paul Harvey, Anoop Vyas, Omar Farooq, Nada Phillip and Robert Istepanian, “Development of m-health monitoring systems in India and Iraq”, Proc. of 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012, California, USA 28th Aug. to 1st Sept. 2012, pp. 288-291.
42. Antra Saxena, Varsha Gupta, Abid Ali Khan, Omar Farooq, Yusuf U Khan, “Detection of hand movement using EMG Signal”, Int. Conf. on Emerging Trends in Engineering and Technology, College Of Engineering, Teerthanker Mahaveer University, Moradabad, 6-7 April, 2012, pp. 1-4.
43. Farid Ghani, Musfira Jilani, Mohit Raghav, Omar Farooq, Yusuf Uzzama Khan, “Elbow Movement Detection using Brain Computer Interface”, 8th Int'l Conference on Computing Technology and Information Management (NCM and ICNIT), ICCM2012: Seoul, Korea(Rep. of), April 24-26, 2012, ISBN: 978-89-88678-69, Vol. 2, pp. 736-740.
44. Hazrat Ali, Nasir Ahmad, Khawaja Muhammad Yahya and Omar Farooq, “A Medium Vocabulary Urdu Isolated Words Balanced Corpus for Automatic Speech Recognition”, 4th International Conference on Electronics Computer Technology (ICECT 2012), ISBN: 978-1-4673-1850 © IEEE, April 6-8 2012, Kanyakumari, India, pp.
473-476.
45. Ginni Chawla, Izharuddin, Omar Farooq and M Qasim Rafiq, “FPGA Implementation of Chaotic State Sequence Generator for Secure Communication”, IEEE International Conference on Signal Processing Computing and Control, 2012 IEEE ISPCC, March 15-17, IEEEXplore DOI: 10.1109/ISPCC.2012.6224348, Print ISBN:978-1-4673- 1317-9, 2012, pp. 1-5.
46. Nidal Rafi, Md. Tabrez, Farhad Ilahi Bakhsh, Omar Farooq, Y. U. Khan, "Feature Extraction and Classification of EEG during Script Writing for BCI Applications" 1st International Conference on Recent Advances in Information Technology (RAIT), 2012, 15-17 March 2012, pp. 61-66.
47. Yusuf Uzzaman Khan, Nidal Rafiuddin, and Omar Farooq, Automated seizure detection in scalp EEG using multiple wavelet scales”, IEEE International Conference on Signal Processing Computing and Control, 2012 IEEE ISPCC, March 15-17, IEEEXplore DOI: 10.1109/ISPCC.2012.6224348, Print ISBN:978-1-4673-1317-9, 2012, pp. 52-56.
48. Prashant Upadhyaya, Priyanka Varshney and Omar Farooq, “Comparative study of viseme recognition by using DCT features”, Proc. of International Symposium Frontiers of Research on Speech and Music, FRSM-2012, 18- 19 Jan. 2012, KIIT College of Engineering, Gurgaon, Haryana, pp. 171-175.
49. Priyanka Varshney, Sunil Kumar, Omar Farooq, M. Salim Beg, “Speech recognition under noisy conditions using Hidden Markov Model”, Proc. of International Symposium Frontiers of Research on Speech and Music, FRSM- 2012, 18-19 Jan. 2012, KIIT College of Engineering, Gurgaon, Haryana, pp. 282-285.
50. M Wajid, M.W. Abdullah and O. Farooq, “Imprinted Braille-character pattern recognition using image processing techniques”, International Conference on Image Information Processing (ICIIP), 3-5 Nov. 2011, 978- 1-61284-861-7/11/$26.00 ©2011 IEEE, DOI: 10.1109/ICIIP.2011.6108954, pp. 1-5.
51. Sandhya, M. Q. Rafiq and Omar Farooq, “Efficient Web Crawling With Proposed URL Ordering”, Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 44-47.
52. Musheer Ahmad and Omar Farooq, “Chaos Based PN Sequence Generator for Cryptographic Applications”, Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 83-86.
53. Musheer Ahmad, M Ehtashamoul Haque and Omar Farooq, "A Noise Resilient Scrambling Scheme for Noisy Transmission Channel”, Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 91-94.
54. Nidal Rafiuddin, Yusuf Uzzaman Khan and Omar Farooq, "Feature Extraction and Classification of EEG for Automatic Seizure Detection", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 184-187.
55. Madhvi Panwar R.P. Sharma I. Khan and O. Farooq, "Design of Wavelet Based Features for Recognition of Hindi Digits", Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 232-235.
56. M. Salim Beg, Omar Farooq and Pavan K. Chauhan, “Perceptual Evaluation of Audio Quality over Frequency Selective Fading Channel”, Proc. of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 280-283.
57. M. Bedeeuzzaman, Omar Farooq, Yusuf U Khan. "A DCT based approach to Epileptic Seizure Detection”, Proc.
of International Conference on Multimedia, Signal Processing and Communication Technologies, AMU Aligarh 17-19 Dec. 2011, pp. 316-319.
58. Bhaskar Thakke, Anoop L Vyas, Omar Farooq, David Mulvaney and Sekharjit Datta, “Wrist Pulse Signal Classification for Health Diagnosis”, Proc. of 4th International Conference on Biomedical Engineering and Informatics (BMEI) 2011, Shanghai, China, pp. 1799-1805.
59. Musheer Ahmad, Shahab Saquib Sohail, Omar Farooq, Anoop Lal Vyas, Sekharjit Datta and David Mulvaney
“Chaos-based Encryption of Biomedical EEG Signals using Random Quantization Technique”, Proc. of 4th International Conference on Biomedical Engineering and Informatics (BMEI) 15-17 Oct. 2011 Shanghai China, pp. 1471-1475.
60. Omar Farooq, Anoop Lal Vyas, Sekharjit Datta and David Mulvaney “Watermarking Biomedical Signal for Authentication using Integer Wavelet Transform”, Proc. of 4th International Conference on Biomedical Engineering and Informatics (BMEI) 15-17 Oct. 2011 Shanghai China, pp. 892-896.
61. M. Bedeeuzzaman, Omar Farooq, Yusuf U. Khan, “Dispersion Measures and Entropy for Seizure Detection”, Proc. of ICASSP May 22-27, 2011, Prague, Czech Republic, pp. 673-676.
62. Thasneem Fathima, Yusuf U Khan, Mohamed Bedeeuzzaman.V and Omar Farooq, “Discriminant Analysis for Epileptic Seizure Detection”, Proc. of International Conference on Devices and Communications, BITS Ranchi 25-26 Feb. 2011, pp. 1-5.
63. David J. Mulvaney, Bryan Woodward, Sekharjit Datta, Paul D. Harvey, Anoop L. Vyas, Bashkar Thakker and Omar Farooq, “Mobile communications for monitoring heart disease and diabetes” Proc. 32nd Annual International Conference of IEEE Engineering in Medicine and Biology Society, August 31 - September 4, 2010, Buenos Aires, Argentina, pp. 2208-10.
64. Mohamed Bedeeuzzaman.V, Omar Farooq and Yusuf Uzzaman Khan, “Automatic Seizure Detection Using Higher Order Moments”, Proc. of International Conference on Recent Trends in Information, Telecommunication and Computing, 12-13 March 2010, IEEE Computer Society DOI 10.1109/ITC.2010.29, pp.
159-163, 2010.
65. Suneet Kaur, Riya Singhal, Omar Farooq and Bhavneet Singh Ahuja, “Digital Watermarking of ECG Data for Secure Wireless Communication”, Proc. of International Conference on Recent Trends in Information, Telecommunication and Computing, 12-13 March 2010, IEEE Computer Society DOI 10.1109/ITC.2010.96, pp.
140-144, 2010.
66. Samad A, Rafiq M. Q. and Farooq O., “LEC: An Efficient Scalable Parallel Interconnection Network” Proceedings of International Conference on Emerging Trends in Computer Science, Communication and Information Technology (CSCIT2010) Nanded, Maharashtra, India, Jan. 9-11, 2010, pp. 453-458.
67. M. Chandra, A. Biswas, A. N. Mishra, S. N. Sharan and O. Farooq, “Cepstral Based Features For Language Identification”, International symposium Frontiers of Research on Speech and Music, FRSM-2009, pp. 43-46.
68. Farah Maqsood, Omar Farooq and Wasim Ahmad, “LFSR and PLA based Complex Code Generator for Stream Cipher”, Proc. of International Conference on Multimedia, Signal Processing, And Communication Technologies, DOI: 10.1109/MSPCT.2009.5164227 14-16 March 2009, pp. 268-271.
69. Farooq Husain, Ekram Khan and Omar Farooq, “Embedding and Non-Blind Extraction of Watermark Data in Images in FRFT domain” Proc. Of International Conference on Multimedia, Signal Processing, And Communication Technologies, DOI: 10.1109/MSPCT.2009.5164230, 14-16 March 2009, pp. 280-283.
70. Abdus Samad, M.Qasim Rafiq, Omar Farooq, “Effective Information Balancing on a Multiprocessor Server”, Proc. of IEEE International Advance Computing Conference, IACC 2009, Patiala, India, 6–7 March 2009, pp.
1215-1220.
71. Weh Hu, O. Farooq and S. Datta, “Wavelet based sub-space features for face recognition”, Proc. of International Congress on Image and Signal Processing 2008, 27-30 May 2008, Sanya, Hainan, China, IEEE Computer Society, Vol. 3, pp. 426-430.
72. N. Ahmad, D. Malveny, S. Datta and O. Farooq, “A Comparison of visual features for Audio visual speech recognition”, Proc of Acoustica 2008, 29th June -04th July 2008, Paris, France, pp. 6445-6449, 2008.
73. M.C. Shrotriya, Omar Farooq,Z.A. Abbasi and R. Sukesh Kumar, ”Comparative Study Of LPC And MFCC Features For Hindi Words Recognition” Proc. of International Symposium on Frontiers of Research on Speech and Music 2008, Kolkata, India, pp. 352-356.
74. Farooq Husain, Omar Farooq and Ekram Khan, “Chirp- based Digital Audio Watermarking Digital Watermarking“, International Conference on Data Management-ICDM-2008,25-26 Feb2008 held at IMT Ghaziabad, India, pp. 1161-1168.
75. O. Farooq, S. Datta, and J. M. Blackledge, “Robust Watermarking of Audio with Blind Self-Authentication”, 7th WSEAS International Conference On Electronics, Hardware, Wireless and Optical Communications, Univ. of Cambridge, 20-22 Feb. 2008, Cambridge, UK, pp. 35-39, ISSN: 1790-5117, ISBN: 978-960-6766-40-4.
76. Abdus Samad, M.Q. Rafiq and Omar Farooq, ”A Novel Algorithm For Fast Retrieval Of Information From A Multiprocessor Server”, 7th WSEAS International Conference On Software Engineering, Parallel and Distributed
Systems, Univ. of Cambridge, 20-22 Feb. 2008, Cambridge, UK, pp. 68-73, ISSN: 1790-5117, ISBN: 978-960- 6766-42-8.
77. Amit Bhora, O. Farooq, Izharuddin and F. Ghani, “FPGA Based Implementation of Discrete Wavelet Transform”, Proc.12th International Conference on Aerospace Sciences & Aviation Technology, 29-31 May, 2007, Military Technical College Kobry, Elkobbah, Cairo, Egypt, CRS-02, pp. 1-7.
78. M.S. Alam, O. Farooq, Izharuddin and G.A. Armstrong, “Artificial Neural Network Based Modeling of GaAs HBT and Power Amplifier Design for Wireless Communication System” Proc. Of International Conference on Microelectronics, ICM '06 Dec. 2006 pp. 103-106.
79. M.C Shrotriya, Omar Farooq and Z.A Abbasi, “Isolated Digits Recognition Using Probabilistic Neural Network”, Proc. of the International Conference on Computer Communication and Control from 23rd-25th, Nov. 2006 Bangalore -59; India, pp. 16-20.
80. M.C Shrotriya, S.S Tripathy, Omar Farooq and Z.A Abbasi, “Hindi Digits Recognition System Using Neural Network”, Proc. of the International Conference Intelligent Systems and Control, ISCO 2006 from 9-11, August 2006 Coimbatore - 32; India, pp. 564-567.
81. O. Farooq and S. Datta, “Modified discrete wavelet features for phoneme recognition”, Proc. of International Symposium on Frontiers of Research on Speech and Music 2006, Lucknow, Uttar Pradesh, January 9-10 2006, pp. 40-44.
82. Izharuddin, O. Farooq and W. Ahmad, “FPGA based implementation of a stream ciphering circuit”, Proc. of the International Conference ROVISP 05, Malaysia 20-22 July 2005, pp. 16-19.
83. O. Farooq, S. Datta, Y. U. Khan, Farid Ghani, “Robust Watermarking Of The Audio Signal Using Wavelets”, Proc.
of the International Conference ROVISP 05, Malaysia 20-22 July 2005, pp. 609-612.
84. Yusuf U. Khan, Farid Ghani and O. Farooq, “Automatic Seizure Detection Of Scalp EEG Using Wavelet Based Approach”, Proc. of the International Conference ROVISP 05, Malaysia 20-22 July 2005, pp. 512-519.
85. O. Farooq, S. Datta and A. L. Vyas, “Hindi Speech Recognition over band-limited channel”, Proc. of International Symposium on Frontiers of Research on Speech and Music 2005, Bhubaneswar, Orissa, January 6-7 2005, pp. 136-139.
86. S. Datta and O. Farooq, “Robust Speech Recognition using Wavelet Transform”, Proc. of International Symposium on Frontiers of Research on Speech and Music 2005, Bhubaneswar, Orissa, January 6-7 2005, pp.
99-104.
87. I. Habib, O. Farooq and F. Ghani, “Audio-Visual text to speech conversion for speech impaired”, Proc. of BioMed 2004, Kualalumpur Malaysia, September 2-4 2004 pp. 323-326.
88. Q. Ali and O. Farooq, “Wavelet based denoising for microarray data”, Proc. Of Leeds Annual Statistical Research Workshop, LASR, Leeds UK, 6th –8th July 2004, pp-81-84.
89. Q. Ali and O. Farooq, “Classification of non-normal phoneme data”, Proc. of International Statistical Society, 2003, pp. 81-82.
90. O. Farooq and S. Datta, “Robust wavelet based sub-band features for speech recognition”, Proc. of the IASTED International Conference on Signal processing, Pattern Recognition and Applications (SPPRA-2003), June 30 to July 2 2003, Rhodes, Greece, pp. 162-165. ISBN 0-8898-3636, ISSN: 1482-7921.
91. O. Farooq “Wavelets: A new tool for Speech Recognition”, Proc. of 2nd International Workshop on Technology Development of Indian Languages, Indian Statistical Institute (ISI), Kolkata, India, 22nd -24th January 2003.
92. O. Farooq and S. Datta, “Mel-scaled wavelet filter based features for noisy unvoiced phoneme recognition”, Proc. of 7th International Conference on Spoken Language Processing (ICSLP’02), Denver, Colorado, USA, 16- 20 Sept. 2002, pp. 1017-1020.
93. O. Farooq and S. Datta, “A novel wavelet based pre-processing for robust features in ASR”, Proc. of International Symposium on Communication Systems, Networks and Digital Signal Processing, Staffordshire Univ., UK, 15th to 17th July 2002 (best poster award).
94. O. Farooq and S. Datta, “Robust wavelet based features for phoneme recognition using wavelet denoising”, Proc. of 4th Conference on Research in Electronic Communication and Software, 17-19 April, Nottingham University, UK, 2002, pp. 15-16.
95. O. Farooq and S. Datta, “16-band filter derived by admissible wavelet packet for phoneme recognition”, Proc.
of Joint Conference on Information Sciences, Durham, USA, March 8-13, 2002, pp. 192-195.
96. S. Datta and O. Farooq, “Wavelet based front-end for automatic speech recognition” presented in 6th International Workshop on recent trends in Speech, Music and Allied Signal Processing, New Delhi India, 2001.
97. O. Farooq and S. Datta, “Wavelet packet based features for noisy speech recognition”, Proc. of 17th International Congress on Acoustics, Rome Italy, 2-7 Sept. 2001.
98. S. Datta and O. Farooq, “A novel features based on admissible wavelet packet for phoneme recognition”, Proc.
of 17th International Congress on Acoustics, Rome Italy, Sept. 2001.
99. O. Farooq, A. D. Goodson and S. Datta, “Wavelet features based classification methods applied to Harbour porpoise sonar signals”, Proceedings 15th Annual Conference of European Cetacean Society, May Rome, Italy, 2001, pp. 19.
100. O. Farooq and S. Datta, “Admissible wavelet packet transform based features for phoneme classification”, Proceedings of 3rd Conf. on research in Electronic Communication and Software, University of Keele, UK, 09- 11 April, 2001, pp.3-4.
101. O. Farooq and S. Datta, “Speaker independent phoneme recognition by MLP using wavelet features”, Proc. of 6th International Conference on Spoken Language Processing, Beijing, China from 16-20 Oct. 2000, Vo1. 1, pp.393-396.
102. O. Farooq and S. Datta, “Dynamic feature extraction by wavelet analysis”, Proc. of 6th International Conference on Spoken Language Processing, Beijing, China from 16-20 Oct. 2000, Vo1. 4, pp.696-699.
103. S. Datta, W. Manthey and O. Farooq, “Multi-band excitation speech coding in Divers’ communication”, Proc.
of 5th European Conference on Underwater Acoustics, ECUA-2000, 10-13 July, Lyon, France, vol. 1, pp. 575- 579.
104. O. Farooq and S. Datta, “A Neural Network phoneme classification based on Wavelet features”, Proc. of International Conference on Recent Advances Soft Computing, June 29-30, 2000, De Montfort University, Leicester, UK pp. 75-77.
105. F. Ghani, O. Farooq and Z. A. Abbasi, “Use of Artificial Neural Network in the Range Side-lobe Suppression in RADAR”, Proc. Of Int. Wireless and Telecommunication Symposium Exhibition ’99, Kuala Lumpur Malaysia, 1999, pp 125-127.
106. M. S. Beg, S. Datta, O. Farooq and Mukta Sharma, “Linear and Quadratic Baye’s Classifier for Handwritten Numeral Recognition”, International Conf. on Functional Analysis and Applications, Dept. of Mathematics AMU Aligarh, 16-19 Dec., 1996.
107. M. S. Beg, O. Farooq, Mukta Sharma and S. Datta, “Feature Extraction Based Handwritten Character Recognition for Document Processing”, Proc. of International Conference on Multimedia Information Systems, New Delhi, India, Feb. 1996, pp. 45-53.
Conferences Papers (National):
1. Sadaf Iqbal, Yusuf U. Khan, Omar Farooq, “Classification of imagined vowel sound by EEG analysis”, Proc. Of National Conference on Emerging Trends in Electrical and Electronics Engineering, JMI, India, Vol. II, 6th-7th Feb. 2015, pp. 64-71.
2. Shanir PP, Yusuf U. Khan, Omar Farooq, “Time domain analysis of EEG for Automatic Seizure Detection”, Proc.
Of National Conference on Emerging Trends in Electrical and Electronics Engineering, JMI, India, Vol. II, 6th- 7th Feb. 2015, pp. 312-318.
3. Priyanka Varshney, Prashant Upadhyaya and Omar Farooq, “Bimodal Speech Recognition: A Review,” Proc. Of National Conference ETEIC-2012 Proceedings, April 6th-7th, 2012, Anand Engineering College, Agra, pp. 408- 411.
4. Mariam Siddiqui, Ayman Nidal Khalidi, Omar Farooq, Yusuf U Khan, “Executed Wrist Movement Classification For Brain Computer Interface”, Proc. of National Conference on Signal Processing and Real Time Operating System (SPRTOS), Harcourt Butler Technological Institute (HBTI), Kanpur, March 26-27 2011, pp. COPO303-1 to COPO303-5.
5. Tariq S Khan, Mudassir Ali, Omar Farooq, Yusuf U Khan, “Eye based cursor movement using EEG in Brain Computer Interface”, Proc. of National Conference on Signal Processing and Real Time Operating System
