Brief Profile
Dr. R. Rajesh is currently working as a Professor in the Department of Computer Science, Central University of Kerala (Tejaswini Hills, Peryia P.O., Kasaragod -671316, Kerala, India). He has completed B.Sc. Mathematics (with 96% of marks from Fatima Mata National College, Kollam) and M.Sc. Computer Science (4th Rank with 81% of marks from University of Kerala) in the years 1996 and 1998 respectively. He has completed his Ph.D. in Computer Science in 2005 from University of Kerala under the guidance of Professor Dr. M.R. Kaimal on the topic titled “Fuzzy Models and Model Based Control for Nonlinear Systems”. He has five years fulltime research experience including four years of experience in RESPOND project, funded by Indian Space Research Organisation (ISRO), titled “Development of Methodologies based on Neuro Fuzzy and Genetic Algorithms for Modeling and Control of Systems”.
He has one year industrial postdoctoral training as a Senior Research Associate/Research Consultant in Network Systems Technologies (NeST) Pvt. Ltd., Thiruvananthapuram. He has also done his Post-Doctoral training in Medical Imaging on the topic titled “Influence of noise in Human Brain” under the guidance of Dr. C. Kesavadas, Department of Radiology and Interventional, Sree Chitra Tirunal Institute of Medical Science and Technology in June 2007. He has worked as an Associate Professor in the Department of Computer Science, Central University of Bihar (6th May 2013 – 7th Feb. 2016) and as an Assistant Professor in the Department of Computer Applications, Bharathiar University (20th Apr. 2005 – 3rd May 2013). He has also work experience at Indian Institute of Information Technology and Management – Kerala (IIITM-K), University of Kerala, and Hindustan Latex Ltd.
He is recipient of IEEE Award for outstanding leadership & service and IEEE Award for the outstanding design project at University of Kerala – Kariavattom student branch in 2004. He is also the recipient of UGC-NET & JRF (1998), ISRO RESPOND Junior Research Fellowship (1999) and ISRO RESPOND Senior Research Fellowship (2001). His areas of interest include computational intelligence (fuzzy systems, genetic algorithms) and image processing. He is a member of IEEE, IEEE Computational Intelligence Society and Computer Society of India.
Research
Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists
One of the major challenges that deaf people face in modern societal life is communication. For those engaged in agricultural jobs, efficiency at work and productivity are deeply related to the quality of deciphering the sign language used by the deaf farmers. Employing sign language interpreters is not a pragmatic solution to this problem. There comes the need for developing a reliable system for automatic sign language recognition (SLR). This paper reports a work on the recognition of hand gestures for the Indian sign language (ISL) words commonly used by deaf farmers. A hybrid deep learning model with convolutional long short term memory (LSTM) network has been exploited for gesture classification. The model has attained an average classification accuracy of 76.21% on the proposed dataset of ISL words from the agricultural domain.
Recent and Major Publications
- Fasil O.K., Rajesh R., Rajith K.Ravindren,"Scalp EEG recordings of pediatric epilepsy patients: A dataset for automatic detection of interictal epileptiform discharges from routine EEG",Data in Brief,Volume 39, December 2021, 107680
- Venugopalan, A., Reghunadhan, R.,"Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists",Expert Systems with Applications,Volume 185, 15 December 2021, 115601
- Adithya, V., Rajesh, R.,"Hand gestures for emergency situations: A video dataset based on words from Indian sign language",Data in Brief,Volume 31, August 2020, 106016
- N. K. Ragesh and R. Rajesh,"Pedestrian Detection in Automotive Safety: Understanding State-of-the-Art",IEEE Access,Volume: 7, 47864 - 47890
- Fasil, O.K., Rajesh, R.,"Time-domain exponential energy for epileptic EEG signal classification",Neuroscience Letters,Volume 694, 16 February 2019, Pages 1-8
- Shikha Agarwal, R. Rajesh, Prabhat Ranjan,"FRBPSO: A Fuzzy Rule Based Binary PSO for Feature Selection",Proceedings of the National Academy of Sciences, India Section A: Physical Sciences,vol.87(2), pp. 221-233, 2017
- A. Muthamizh Selvan, R. Rajesh,"Spectral histogram of oriented gradients (SHOGs) for Tamil language male/female speaker classification",International Journal of Speech Technology,Vol. 15, Issue 2, pp. 259-264, June 2012
- J.. Satheeshkumar, R. Rajesh, S. Arumugaperumal, C. Kesavdas,"On Experimenting with Functional Magnetic Resonance Imaging of Lip Movement",The Neuroradiology Journal,vol. 21(1), pp. 23-30, Feb. 2008
- R. Rajesh, J. Satheeshkumar, S. Arumugaperumal, C. Kesavdas,"On Identifying Micro Level Error in Realignment Phase of Statistical Parametric Mapping",The Neuroradiology Journal,vol. 20(5), pp. 491-493, Oct. 2007
- R. Rajesh, M.R. Kaimal,"T-S Fuzzy Model with Nonlinear Consequence and PDC Controller for a Class of Nonlinear Control Systems",Applied Soft Computing Journal,vol. 7(3), pp. 772-782, June 2007
- R. Rajesh, M.R. Kaimal,"Variable gain Takagi-Sugeno fuzzy logic controllers",Informatica, International Journal of Lithuanian Academy of Sciences, Lithuania, IOS Press,vol. 17(3), pp. 427-444, 2006
Available Positions
Doctoral Student in the Area of Computational Intelligence, Image Processing, Biomedical Signal processing- 3 to 5 years
- Please continuously visit the website for notification regarding PhD admissions
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Research Projects Undertaken
Increasing the interest on programming among higher secondary students – A study based on Training Higher Secondary Teachers in Enjoyable Programming
PMMMNMTT, Central University of Kerala
Books / Chapters
Chapter(s) - Co-Author, (2020). Advances in Intelligent Systems and Computing, vol. 940, Springer, 978-3-030-16656-4Chapter(s) - Co-Author, (2014). Computer Networks and Security, Elsevier Science and Technology Publications, 9789351072447Book - Co-Author, (2016). Recent Advances in Mathematics, Statistics and Computer Science, World Scientific, 978-981-4696-16-6Book - Co-Author, (2016). Communication and Power Engineering, Walter de Gruyter, 978-3-11-046960-8Book - Co-Author, (2014). Computer Science and Engineering – Recent Trends, Narosa Publishing House, 978-81-8487-391-7
Awards & Honours
- Honour - Certificate for Science direct top 25 list of most downloaded articles, Elsevier, 2007
- Honour - Certificate of Research Excellence, The International Journal of Arts and Sciences, Germany Nov. 2009
- Awards - Best paper award in ICACCT, 19-20 Jan. 2013, Thailand
- Awards - Best Paper Award, 3rd World Conference on Applied Sciences, Engineering and Technology (WCSET-2014), Kathmandu, NEPAL, September 2014
- Awards - Best Student Branch Counsellor Award, IEEE Malabar Subsection, 2020
- Awards - IEEE Award for the outstanding design project at University of Kerala – Kariavattom student branch, 2004
- Awards - IEEE Award for outstanding leadership & service to the University of Kerala, Kariavattom student branch, 2004
- Awards - Best paper award in Second World Congress on Lateral Computing, Bangalore, India, Dec. 2005
Miscellaneous
| Membership/Fellowship of other institutions/professionals societies : |
IEEE Computational Intelligence Society Member
IEEE Senior Member
Computer Society of India Life member
Systems Society of India Life member
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| Student related co-curricular, extension and field based activities and counseling. |
IEEE Student Branch Counsellor
IEDC, Co-Nodal Officer
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| Contribution to corporate sector-management of the department and institution through participation in academic and administration,committees and responsibilities.
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Head, Department of Computer Science
IQAC Director
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| Other activities/Responsibilities : |
Academic Council Member
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| Any other relevant information, if not given above : |
Innovation Ambassador, IIC
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Teaching & Research Guidance
- Computer Graphics:Under Graduate
- Computer Graphics, Computational Intelligence, High Performance Computing:Post Graduate
- Computational Intelligence, Image Processing, Medical Signal Processing:Research Guidance