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gr.sinha@iiitb.ac.in

Education : Ph.D. (Chhattisgarh Swami Vivekanand Technical University Bhilai)

Prof. Sinha (Fellow IETE, Fellow ISTE, SMIEEE) received Ph.D. from Chhattisgarh Swami Vivekanand Technical University Bhilai; B.E. and M.Tech. (with Gold Medal) from National Institute of Technology Raipur. Prior to IIITB, he was working as Professor at IIITB-mentored Myanmar Institute of Information Technology (MIIT) Mandalay Myanmar. He has been Visiting Professor (Online) in National Chung Hsing University Taiwan, University of Sannio Italy and Visiting Professor (Honorary) in Sri Lanka Technological Campus Colombo.

He has published 310 research papers, book chapters and books at International and National levels; and edited 20 books in the field of Cognitive Science, Biomedical Signal Processing, Biometrics, Optimization Techniques, Sensors, Outcome based Education, Data Deduplication with Internationally reputed publishers Elsevier, IOP, Springer, Taylor & Francis, IGI. He owns two Australian patents. He is Associate Editor of five SCI/Scopus indexed journals and has been Guest Editor in various SCI journals.

Dr Sinha has been ACM Distinguished Speaker in the field of DSP (2017-2021). He has been Expert Member for Vocational Training Program by Tata Institute of Social Sciences (TISS) for Two Years. He has been contributing CSI Distinguished Speaker in the field of Image Processing since 2015. He also has served as Distinguished IEEE Lecturer in IEEE India council for Bombay section. He has received more than 12 National and International level Awards and Recognitions. He has delivered more than 60 Keynote/Invited Talks and Chaired many Technical Sessions in International Conferences across the world. He has been Vice President of Computer Society of India for Bhilai Chapter for two years. He is regular Referee of Project Grants under DST-EMR scheme of Govt. of India. He has been Expert Member of Professor promotion committee of GermanJordanian university Jordan and Project Proposal evaluation committee of UK-Israel Research Grants.

Dr Sinha has supervised 08 PhD Scholars, 15 M. Tech. Scholars, 100 UG level students and has been Supervising 01 more PhD Scholar. His research interest includes Biometrics, Medical/Biomedical Image Processing & Cognitive Science applications, Computer Vision, Outcome based Education (OBE) and Assessment of Student Learning Outcomes.

Biometrics, Medical/Biomedical Image Processing & Cognitive Science applications, Computer Vision, Outcome based Education (OBE) and Assessment of Student Learning Outcomes

 

  1. Recognized and Appreciated by Rector of Myanmar Aerospace Engineering University,The Republic of Union of Myanmar (2022) for contribution in consultancy and mentoring in teaching and research.
  2. Honored by Sanatan Samaj Myanmar (2022) for Social Service and Teaching English Speaking, Writing and Reading to Hindu, Sikh, and Muslim Community in Mandalay for two years.
  3. Distinguished Speaker by ACM (Association for Computing Machinery) for 04 Years (2017-2021), in the field of Digital Signal Processing.
  4. Certificate of Recognition for Volunteering Services in ACM Hyderabad Deccan Chapter for one year (2020-2021).
  5. Chhattisgarh Representative of IEEE MP Sub-Section Executive Council from 2014 to 2017.
  6. TCS Award 2014 for Outstanding Performance and Lasting Contribution to TCS Campus Commune by Tata Consultancy Services during annual event of TCS (Sparsh) at Hotel Leela Mumbai, 30 June-01 July 2014.
  7. Rajaram Bapu Patil National Award for Promising Engineering Teacher for Creative Work done in Technical Education by Indian Society for Technical Education (ISTE) New Delhi during 43rd Annual National Convention at Warananagar, Kolhapur on 19th December, 2013.
  8. Emerging Chhattisgarh Award 2013: Best Academician by Think Media Ltd. New Delhi, India on 18th August 2013.
  9. Engineer of the Year 2011 Award presented by Honorable Then His Excellency Governor of Chhattisgarh State Shri Shekhar Dutt on 15th September 2011 Engineers Day.
  10. Young Engineer of the Year 2008 Award by Institution of Engineers India at Ranchi during National Convention of Electronics & Telecommunication Engineering (18-19 October 2008).
  11. Chhattisgarh Young Scientist 2005 for “Frequency Domain Image Enhancement Technique for Biometric Scientists” by C.G. Council of Science & Technology, India.
  12. Expert Engineer Award 2007 by Institution of Engineers (India), BLC Bhilai.
  13. GOLD MEDAL for FIRST position in merit of M.Tech. (Comp.Tech.).
  14. Executive Council Member and Academic Council Member of Chhattisgarh Swami Vivekanand Technical University, Bhilai from 3rd April 2013 to 3rd April 2015.
  15. Deshbandhu Merit Scholarship for 05 years.

                   Books: 

  1. Machine Learning in Healthcare-Fundamentals and Recent Applications, Bikesh Kumar Singh and G.R. Sinha, 1st Edition, ISBN: 9781003097808, CRC Press, Taylor and Francis, 2022.
  2. Medical Image Processing: Concepts and Applications, G. R. Sinha and Bhagwati C. Patel, ISBN: 978-81-203-4902-5, Prentice Hall of India, 2014.
  3. Biometrics: Concepts and Applications, G. R. Sinha and Sandeep Patil, Wiley India Publications, a subsidiary of John Wiley, ISBN: 978-81-265-3865-2, March, 2013.

Edited Books (Last 05 Years only):

  1. Subudhi, Bidyadhar and G.R. Sinha, editors. Development of Employability Skills Through Pragmatic Assessment of Student Learning Outcomes. IGI Global, 2022. https://doi.org/10.4018/978-1-6684-4210-4.
  2. Sandeep Saini, Kusum Lata, Abhishek Sharma and G R Sinha, “Advances in Image and Data Processing using VLSI Design, Volume 2-Biomedical Applications”, ISBN 9780750339230, IOP Publishing, July 2022, https://doi.org/10.1088/978-0-7503-3923-0.
  3. Varun Bajaj and G R Sinha, “Artificial Intelligence-Based Brain-Computer Interface”, 1st Edition, Elsevier, February, 2022, ISBN: 9780323914123, https://www.sciencedirect.com/book/9780323911979/artificial-intelligence-based-brain-computer-interface.
  4. Valentina E. Balas, G. R. Sinha, Basant Agarwal, Tarun Kumar Sharma, Pankaj Dadheech, Mehul Mahrishi, “ Emerging Technologies in Computer Engineering: Cognitive Computing and Intelligent IoT”, 5th International Conference, ICETCE 2022, Jaipur, India, February 4–5, 2022, Springer, 2022, ISBN 978-3-031-07012-9, https://link.springer.com/book/10.1007/978-3-031-07012-9
  5. S. Kshatri, K Thakur, M M Khan, D. Singh & G. R. Sinha (Eds.). Computational Intelligence and Applications for Pandemics and Healthcare. 2022. IGI Global. https://doi.org/10.4018/978-1-7998-9831-3.
  6. Sandeep Saini, Kusum Lata, Abhishek Sharma and G R Sinha, “Advances in Image and Data Processing using VLSI Design, Volume 1-Smart vision systems”, ISBN 9780750339193, IOP Publishing, 2021, https://iopscience.iop.org/book/978-0-7503-3919-3.
  7. Sandeep Saini, Kusum Lata and G R Sinha, “VLSI and Hardware Implementations Using Modern Machine Learning Methods”, CRC Press, Taylor and Francis, ISBN 9781003201038, December 2021, https://doi.org/10.1201/9781003201038.
  8. Sanjiv Sharma, Valiur Rahaman and G. R. Sinha, “Big Data Analytics in Cognitive Social Media and Literary Texts: Theory and Praxis”, Springer, 2021, ISBN: 978-981-16-4729-1, https://link.springer.com/book/10.1007/978-981-16-4729-1#toc.
  9. Varun Bajaj and G. R. Sinha, “Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare”, ISBN 9781003146810, Published by CRC Press, Taylor and Francis, August 2021, https://doi.org/10.1201/9781003146810.
  10. Aakanksha Sharaff and G. R. Sinha, “Data Science and Its Applications”, Published by Taylor and Francis, CRC Press, 1st edition, August 2021, ISBN: 9780429263798, https://doi.org/10.1201/9781003102380.
  11. Varun Bajaj, G. R. Sinha and Chinmay Chakraborty, “Biomedical Signal Processing for Healthcare Applications”, ISBN 9781003147817, Published by CRC Press, July 21, 2021, https://doi.org/10.1201/9781003147817.
  12. Mridu Sahu and G. R. Sinha, “Brain and Behavior Computing”, ISBN 9780367552978, Published by CRC Press, Taylor and Francis, June 2021, https://www.routledge.com/Brain-and-Behavior-Computing/Sahu-Sinha/p/book/9780367552978.
  13. Aakanksha Sharaff, G.R.Sinha and Surbhi Bhatia, “New Opportunities for Sentiment Analysis and Information Processing”, Published by IGI Global Publishers, June 2021, https://www.igi-global.com/book/new-opportunities-sentiment-analysis-information/267827.
  14. Varun Bajaj and G. R. Sinha, “Computer-aided Design and Diagnosis Methods for Biomedical Applications”, ISBN 9780367638832, Published by CRC Press, April 28, 2021, https://doi.org/10.1201/9781003121152.
  15. Tin Thein Thwel & G. R. Sinha, “Data Deduplication Approaches-Concepts, Strategies and Challenges”, November 2020, Elsevier, https://www.elsevier.com/books/data-deduplication-approaches/thwel/978-0-12-823395-5.
  16. Varun Bajaj and G. R. Sinha, “Modelling and Analysis of Active Bio-potential Signals in Healthcare”, Volume 1, IOP Publishing, August 2020, https://iopscience.iop.org/book/978-0-7503-3279-8.
  17. Varun Bajaj and G. R. Sinha, “Modelling and Analysis of Active Bio-potential Signals in Healthcare”, Volume 2, IOP Publishing, December 2020, https://iopscience.iop.org/book/978-0-7503-3411-2.
  18. G. R. Sinha & J. Suri, “Cognitive Informatics, Computer Modelling and Cognitive Science, Volume 1: Theory, Case Studies and Applications”, Elsevier, 2020, https://www.elsevier.com/books/cognitive-informatics-computer-modelling-and-cognitive-science/sinha/978-0-12-819443-0.  
  19. G.R.Sinha & J. Suri, “Cognitive Informatics, Computer Modelling and Cognitive Science, Volume 2:  Applications to Neural Engineering, Robotics and STEM”, Elsevier, 2020, https://www.elsevier.com/books/cognitive-informatics-computer-modelling-and-cognitive-science/sinha/978-0-12-819445-4.
  20. G.R. Sinha, “Modern Optimization Methods for Science, Engineering and Technology”, Copyright © IOP Publishing Ltd 2020, Online ISBN: 978-0-7503-2404-5, Print ISBN: 978-0-7503-2402-1. https://iopscience.iop.org/book/978-0-7503-2404-5
  21. G. R. Sinha (Ed.). (2020). Assessment Tools for Mapping Learning Outcomes with Learning Objectives. IGI Global. http://doi:10.4018/978-1-7998-4784-7.
  22. G. R. Sinha, “Advances in Biometrics- Modern Methods and Implementation Strategies”, Springer Nature, 2019, ISBN 978-3-030-30436-2, https://www.springer.com/gp/book/9783030304355.
  23. G. R. Sinha, “Advances in Modern Sensors-Physics, Design, Simulation and Applications”, IOP Publishing, November 2020, https://iopscience.iop.org/book/978-0-7503-2707-7.

Journals (Last 05 Years only):

  1. Sharma, V.S., Nagwanshi, K.K. & Sinha, G.R. Classification of defects in photonic bandgap crystal using machine learning under microsoft AzureML environment. Multimed Tools Appl (2022). https://doi.org/10.1007/s11042-022-11899-z
  2. U D Dixit, M S Shirdhonkar and G R Sinha. Automatic logo detection from document image using HOG features. Multimedia Tools Applications (2022). Springer. https://doi.org/10.1007/s11042-022-13300-5.
  3. Tarishi Singh, Praneet Saurabh, Dhananjay Bisen, Lalit Kane, Mayank Pathak, G. R. Sinha, "Ftl-CoV19: A Transfer Learning Approach to Detect COVID-19", Computational Intelligence and Neuroscience, vol. 2022, Article ID 1953992, 16 pages, 2022. https://doi.org/10.1155/2022/1953992.
  4. Sonam Pandey, Rohit Miri, G R Sinha & Rohit Raja (2022): AFD filter and E2N2 classifier for improving visualization of crop image and crop classification in remote sensing image, International Journal of Remote Sensing, https://www.tandfonline.com/doi/full/10.1080/01431161.2021.2000062.
  5. Maleika Heenaye-Mamode Khan, Nuzhah Gooda Sahib-Kaudeer, Motean Dayalen, Faadil Mahomedaly, Ganesh R. Sinha, Kapil Kumar Nagwanshi, Amelia Taylor, "Multi-Class Skin Problem Classification Using Deep Generative Adversarial Network (DGAN)", Computational Intelligence and Neuroscience, vol. 2022, Article ID 1797471, 13 pages, 2022. https://doi.org/10.1155/2022/1797471
  6. Dimpal Tomar, Pradeep Tomar, Arpit Bhardwaj, G. R. Sinha, "Deep Learning Neural Network Prediction System Enhanced with Best Window Size in Sliding Window Algorithm for Predicting Domestic Power Consumption in a Residential Building", Computational Intelligence and Neuroscience, vol. 2022, Article ID 7216959, 14 pages, 2022. https://doi.org/10.1155/2022/7216959
  7. Vivek Anand Thoutam, Anugrah Srivastava, Tapas Badal, Vipul Kumar Mishra, G. R. Sinha, Aditi Sakalle, Harshit Bhardwaj, Manish Raj, "Yoga Pose Estimation and Feedback Generation Using Deep Learning", Computational Intelligence and Neuroscience, vol. 2022, Article ID 4311350, 12 pages, 2022. https://doi.org/10.1155/2022/4311350
  8. Chirag Roy, Satyendra Singh Yadav, Vipin Pal, Mangal Singh, Sarat Kumar Patra, G. R. Sinha, "An Ensemble Deep Learning Model for Automatic Modulation Classification in 5G and Beyond IoT Networks", Computational Intelligence and Neuroscience, 2021, 8 pages, 2021. https://doi.org/10.1155/2021/5047355.
  9. Praveen Kumar Shukla, Rahul Kumar Chaurasia and G. R. Sinha, “A Thresholding-Free State Detection Approach for Home Appliance Control Using P300-Based BCI”, IEEE SENSORS Journal, 21 (15), pp. 16927-16936, AUGUST 1, 2021, https://ieeexplore.ieee.org/document/9427074.
  10. Samrudhi Mohdiwale, Mridu Sahu, G. R. Sinha and Humaira Nisar, “Investigating Feature Ranking Methods for Sub-Band and Relative Power Features in Motor Imagery Task Classification”, Journal of Healthcare Engineering, Special Issue on Biomedical Signal Processing Using Non-Invasive Sensors for Healthcare, Vol. 2021, Article ID 3928470, 11 pages, https://www.hindawi.com/journals/jhe/2021/3928470/.  
  11. Maleika Heenaye-Mamode Khan, Nazmeen Boodoo-Jahangeer, Wasiimah Dullull, Shaista Nathire,  Xiaohong Gao,  G. R. Sinha, KapilKumar Nagwanshi, “Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)”, PLoS ONE, 16(8): e0256500,https://doi.org/10.1371/journal.pone.0256500.
  12. Sachin Taran, Varun Bajaj, G.R. Sinha and Kemal Polat, “Detection of sleep apnea events using electroencephalogram signals”, Applied Acoustics, Vol. 181, 2021, 108137, https://doi.org/10.1016/j.apacoust.2021.108137, https://www.sciencedirect.com/science/article/pii/S0003682X21002310.
  13. Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwived and G. R. Sinha, “A New Mask R-CNN-Based Method for Improved Landslide Detection”, IEEE Journal of selected topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 3799-3810, 2021, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9373966
  14. Kit Hwa Cheah, Humaira Nisar, Vooi Voon Yap, Chen-Yi Lee and G. R. Sinha, “Optimizing Residual Networks and VGG for Classification of EEG Signals: Identifying Ideal Channels for Emotion Recognition”, Journal of Healthcare Engineering, Vol. 2021, Article ID 5599615, 14 pages, https://doi.org/10.1155/2021/5599615.
  15. Laxmikant Tiwari, Rohit Raja, Vineet Awasthi, Rohit Miri, G. R. Sinha, Monagi H.Alkinani and Kemal Polat, “Detection of lung nodule and cancer using novel Mask-3 FCM and TWEDLNN algorithms”, Measurement, Elsevier, 172 (108882), January 2021, https://doi.org/10.1016/j.measurement.2020.108882, https://www.sciencedirect.com/science/article/abs/pii/S0263224120313701.
  16. S. Basheer, K. K. Nagwanshi, S. Bhatia, S. Dubey and G. R. Sinha, "FESD: An Approach for Biometric Human Footprint Matching Using Fuzzy Ensemble Learning," in IEEE Access, vol. 9, pp. 26641-26663, 2021, doi: 10.1109/ACCESS.2021.3057931, https://ieeexplore.ieee.org/document/9350265.
  17. S. S. Kshatri, D. Singh, B. Narain, S. Bhatia, M. T. Quasim and G. R. Sinha, "An Empirical Analysis of Machine Learning Algorithms for Crime Prediction Using Stacked Generalization: An Ensemble Approach," in IEEE Access, vol. 9, pp. 67488-67500, 2021, doi: 10.1109/ACCESS.2021.3075140, https://ieeexplore.ieee.org/abstract/document/9410543.    
  18. S. Mohdiwale, M. Sahu, G. R. Sinha and V. Bhateja, "Statistical Wavelets with Harmony Search based Optimal Feature Selection of EEG Signals for Motor Imagery Classification," in IEEE Sensors Journal, July 2020, doi: 10.1109/JSEN.2020.3026172, https://ieeexplore.ieee.org/document/9204669.
  19. Smith K. Khare, Varun Bajaj, G. R. Sinha, Adaptive Tunable Q Wavelet Transform based Emotion Identification, IEEE Transactions on Instrumentation and Measurement, Vol. 69, No. 12, pages 9609-9617, December 2020, https://ieeexplore.ieee.org/document/9131737.
  20. Samrudhi Mohdiwale, Mridu Sahu, G. R. Sinha, Varun Bajaj, Automated Cognitive Workload Assessment using Logical Teaching Learning based Optimization and PROMETHEE Multi-Criteria Decision Making Approach, IEEE Sensor Journal, Vol. 20, No. 22, pages 13629-13637, November 2020, https://ieeexplore.ieee.org/document/9131752.
  21. Varun Bajaj, G. R. Sinha, Siuly Siuly and Abdulkadir Sengur, “Guest Editorial: Current Trends in Cognitive Science and Brain Computing Research and Applications”, Electronics Letters, 2020, 56, (25), p. 1354-1355, DOI: 10.1049/el.2020.2790, IET Digital Library, https://digital-library.theiet.org/content/journals/10.1049/el.2020.2790.
  22. Silvia Liberata Ullo, Smith K. Khare, Varun Bajaj and G. R. Sinha, Hybrid Computerized Method for Environmental Sound Classification, IEEE Access, Vol. 8, pp. 124055-124065, July 2020, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9129696.
  23. S. Mohdiwale, M. Sahu and G R Sinha, “LJaya optimisation-based channel selection approach for performance improvement of cognitive workload assessment technique”, Electronics Letters, IET Digital Library, Vol. 56, Issue 15, pp. 793-795, https://digital-library.theiet.org/content/journals/10.1049/el.2020.1011,  July 2020.
  24. Carminati, M.; Sinha, G.R.; Mohdiwale, S.; Ullo, S.L. Miniaturized Pervasive Sensors for Indoor Health Monitoring in Smart Cities. Smart Cities 2021, 4, 146-155. https://doi.org/10.3390/smartcities4010008.
  25. Silvia Lberata Ullo and G.R. Sinha, “Advances in Smart Environment Monitoring Systesm using IoT and Sensors”, Sensors, MDPI, 20(3113), pp. 1-18, 2020, doi:10.3390/s2011311.
  26. Saba, L.; Agarwal, M.; Sanagala, S.S.; Gupta, S.K.; Sinha, G.R.; Johri, A.M.; Khanna, N.N.; Mavrogeni, S.; Laird, J.R.; Pareek, G.; Miner, M.; Sfikakis, P.P.; Protogerou, A.; Viswanathan, V.; Kitas, G.D.; Suri, J.S.: 'Brain MRI-based Wilson disease tissue classification: an optimised deep transfer learning approach', Electronics Letters, Vol. 56, Issue 25, pages 1395-1398, December 2020, DOI: 10.1049/el.2020.2102, IET Digital Library, https://digital-library.theiet.org/content/journals/10.1049/el.2020.2102.
  27. Anil Sahu, Vivek Chandra, G R Sinha, Neeraj Kumar, “An Efficient CTDSM Based On GM-C Quantizer and Improved Dynamic Element Matching”, IET Circuits, Devices & Systems, https://digital-library.theiet.org/content/journals/10.1049/iet-cds.2019.0404, 14(5), pp. 680-685, 2020.
  28. Anil Kumar Sahu, Vivek Kumar Chandra and G. R. Sinha, “Economic Modelling and Implementation of Test Signal Generator for Characterization of Continuous Time Sigma-Delta Analog-to-Digital Converter”, Radio-electronics and Communications Systems, 62(5), pp. 241–250, 2019.
  29. Sin Thi Yar Myint and G. R. Sinha, “Disambiguation using joint entropy in part of speech of written Myanmar text”, Int. j. inf. techno., https://doi.org/10.1007/s41870-019-00336-4, 2019.
  30. G.R.Sinha, K. Srujan Raju, Rajkumar Patra, Daw Win Aye and Daw Thuzar Khin, “Research Studies on Human Cognitive Ability”, International Journal of Intelligent Defense Support Systems, 5(4), pp. 298-304, 2018 (Scopus Indexed).
  31. G. R. Sinha, “Innovation and Research Skill for Knowledge-based Economy of Myanmar: Current Status and Recommendation", Journal of Science and Technology Policy Management, https://doi.org/10.1108/JSTPM-12-2017-0078, March 2018 (Scopus Indexed). 
  32. Anil Kumar Sahu, Vivek Chandra and G.R. Sinha, “Design concept of reduction of chip area overhead and power consumptions of single loop CT sigma delta ADC using BIST”, Journal of Engineering and Technology, 6, pp. 174-188, 2018.
  33. Sonam Pandey and G.R. Sinha, “Efficient Visualization and Analysis of Remote Sensed Images: Current Status and Recommendation”, International Journal of Pure and Applied Mathematics, 118(05), pp. 383-396, 2018 (Scopus Indexed).
  34. Devanand Bhonsle, Vivek Chandra and G R Sinha, “Speckle noise removal from Ultrasound images using Combined bivariate shrinkage and enhanced total Variation techniques”, International Journal of Pure and Applied Mathematics, 118(18), pp. 1109-1132, 2018 (Scopus Indexed).
  35. Devanand Bhonsle, V K Chandra and G. R. Sinha, “An Optimized Framework Using Adaptive Wavelet Thresholding and Total Variation Technique for De-Noising Medical Images”, Jour of Adv Research in Dynamical & Control Systems, 10(09), pp. 953-965, Special Issue, 2018 (Scopus Indexed).
  36. Hemlata Sinha, M.R. Meshram and G.R. Sinha, “BER Performance Analysis of MIMO-OFDM Over Wireless Channel”, International Journal of Pure and Applied Mathematics, 118(05), pp. 195-206, 2018 (Scopus Indexed).
  37. B. Jena, P. Patel and G.R.Sinha, “ An Efficient Random valued Impulse noise Suppression Technique using Artificial Neural Network and Non-Local Mean Filter”, International Journal of Rough Sets and Data Analysis, IGI Publications, 5 (2), 2018, ACM Digital Library.  
  38. G. R. Sinha, “Indian Sign Language (ISL) Biometrics for Hearing and Speech Impaired Persons: Review and Recommendation”, International Journal of Information Technology (Springer), 9(4), pp. 425-430, 2017.  
  39. Anil Kumar Sahu, Vivek Chandra and G.R. Sinha, “Coordinate Rotation Digital Computer Enabled Built-in-Self-Test Scheme for Oversampling Analog-to-Digital Converter”, International Journal of Pure and Applied Mathematics, 117(15), pp. 535-548, 2017 (Scopus Indexed).
  40. Devanand Bhonsle, Vivek Chandra and G R Sinha, “Noise Removal from Medical Images Using Shrinkage Based Enhanced Total Variation Technique”, Journal of Advanced Research in Dynamical & Control Systems, 13, pp. 549-560, 2017 (Scopus Indexed).
  41. Anil Kumar Sahu, Vivek Kumar Chandra and G R Sinha, “Modeling and analysis of quantization noise and Power estimation of continuous-time delta sigma Analog-to-digital converter using test enable Feature for 4G radios”, Journal of Advanced Research in Dynamical and Control Systems- JARDCS Special Issue On Environment, Engineering & Energy, 9(14), pp. 1323-1333, 2017 (Scopus Indexed).
  42. G. R. Sinha, “Study of Assessment of Cognitive Ability of Human Brain using Deep Learning”, International Journal of Information Technology (Springer), 1(1), pp. 1-6, 2017.
  43. G. R. Sinha, “Image Processing Tools for Improved Visualization and Analysis of Remotely Sensed Images for Agriculture and Forest Classifications”, Agriculture and Forestry Journal, 1(1), pp. 27-32, 2017.
  44. G. R. Sinha, “Lecture based Mapping towards Achieving Excellence in Outcome Based Education (OBE) Framework”, International Education and Research Journal, 3(6), pp. 227-229, 2017.
  45. Hemlata Sinha, M.R. Meshram and G.R. Sinha, “BER Performance Analysis of STBC from Orthogonal Design over MIMO Fading Channel”, International Journal of Engineering Technology Science and Research, 04(02), pp. 512-520, 2017 (UGC Journal).
  46. G.R.Sinha and Kavita Thakur, “Image Processing Techniques for Remote Sesning Applications”, International Journal of Luminescence and Applications, 7(3-4), pp. 499-502, October-December 2017.
  47. G.R.Sinha, Kavita Thakur and Prafulla Vyas, “Research Impact of Astronomical Image Processing”, International Journal of Luminescence and Applications, 7(3-4), pp. 503-506, October-December 2017.
  48. Anurag Shrivastava, Vivek Chandra and G.R.Sinha, “Comparison of various adaptive filtering algorithm techniques for removal of PLI noise from an ECG signal-a case study”, International Journal of Luminescence and Applications, 7(3-4), pp. 471-474, October-December 2017.
  49. Anil Kumar Sahu, Vivek Chandra and G.R.Sinha, “Design of Continuous time sigma delta ADC for signal processing application”, International Journal of Luminescence and Applications, 7(3-4), pp. 486-490, October-December 2017.
  50. Devanand Bhonsle, Vivek Chandra and G.R.Sinha, “Difficulty in estimation of salt and pepper noise and suitability of median filter to remove impulse noise from images”, International Journal of Luminescence and Applications, 7(3-4), pp. 495-498, October-December 2017.

Book Chapters (Last 05 Years only):

  1. Sinha, G. R., Subudhi, B., Fan, C., & Das, D. (2022). Attaining Strong Learning Outcomes Using Modern Pedagogies in Teaching Image Processing and Computer Vision. In B. Subudhi, & G. Sinha (Ed.), Development of Employability Skills Through Pragmatic Assessment of Student Learning Outcomes (pp. 1-20). IGI Global. https://doi.org/10.4018/978-1-6684-4210-4.ch001.
  2. Sinha, G. R., Subudhi, B., & Ullo, S. L. (2022). Roadmap to Robust Assessment of Student Learning Outcomes. In B. Subudhi, & G. Sinha (Ed.), Development of Employability Skills Through Pragmatic Assessment of Student Learning Outcomes (pp. 244-264). IGI Global. https://doi.org/10.4018/978-1-6684-4210-4.ch013.
  3. Nagwanshi, K. K., Sinha, G. R., Subudhi, B., Landge, P. B., & Bhise, D. V. (2022). An Empirical Study on the Effect of Program Educational Objectives on the Computer Science Subject. In B. Subudhi, & G. Sinha (Ed.), Development of Employability Skills Through Pragmatic Assessment of Student Learning Outcomes (pp. 199-224). IGI Global. https://doi.org/10.4018/978-1-6684-4210-4.ch011.
  4. Sandeep Saini, Kusum Lata, Abhishek Sharma and G R Sinha, “Biomedical image signal processing and its VLSI implementation–past, present and future”, in edited book Advances in Image and Data Processing using VLSI Design, Volume 2-Biomedical Applications”, ISBN 9780750339230, IOP Publishing, July 2022, https://iopscience.iop.org/book/978-0-7503-3923-0/chapter/bk978-0-7503-3923-0ch1.  
  5. Smith K. Khare, Varun Bajaj, Sachin Taran and G.R. Sinha,” Multiclass sleep stage classification using artificial intelligence based time-frequency distribution and CNN”, pp. 1-22, In Artificial Intelligence-Based Brain-Computer Interface, 1st Edition, Elsevier, February, 2022, ISBN: 9780323914123, https://www.sciencedirect.com/science/article/pii/B9780323911979000126.
  6. Sinha, G.R., Gunawardhana, N. and Fan, C.-P. (2022). Outcome-Based Education Toward Achieving Sustainable Goals in Higher Education. In The Wiley Handbook of Sustainability in Higher Education Learning and Teaching (eds K.A.A. Gamage and N. Gunawardhana). https://doi.org/10.1002/9781119852858.ch3
  7. Kshatri, S. S., Sharma, S., & Sinha, G. R. (2022). An Investigation of the Coronavirus Disease (COVID-19) Mortality Risk Using Machine Learning. In S. Kshatri, K. Thakur, M. Khan, D. Singh, & G. Sinha (Ed.), Computational Intelligence and Applications for Pandemics and Healthcare (pp. 1-24). IGI Global. https://doi.org/10.4018/978-1-7998-9831-3.ch001
  8. Deshpande, A., Thakur, K., Vyas, P., & Sinha, G. R. (2022). Study of Behavioral Changes and Heart Rate Variability Through Speech Signal Analysis in COVID-19 Patients. In S. Kshatri, K. Thakur, M. Khan, D. Singh, & G. Sinha (Ed.), Computational Intelligence and Applications for Pandemics and Healthcare (pp. 159-183). IGI Global. https://doi.org/10.4018/978-1-7998-9831-3.ch008
  9.  Smith K. Khare, Varun Bajaj, Abdulkadir Sengur and G.R. Sinha, “Classification of mental states from rational dilation wavelet transform and bagged tree classifier using EEG signals”, pp. 217-235, In Artificial Intelligence-Based Brain-Computer Interface, 1st Edition, Elsevier, February, 2022, ISBN: 9780323914123, https://www.sciencedirect.com/science/article/pii/B978032391197900014X.
  10. Sandeep Saini, Kusum Lata, Abhishek Sharma and G R Sinha, “An FPGA implementation of the RSA algorithm using VHDL and a Xilinx system generator for image applications”, in edited book Advances in Image and Data Processing using VLSI Design, Volume 1-Smart vision systems”, ISBN 9780750339193, IOP Publishing, 2021, https://iopscience.iop.org/book/978-0-7503-3919-3.
  11. Sandeep Saini, Kusum Lata and G R Sinha, “VLSI and Hardware Implementation Using Machine Learning Methods: A Systematic Literature Review”, In edited book: VLSI and Hardware Implementations Using Modern Machine Learning Methods, CRC Press, Taylor and Francis, ISBN 9781003201038, December 2021, https://doi.org/10.1201/9781003201038.
  12. Sachin Taran, Ravi, Smith K. Khare, Varun Bajaj, G. R. Sinha, “Classification of Alertness and Drowsiness States Using the Complex Wavelet Transform-Based Approach for EEG Records”, “Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare”, ISBN 9781003146810, Published by CRC Press, Taylor and Francis, August 2021, pages 15,  https://doi.org/10.1201/9781003146810.
  13. Sharaff A., Ukey K.S., Choure R., Couradiya A., Sinha G.R., “Automatic Dimension Detection of Fish Images”, In: Singh T.P., Tomar R., Choudhury T., Perumal T., Mahdi H.F. (eds) Data Driven Approach Towards Disruptive Technologies. Studies in Autonomic, Data-driven and Industrial Computing. Springer, Singapore, April 2021,  https://doi.org/10.1007/978-981-15-9873-9_5
  14. Sachin Taran, Smith Khare, Varun Bajaj and G R Sinha, “Classification of motor-imagery tasks from EEG signals using the rational dilation wavelet transform”, Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 2, Pages 1-1 to 1-20, IOP Publishing, December 2020, https://iopscience.iop.org/book/978-0-7503-3411-2/chapter/bk978-0-7503-3411-2ch1.
  15. Bhagwati Charan Patel, G. R. Sinha and Naveen Goel, “Introduction to Sensors”, In Advances in Modern Sensors-Physics, Design, Simulation and Applications, IOP Publishing, pp. 1-1-1-21, November 2020, https://iopscience.iop.org/book/978-0-7503-2707-7/chapter/bk978-0-7503-2707-7ch1.
  16. Samrudhi Mohdiwale, Mridu Sahu, G. R. Sinha and Silvia L. Ullo, “Cognitive and Biosensors-an overview”, In Advances in Modern Sensors-Physics, Design, Simulation and Applications, IOP Publishing, pp. 9-1-9-22, November 2020, https://iopscience.iop.org/book/978-0-7503-2707-7/chapter/bk978-0-7503-2707-7ch9.
  17. Chan Myae Kyaw Win, Myat Thu Kha, May Thin Khaing, Chan Myae Khin, G R Sinha, Phyu Phyu Khaing and Divya Prakash Shrivastava, “Sensor technologies combined with AI helping in smart transport systems as driverless cars”, In Advances in Modern Sensors-Physics, Design, Simulation and Applications, IOP Publishing, pp. 10-1-10-19, November 2020, https://iopscience.iop.org/book/978-0-7503-2707-7/chapter/bk978-0-7503-2707-7ch10.
  18. Smith K Khare, Varun Bajaj, Siuly Siuly and G R Sinha, “Classification of schizophrenia patients through empirical wavelet transformation using electroencephalogram signals”, Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 1, Pages 1-1 to 1-26, IOP Publishing, August 2020, https://iopscience.iop.org/book/978-0-7503-3279-8/chapter/bk978-0-7503-3279-8ch1.
  19. G.R.Sinha & J. Suri, “Introduction to Cognitive Science, informatics and modelling”, in Cognitive Informatics, Computer Modelling and Cognitive Science, Volume 1: Theory, Case Studies and Applications, Elsevier, 2020, https://www.elsevier.com/books/cognitive-informatics-computer-modelling-and-cognitive-science/sinha/978-0-12-819443-0
  20. G.R. Sinha and Pyae Sone Oo, Introduction to Biometrics and Special Emphasis on Myanmar Sign Language Recognition. In: Sinha G. (eds) Advances in Biometrics. Springer, Cham, https://link.springer.com/chapter/10.1007/978-3-030-30436-2_1#citeas.
  21. G.R. Sinha, “Introduction and background to optimization theory”, book chapter in Modern Optimization Methods for Science, Engineering and Technology edited by G R Sinha, November 2019, Copyright © IOP Publishing Ltd 2020, pp. 1-1-1-18. https://iopscience.iop.org/book/978-0-7503-2404-5/chapter/bk978-0-7503-2404-5ch1
  22. Vandana Khare and G R Sinha, “A novel approach for QoS optimization in 4G cellular networks”, book chapter in Modern Optimization Methods for Science, Engineering and Technology edited by G R Sinha, November 2019, Copyright © IOP Publishing Ltd 2020, pp. 17-1-17-14. https://iopscience.iop.org/book/978-0-7503-2404-5/chapter/bk978-0-7503-2404-5ch17
  23. Zar Chi Su Su Hlaing, G R Sinha and Myo Khaing, “Implementing the traveling salesman problem using a modified ant colony optimization algorithm”, book chapter in Modern Optimization Methods for Science, Engineering and Technology edited by G R Sinha, November 2019, Copyright © IOP Publishing Ltd 2020, pp. 5-1-5-43. https://iopscience.iop.org/book/978-0-7503-2404-5/chapter/bk978-0-7503-2404-5ch5
  24. Shakya H.K., Shaik N., Singh K., Sinha G.R., Biswas B. (2020) Community Structure Identification in Social Networks Inspired by Parliamentary Political Competitions. In: Data Management, Analytics and Innovation. Advances in Intelligent Systems and Computing, Vol. 1016. Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-13-9364-8_32
  25. Sahu A.K., Sinha G.R., Soni S. (2020) Design of Sigma-Delta Converter Using 65 nm CMOS Technology for Nerves Organization in Brain Machine Interface. In: Sharma N., Chakrabarti A., Balas V. (eds) Data Management, Analytics and Innovation. Advances in Intelligent Systems and Computing, Vol. 1042. Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-32-9949-8_28
  26. M R Mahmood, R K Para, R Raja and G.R. Sinha, “A Novel Approach for Weather Prediction Using Forecasting Analysis and Data Mining Techniques”, In Lecture Notes on Innovations in Electronics and Communication Engineering in Networks and Systems, Vol. 65, Springer, Singapore, 2019.

Research Papers Presented/Published in Proceedings of International Conference (Last 05 Years only):

  1. S. Mohdiwale, M. Sahu and G. R. Sinha, "Binary Chaotic Jaya Optimization for Cognitive State Assessment," 2021 13th International Conference on Information & Communication Technology and System (ICTS), 2021, pp. 301-305, https://ieeexplore.ieee.org/document/9608000.
  2. D. Bhonsle, G. R. Sinha and D. P. Shrivastava, "Suppression of Gaussian Noise using Spatio-Spectral Total Variation Technique," 2020 Seventh International Conference on Information Technology Trends (ITT), 2020, pp. 89-93, https://ieeexplore.ieee.org/document/9320775
  3. S. S. Hlaing, M. M. Tin, M. M. Khin, P. P. Wai and G. R. Sinha, "Big Traffic Data Analytics for Smart Urban Intelligent Traffic System Using Machine Learning Techniques," 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE), Kobe, Japan, 13-16 October, 2020, pp. 299-300, doi: 10.1109/GCCE50665.2020.9291790, https://ieeexplore.ieee.org/abstract/document/9291790
  4. Khin T., Srujan Raju K., Sinha G.R., Khaing K.K., Kyi T.M. (2020) Review of Optimization Methods of Medical Image Segmentation. Proceedings of the Third International Conference on Computational Intelligence and Informatics. Advances in Intelligent Systems and Computing, Vol 1090. Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-15-1480-7_17
  5. Khaing K.K., Srujan Raju K., Sinha G.R., Swe W.Y. (2020) Automatic Temperature Control System Using Arduino. In Proceedings of the Third International Conference on Computational Intelligence and Informatics. Advances in Intelligent Systems and Computing, vol 1090. Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-15-1480-7_18
  6. Nwe Ni Kyaw, G R Sinha, Kyaw Kyaw Naing, S.Padma and M. Jayapal, “Current Status of Research on Myanmar Currency Recognition”, In Proceedings of First International Conference on Computational Science and Intelligence (FICCSI - 2020), pp. 106-112, 26th -27th February 2020, Tiruchengode India.
  7. Nu Nu Win, Nwe Ni Kyaw, G R Sinha, E. Rajamanickum and Mr. K. Murugesan, “Language teaching methodologies and acquisition”, In Proceedings of First International Conference on Computational Science and Intelligence (FICCSI - 2020), pp. 113-118, 26th -27th February 2020, Tiruchengode India.
  8. Moe Moe Htay, G R Sinha, Hanni Htun and Phyu Myo Thwe, “Comparison of Preprocessing Methods used in Facial Expression Recognition”, 2019 Joint International Conference on Science, Engineering and Innovation, pp. 251-255, 16th September 2019, Mandalay Myanmar.
  9. Nwe Ni Kyaw, Myat Myo New Wai, Phyu Myo Thwe, G R Sinha, Phyu Phyu Khaing and Moe Moe Htay, “Breast Cancer Research using Novel Segmentation Methods”, 2019 Joint International Conference on Science, Engineering and Innovation, pp. 270-274, 16th September 2019, Mandalay Myanmar.
  10. Phyu Myo Thwe, Nwe Ni Kyaw, Moe Moe Htay, G R Sinha and Phyu Phyu Khaing, “A Critical Survey on Static and Dynamic Hand Gesture Recognition”, 2019 Joint International Conference on Science, Engineering and Innovation, pp. 279-283, 16th September 2019, Mandalay Myanmar.
  11. G R Sinha and Nwe Ni Kyaw, “Developing Employability Skills using ICT Tools”, Myanmar Universities Research Conference (MURC) 2019, pp. 150-153, May 24-25, 2019, Yangon Myanmar.
  12. Nwe Ni Kyaw and G R Sinha, “Early Detection of Breast Cancer-A Review”, Myanmar Universities Research Conference (MURC) 2019, pp. 54-57, May 24-25, 2019, Yangon Myanmar.
  13. Nwe Ni Kyaw, G.R. Sinha and Khin Lay Mon, “License Plate Recognition of Myanmar Vehicle Number Plates a Critical Review”, 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 771-774, Japan.
  14. G. R. Sinha, Lalit Garg and D.P. Shrivastava, “Deep Learning based Analysis and Classification of Medical Images in India Context: Review and Recommendations”, International Conference on Information Systems and Management Science (ISMS 2018), ISBN: 978-1-5108-5880-0, Abstr. p. 5, 22-23 February, 2018, Malta.
  15. G. R. Sinha, Rohit Raja, Raj Kumar Patra, Lalit Garg, “Fuzzy Inference System for Efficient Cancer Detection”, International Conference on Information Systems and Management Science (ISMS 2018), ISBN: 978-1-5108-5880-0, Abstr. p. 5, 22-23 February, 2018, Malta.
  16. Anil Kumar Sahu, Vivek Kumar, Vivek Chandra and G. R. Sinha, “Design of Single Loop CT Sigma-Delta Modulators for High Resolution-Wideband Applications using GUI”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS)-2017, ISBN CFP17M55-PRT/978-1-5386-1886-8, pp. 428-431, Chennai, August 1-2, 2017 (IEEE Explore).
  17. Anil Kumar Sahu, Vivek Kumar, Vivek Chandra and G. R. Sinha, “Design of A Low Power Op-Amp–less ASDM using 45nm BICMOS Technology to Linearize VCO-ADC”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS)-2017, ISBN CFP17M55-PRT/978-1-5386-1886-8, pp. 241-244, Chennai, August 1-2, 2017 (IEEE Explore).
  18. Anil Kumar Sahu, Vivek Chandra and G R Sinha, “Optimized system level Modeling of CORDIC enabled BIST of Sigma-Delta DAC”, 2nd International Conference on Convergence of Technology, 978-1-5090-4307-1/17/$31.00 ©2017 IEEE, April 7-9, 2017, Pune, India.

 

Courses Taught:

  • Digital Signal/Image Processing
  • Artificial Intelligence/Machine Learning
  • Analog & Digital Communication System
  • Digital/Analog Electronics
  • Sensors and IoTs
  • Circuit Theory
  • Cognitive Science Applications of Biomedical Image Processing 

 

Research and Consultancy

  1. Consultant at iNET College of Mandalay, Myanmar from 5th February 2018 to 29th January 2021, in the areas of Quality assessment, Research and Development, and Assessment of Student Learning Outcomes.
  2. Received 36.6 Lakhs (INR) for “Assessment of R&D Impact on Socio-Economic Status of Rural India”, under NSTMIS Division of DST India (Completed).
  3. Received Travel Grant of around 7800 USD by ACM New York for delivering ACM Distinguished Lectures in Paris, Taiwan, Sanya-China, Yangon, Magway, Meiktila, Allahabad, Tiruchengode, Nagercoil, Nagpur and Bangalore, 2019. 
  4. Appointed as an Expert Member in “Center of Excellence” by Tata Institute of Social Sciences (TISS_SVE) Mumbai for Two Years (2017-2019).  

Other Research Experience

  1. Associate Editor of IEEE Access-The Multidisciplinary Open Access Journal (2020-2023).
  2. Associate Editor of IET Electronics Letters for three years (2020-2023) (an SCI journal of IET UK)
  3. Associate Editor of IET Image Processing for three years (2020-2023) (an SCI journal of IET UK).
  4. Associate Editor of International Journal of Computer Network and Information Security(IJCNIS) of MECS Hong Kong since 2020 (Scopus indexed journal).
  5. Guest Editor of Special Issue of Journal of Healthcare Engineering on “Biomedical Signal Processing Using Non-Invasive Sensors for Healthcare”, Hindawi, 2021.
  6. Guest Editor of International Journal of Biometrics (Special Issue) on: "Investigation of Robustness in Image Enhancement and Pre-processing Techniques for Biometrics and Computer Vision Applications", Inderscience, 2021.
  7. Guest Editor of Special Issue of IET Electronics Letters on “Current Trends in Cognitive Science & Brain Computing Research, and Applications”, 2020.
  1. Member, Board of Examiner of M.Sc. Programme of University of Mauritius (July 2022-August 2023).
  2. Expert Member of Internal Quality Assurance Commiittee of Myanmar Institute of Information Technology (MIIT) Mandalay, Myanmar (July 2022-December 2024)
  3. Expert Member of Project Proposal Evaluation of Israel-UK Wohl Clean Growth Alliance Grants by British Council, 2021.
  4. Expert Member in Promotion to Professor Evaluation Committee of German-Jordanian University Jordan, 2021.
  5.  “ACM Distinguished Speaker” by ACM New York in the field of DSP for 04 years (2017-2021).