DR. SANDHYA SHARMA
ASSOCIATE PROFESSOR

Publications

• Sharma, S., Gupta, S., Gupta, D., Rashid, J., Juneja, S., Kim, J. and Elarabawy, M.M., 2022. Performance evaluation of the deep learning based convolutional neural network approach for the recognition of chest X-ray images. Frontiers in oncology, 12, p.932496. visit:https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2022.932496/full
• Sharma, S., Gupta, S., Gupta, D., Juneja, S., Singal, G., Dhiman, G. and Kautish, S., 2022. Recognition of gurmukhi handwritten city names using deep learning and cloud computing. Scientific Programming, 2022, pp.1-16. Visit: https://www.hindawi.com/journals/sp/2022/5945117/
• Sharma, S., Gupta, S., Gupta, D., Juneja, S., Turabieh, H., Sharma, L. and Kiros Bitsue, Z., 2022. Optimized CNN-based recognition of district names of Punjab state in Gurmukhi script. Journal of Mathematics, 2022, pp.1-10. Visit: https://www.hindawi.com/journals/jmath/2022/6580839/
• Kaur, S., Sharma, S., Parmar, M. and Gupta, L., 2023, April. Peak Detector Circuits for Safeguarding Against Fault Injection Attacks. In International Conference on IoT, Intelligent Computing and Security: Select Proceedings of IICS 2021 (pp. 297-305). Singapore: Springer Nature Singapore. Visit: https://link.springer.com/chapter/10.1007/978-981-19-8136-4_25
• Sharma, S., Gupta, S., Sharma, A., Gupta, L. and Kaur, S., 2022, December. Implementation of Technology to Recognize Segmented and Non-Segmented Text: A Survey. In 2022 International Conference on Automation, Computing and Renewable Systems (ICACRS) (pp. 439-442). IEEE. Visit: https://ieeexplore.ieee.org/abstract/document/10029207/
• Chugh, H., Garg, M., Gupta, S. and Sharma, S., 2022, October. Plant Leaf Image Identification with Texture Features using Microstructure Descriptor. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1- 5). IEEE. Visit: https://ieeexplore.ieee.org/abstract/document/9965054
• Sharma, S. and Gupta, S., 2022. Analyzing Different Optimizers for the Recognition of Gurmukhi Handwritten Text by Employing CNN. ECS Transactions, 107(1), p.8809. visit: https://iopscience.iop.org/article/10.1149/10701.8809ecst/meta.
• Sharma, S., Gupta, S., Kumar, N. and Chugh, H., 2022. Analysis of the Proposed CNN Model for the Recognition of Gurmukhi Handwritten City Names of Punjab. In Mobile Radio Communications and 5G Networks: Proceedings of Second MRCN 2021 (pp. 267-279). Singapore: Springer Nature Singapore.Visit: https://link.springer.com/chapter/10.1007/978-981-16-7018-3_21.
• Sharma, S., Gupta, S. and Kumar, N., 2022, May. A detailed study on the recognition of text using machine learning. In AIP Conference Proceedings (Vol. 2357, No. 1). AIP Publishing. Visit: https://pubs.aip.org/aip/acp/article-abstract/2357/1/040010/2821085/A-detailed-study-on-the-recognition-of-text-using.
• Prashar, S., Singh, S., Sood, V. and Sharma, S., 2022. Ambient refractive index sensitivity of long-period fiber grating (LPFG) with reduced cladding thickness using three-layer fiber geometry approach. Journal of Optical Communications, (0). Visit: https://www.degruyter.com/document/doi/10.1515/joc-2021-0287/html.
• Sharma, S. and Gupta, S., 2021, October. Recognition of various scripts using machine learning and deep learning techniques-A review. In 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) (pp. 84-89). IEEE. Visit: https://ieeexplore.ieee.org/abstract/document/9609404.
• Parmar, M., Kumar, N., Kaur, H.J., Sharma, A., Sharma, S. and Sandhu, M., 2021. Analysis and comparison of different blockchain algorithms in IoT security. In IOP Conference Series: Materials Science and Engineering (Vol. 1022, No. 1, p. 012059). IOP Publishing. Visit: https://iopscience.iop.org/article/10.1088/1757-899X/1022/1/012059/meta.
• Sharma, S., Gupta, S., Kumar, N. and Arora, T., 2023. Postal Automation System in Gurmukhi Script using Deep Learning. International Journal of Image and Graphics, 23(01), p.2350005. visit: https://www.worldscientific.com/doi/abs/10.1142/S0219467823500055.
• Sharma, S., Gupta, S. and Kumar, N., 2021. Holistic approach employing different optimizers for the recognition of district names using CNN model. Annals of the Romanian Society for Cell Biology, pp.3294-3306. Visit:http://annalsofrscb.ro/index.php/journal/article/view/1803.
• Sharma, S., Gupta, S. and Kumar, N., 2020. A comprehensive study on the recognition of Gurmukhi script. Journal of Computational and Theoretical Nanoscience, 17(6), pp.2674-2677. Visit:https://www.ingentaconnect.com/contentone/asp/jctn/2020/00000017/00000006/art00038.
• Sharma, S. and Kaur, S., 2013. Image Compression using hybrid of DWT, DCT and Huffman Coding. Int. J. Sci. Emerg. Technol. with Latest Trends, 5(1), pp.19-23. Visit: https://scholar.google.com/citations? view_op=view_citation&hl=en&user=RcgvzEUAAAAJ&citation_for_view=RcgvzEUAAAAJ:d1gkVwhDpl0C.
• Sharma, S. and Bhat, U., 2013. Image Compression using an efficient hybrid algorithm. Journal on Today’s Ideas-Tomorrow’s Technologies, 1(1), pp.45-50. Visit:https://jotitt.chitkara.edu.in/index.php/jotitt/article/view/104.

Training programs conducted

• Served as a member of Technical Organizing committee for the National Conference on Intellectual Property Rights in Science & Technology, held at Chitkara University, Himachal Pradesh on 18th and 19th April, 2022.
• Conducted the 5 days FDP on Web Development Technologies” from 22nd Jan, 2020 to 28th Jan, 2020.
• Conducted various sessions on IPR.

TRAINING PROGRAMS/WORKSHOPS/REFRESHER COURSES/FDPs ATTENDED

• Attended 5 days Short term course on “Digital Tools for Teaching & Learning” scheduled from 24th -28th July,2023 conducted by NITTTR Chandigarh.
• Attended 5 days FDP on “Inculcating Universal Human Values in Technical Education” organized by AICTE from 3rd-7th April,2023.
• Attended 5 days FDP on “Proposal Writing for Extramural Research Grant” organized by the Department of Applied Sciences, Chitkara University Himachal Pradesh from 8th-12th August,2022.
• Attended 5 days FDP on “Quality Assurance in Higher Education” organized by the department of CSE, Chitkara University HP from 10th-14th August,2021.
• Successfully completed 15.5 hours certified course on “Deep learning CNN: Convolutional Neural Networks with Python online course from ‘Udemy”.
• Successfully completed 23 hours certified course on “Deep learning A-Z: Hands-on Artificial Neural Networks” using Python online course from ‘Udemy”.
• Successfully completed 7 hours certified course on “Deep learning: The Complete Guide with CNN and ANN” from ‘Udemy”.
• Successfully completed 10 hours certified course on “Deep learning with Python and Keras” from ‘Udemy’.
• Attended one week National Workshop on “Deep Dive into Python”organised Chitkara University, HP from 24th-28th August,2021.
• Participated and successfully completed 5 days AICTE Training And Learning (ATAL) Academy Online FDP on “Artificial Intelligence” from 7th-11th December, 2020 at Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal.
• Participated and successfully completed 5 days AICTE Training And Learning (ATAL) Academy Online FDP on “Data Sciences” from 2nd-6th December,2020 at University College Of Engineering(Kakatiya University).
• Participated in 10 days National Level Faculty Development Program on “LATEX for preparing Manuscripts” organized by Department of Electronics and Communication Engineering, Chitkara University, Rajpura, Punjab, India, from 20th-31st July 2020.
• Attended a webinar on “Reconstructing and Reshaping the Road Ahead-Polishing Employability Skills” on 21st July,2020 organized by Chitkara University, Himachal Pradesh.
• Attended the 6 days online workshop titled “Enhance the Count and Quality of Your Research Publications” organized by Chitkara University, Punjab from 6th- 11th July, 2020.
• Attended online Transeducational Webinar series from 19th-26th June,2020 under Global week organized by Chitkara University, Himachal Pradesh.
• Attended 10 days FDP on “Machine Learning using Python” organized by Electronics and ICT academy, IIT, Roorkee from 20th-29th April,2020
• Attended a Webinar on “Intervention of technology in higher education amid the corona crisis” organized by ELETS TECHNOMEDIA and digital learning magazine on 13th April,2020.
• IIEECP Pre-Certification workshop held at Chitkara University, Punjab from 10th-12th May, 2016
• Attended Online Course on ‘Happiness’ conducted by Udemy on 14th April, 2016
• Refresher Course on Learning Technologies organized by Centre for Research in Education Innovation & Learning Analytics from 6th-8th July,2015
• AICTE recognized Short term Course on VLSI through ICT from 10th March to 14th March 2014.
• IUCEE Workshop on Embedded Systems held at Chitkara University, Rajpura June, 2011.
• Mission 10X workshop organised by Wipro, held at Chitkara University, Rajpura 20th June to 24th june, 2011.
• National Workshop on “MATLAB: An Interactive Environment for Signal Processing” from 25th to 26th July 2011 at Chitkara University, Himachal Pradesh.
• One-day workshop on “Fundamentals of Information Technology” sponsored by Pearson Education India on 25th june,2010.
• 1 day Workshop on Robotics held at Chitkara University in August 2009.

Field of specialization

Image Processing using Machine Learning & Deep Learning.

PROFESSIONAL MEMBERSHIPS AND RECOGNITIONS/AWARDS

• Life time member of Indian Society for Technical Education (ISTE-LM 120667).

14 Years 3 months Teaching