Dr. Supriya Agrawal

PhD Scholars: 02 Registered

Journals

• Agrawal, S., Natu, P. ABGS Segmenter: pixel wise adaptive background subtraction and intensity ratio based shadow removal approach for moving object detection. J Supercomput 79, 7937–7969 (2023). https://doi.org/10.1007/s11227-022-04972-9
• Agrawal, S., & Natu, P. Segmentation of moving objects using numerous background subtraction methods for surveillance applications. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9(3), 2553-2563 (2020).
• Trivedi, A., Pant, N., Shah, P., Sonik, S., & Agrawal, S. Speech to text and text to speech recognition systems-A review. IOSR J. Comput. Eng, 20(2), 36-43 (2018).
• Manuj, A., & Agrawal, S. Automated Human Facial Expression and Emotion Detection: A Review. International Journal of Computer Applications, 110(2). (2015).

Conferences

• Dubey, J. Shah, V. Munot and S. Agrawal, “Detecting Image Tampering with Error Level Analysis Using Convolutional Neural Networks,” 2024 First International Conference for Women in Computing (InCoWoCo), Pune, India, 2024, pp. 1-9, doi: 10.1109/InCoWoCo64194.2024.10863275.
• Udawat, B., Santani, A., & Agrawal, S. Occlusion detection for COVID-19 identification: A review. In 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS) (Vol. 1, pp. 298-301). IEEE. (2021, March).
• Timbadia, D. H., Sudhanvan, S., Shah, P. J., & Agrawal, S. Crop Yield Prediction for India Using Regression Algorithms. In Advances in Computing and Data Sciences: 5th International Conference, ICACDS 2021, Nashik, India, April 23–24, 2021, Revised Selected Papers, Part II 5 (pp. 241-251). Springer International Publishing. (2021).
• Nair, A., Nair, A., Shetty, R., Samant, S., & Agrawal, S. Analyzing User Requirements and Interface Designing on Mobile Solutions for Waste Segregation. In 2021 6th International Conference for Convergence in Technology (I2CT) (pp. 1-8). IEEE. (2021, April).
• Agrawal, S., & Natu, P. An improved Gaussian Mixture Method based background subtraction model for moving object detection in outdoor scene. In 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT) (pp. 1-8). IEEE. (2021, September).
• Garg, S., Lohumi, P., & Agrawal, S. Smart parking system to predict occupancy rates using machine learning. In International Conference on Information, Communication and Computing Technology (pp. 163-171). Singapore: Springer Singapore. (2020, May).
• Timbadia, D. H., Shah, P. J., Sudhanvan, S., & Agrawal, S. Robotic process automation through advance process analysis model. In 2020 International Conference on Inventive Computation Technologies (ICICT) (pp. 953-959). IEEE. (2020, February).
• Gupta, T., Sisodia, M., Fazulbhoy, S., Raju, M., & Agrawal, S. Improving accessibility for dyslexic impairments using augmented reality. In 2019 international conference on computer communication and informatics (ICCCI) (pp. 1-4). IEEE. (2019, January).

Chapters

• Shah, P. J., Timbadia, D. H., Sudhanvan, S., & Agrawal, S. Advanced Rainfall Prediction Model for India Using Various Regression Algorithms. In Soft Computing for Problem Solving: Proceedings of SocProS 2020, Volume 2 (pp. 361-374). Springer Singapore. (2021).
• Burad, D., Gurav, B., Desai, S., Banerjee, S., & Agrawal, S. Multifunctional pose estimator workout guider. In Artificial Intelligence, Blockchain, Computing and Security Volume 1 (pp. 474-480). CRC Press. (2023).

Research Projects:

Working on two projects

1.       Design and develop an automated dashboard to streamline and manage database operations efficiently for an NGO, enabling real-time access, updates, and reporting.

2.      Develop a system for detecting and tracking different types of tigers to support wildlife monitoring and conservation efforts.