Aditya Gupta
Postdoctoral Research Fellow
Postdoc Fellow
Research interests
Machine Learning, Image and Signal Processing, Deep Neural Network, Smart Water Management
Work experience
Adjunct Faculty in College of Engineering Pune, Pune, India (August 2019 – July, 2021)
Temporary faculty in National Institute of Technology, Raipur, India (July 2018 – August 2019)
Projects
Artificial Intelligence in Fish Aquaculture
Selected publications
Journals
Gupta, A., Bokde, N., Kulat, K., & Yaseen, Z. M. (2020). Nodal matrix analysis for optimal pressure-reducing valve localization in a water distribution system. Energies, 13(8), 1878 [SCIE/IF 2.7].
- Lotlikar VS, Satpute N, Gupta A. Brain Tumor Detection Using Machine Learning and Deep Learning: A Review. Curr Med Imaging. 2021 Sep 23. doi: 10.2174/1573405617666210923144739. Epub ahead of print. PMID: 34561990.
Gupta, A. D., Pandey, P., Feijóo, A., Yaseen, Z. M., & Bokde, N. D. (2020). Smart Water Technology for Efficient Water Resource Management: A Review. Energies, 13(23), 6268. [SCIE/IF 2.7]
Gupta A. D., Bokde N. and Kulat K.D. (2017). Hybrid Leakage Management for Water Network Using PSF Algorithm and Soft Computing Techniques, Water Resources Management. , 32(3), pp.1133-1151.DOI : 10.1007/s11269-017-1859-3 [SCI/IF 2.82]
Gupta A. D.,and Kulat K.D. (2018). A selective literature review on leak management techniques for water distribution system. Water Resources Management. DOI: 10.1007/s11269-018-1985-6
Gupta A. D.,and Kulat K.D. (2018) Leakage reduction in water distribution system using efficient pressure management techniques. Case study: Nagpur, India. water science and Technology: water supply. DOI is 10.2166/ws.2018.023 [SCIE]
Gupta Aditya Dinesh, Bokde Neeraj, Marathe Dushyant and Kulat Kishore D (2017). Optimization techniques for leakage management in urban water distribution networks.Water Science and Technology Water Supply, 17(6), pp.1638-1652. Doi 10.2166/ws.2017.064 [SCIE]
Gupta, Aditya, et al. Need Of Smart Water Systems In India. International Journal of Applied Engineering Research 11.4 (2016): 2216-2223.
Bokde, N. D., Gupta, A., & Kulat, K. (2017). Backward Elimination Approach of Regression Model to Decide the Road Safety Policies Across the States in India. Indian Journal of Science and Technology, 9(48).
Bokde, Neeraj, Gupta. Aditya , and Kishore Kulat. Introduction of seasonality concept in PSF algorithm to improve univariate time series predictions. No. e2184v1. PeerJ Preprints, 2016.
Aditya Gupta, Madhuri Joshi & Dr. Metkar S. P. Video Based Real Time Face Recognition System, International Journal of Computer Science and Technology” IJCST Vol. 5, SPL - 1, ISSN : 0976-8491 (Online)
Conference
Gupta A. D. and Kulat K.D. (2020). Pipeline Burst Detection and its localization using Transient Pressure Analysis. International Conference on Paradigms of Computing, Communication and Data Sciences (PCCDS-2020).
T. Killedar, G. Suriya, P. Sharma, M. Rathor and A. Gupta, "Fuzzy Logic for Video Game Engagement Analysis using Facial Emotion Recognition," 2021 8th International Conference on Signal Processing and Integrated Networks (SPIN), 2021, pp. 481-485, doi: 10.1109/SPIN52536.2021.9566124.
Gupta A. D. and Sahu R. (2020). Pressure Management Technique for Leakage reduction in the water distribution system. A Case study: Nagpur, India. Proceedings of the Third International Conference on Intelligent Sustainable Systems [ICISS 2020], 520-526
Gupta, Aditya, Ekjok Walia, and Mahesh Vaidya. "Feature level fusion of palm print and fingerprint modalities using Discrete Cosine Transform."Advances in Engineering and Technology Research (ICAETR), 2014 International Conference on. IEEE, 2014.
Gupta, Aditya, et al. "Feature level fusion of face, palm vein and palm print modalities using Discrete Cosine Transform." Advances in Engineering and Technology Research (ICAETR), 2014 International Conference on. IEEE, 2014.
Bokde, Neeraj Dhanraj, et al. "RemoteWSN: A novel technique for remotely visualizing connectivity in WSN working on a weight based routing algorithm." 2015 National Conference on Recent Advances in Electronics & Computer Engineering (RAECE). IEEE, 2015.
Vaidya, Mahesh,Aditya Gupta and Ekjot Singh Walia. "Data compression using Shannon-fano algorithm implemented by VHDL." Advances in Engineering and Technology Research (ICAETR), 2014 International Conference on. IEEE, 2014.
Chapters
Scientific publications
- Dutt, Micheal; Gupta, Aditya; Goodwin, Morten; Omlin, Christian Walter Peter (2024). An Interpretable Modular Deep Learning Framework for Video-Based Fall Detection. Applied Sciences. ISSN: 2076-3417. 14 (11). s 1 - 27. doi:10.3390/app14114722.
- Thantharate, Aayushi Vinod; Goodwin, Morten; Andersen, Per-Arne; Gupta, Aditya (2024). Towards Robust Road Quality Detection Using Different Detection Models. Artificial Intelligence Applications and Innovations. AIAI 2024. ISBN: 978-3-031-63218-1. Springer. Chapter. s 125 - 138.
- Ahuja, Bharti; Doriya, Rajesh; Salunke, Sharad; Hashmi, Md. Farukh; Gupta, Aditya (2023). Advanced 5D logistic and DNA encoding for medical images. Imaging Science Journal. ISSN: 1368-2199. 71 (2). s 142 - 160. doi:10.1080/13682199.2023.2178097.
- Ahuja, Bharti; Doriya, Rajesh; Salunke, Sharad; Hashmi, Mohammad Farukh; Gupta, Aditya; Bokde, Neeraj Dhanraj (2023). HDIEA: high dimensional color image encryption architecture using five-dimensional Gauss-logistic and Lorenz system. Connection Science. ISSN: 0954-0091. 35 (1). doi:10.1080/09540091.2023.2175792.
- Ahuja, Bharti; Doriya, Rajesh; Salunke, Sharad; Hashmi, Mohammad Farukh; Gupta, Aditya (2023). IoT-Based Multi-Dimensional Chaos Mapping System for Secure and Fast Transmission of Visual Data in Smart Cities. IEEE Access. ISSN: 2169-3536. 11s 104930 - 104945. doi:10.1109/ACCESS.2023.3318014.
- Gupta, Aditya; Bringsdal, Even; Knausgård, Kristian Muri; Goodwin, Morten (2022). Accurate Wound and Lice Detection in Atlantic Salmon Fish Using a Convolutional Neural Network. Fishes. ISSN: 2410-3888. 7 (6). doi:10.3390/fishes7060345.
- Gupta, Aditya; Bringsdal, Even; Salbuvik, Nicole; Knausgård, Kristian Muri; Goodwin, Morten (2022). An Accurate Convolutional Neural Networks Approach to Wound Detection for Farmed Salmon. Engineering Applications of Neural Networks - 23rd International Conference, EAAAI/EANN 2022. ISBN: 978-3-031-08222-1. Springer Nature. Chapter. s 139 - 149.
- Kalhagen, Espen Stausland; Olsen, Ørjan Langøy; Goodwin, Morten; Gupta, Aditya (2022). Hierarchical Object Detection applied to Fish Species. Nordic Machine Intelligence (NMI). ISSN: 2703-9196. 2 (1). s 1 - 15. doi:10.5617/nmi.9452.
In social media
Last changed: 13.08.2022 11:08