Dr. Smita S. Kulkarni
NAME : Dr. Smita S. Kulkarni
DESIGNATION : Assistant Professor
QUALIFICATION :
- Ph.D. form Savitribai Phule Pune University, India.
- M. E. (Electronics), Maharashtra Institute of Technology, Savitribai Phule Pune University, India.
- B.E. (Electronics), Savitribai Phule Pune University, India.
OVERVIEW OF PROFILE :
Smita S. Kulkarni is Assistant Professor in the School of E&TC Engineering. Her Interdisciplinary research interests cover Signal Processing including Image Processing, Machine Learning enabling the realization of successful systems. The research focus is on applications and projects in industry, computer vision, control systems and other diverse domains
As a Teacher of Engineering she will be an outstanding classroom expert who consistently demonstrates the highest standards of delivery, is fully committed to raising attainment across all key stages and always achieve the highest standards within Engineering.
To evolve into an autonomous institute for imparting quality technical education. Prepare graduates who excel in the engineering profession, qualified to pursue advanced degrees, and possess the technical knowledge, critical thinking skills, creativity, and ethical values. Train the graduates for attaining leadership in developing and applying technology for the betterment of society and sustaining the world environment.
FORE FRONT AREA OF RESEARCH : Signal and Image Processing, Machine Learning
EMAIL ID : sskulkarni@mitaoe.ac.in
CONTACT NO : 020 30253500 Ext: 1085
EXPERIENCE : Teaching: 15, Industry: 02
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In recognition as a Best Paper Presentation award titled " Group Activity Recognition Based on Interaction Contextual Information in Videos Using Machine Learning " for NCCCIL-21 conducted from 12/01/2022 to 13/01/2022
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Copyright Government of India - Copyright Published Group Activity Recognition by Analysing Human Interaction from Video Sequences Using Machine Learning Registration Number L-88738/2020
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Best Teacher Award at the Department of E&TC in 2018-209.
MEMBERSHIPS
- IETE : The Institution of Electronics and Telecommunication Engineers Member AM-500871
- ISTE : Indian Society for Technical Education Member LM-100012
- IMS : Indian Meteorological Society Member LM-2493
JOURNAL
- Kulkarni, S. S., and Jadhav, S.,”Group Activity Recognition Based on Interaction Contextual Information in Videos Using Machine Learning". , International Journal of Next-Generation Computing, vol 13, no.2, 2022.
- Kulkarni, Smita S., and Sangeeta Jadhav.,” Machine Learning Model for Group Activity Recognition Based on Discriminative Interaction Contextual Relationship." In Mathematical Problems in Engineering, vol. 2021, Article ID 5596312, pp.1-10 , 2021.
- Ankush Mahore, Gitesh Bhumkar, Smita S. Kulkarni, “Multiple Object Detection and Tracking Using Background Updating Model", in International Journal of Engineering, Technology, Science and Research IJETSR (ISSN: 2394-3386), Vol. 4, No. 11, November 2017.
- Smita S. Kulkarni, “Industrial Optimization Using Voice and Android Smartphone Control. ", in International Journal of electrical Electronics and Data Communication, Special Issue, pp. 16-22, April 2015.
BOOK CHAPTERS
- Nagulpelli, S., Chavan, A., Kandalkar, A., Kulkarni, S. (01 -01 - 2023). AI-Based Health Management System. In: Kulkarni, A.J., Mirjalili, S., Udgata, S.K. (eds) Intelligent Systems and Applications. Lecture Notes in Electrical Engineering, vol 959. Springer, Singapore. https://doi.org/10.1007/978-981-19-6581-4_29
- Kulkarni S.S., Jadhav S. (2021) A Discriminative Model for Multiple People Detection. In: Advances in Signal and Data Processing. Lecture Notes in Electrical Engineering, vol 703. Springer, Singapore. https://doi.org/10.1007/978-981-15-8391-9_35
- Darekar Y., Kulkarni S. (2021) Automatic Gear Sorting Using Wireless PLC Based on Computer Vision. Advances in Signal and Data Processing. Lecture Notes in Electrical Engineering, vol 703. Springer, Singapore. https://doi.org/10.1007/978-981-15-8391-9_19
- Chourasia M., Haral S., Bhatkar S., Kulkarni S. (2021) Emotion Recognition from Speech Signal Using Deep Learning. In: Hemanth J., Bestak R., Chen J.IZ. (eds) Intelligent Data Communication Technologies and Internet of Things. Lecture Notes on Data Engineering and Communications Technologies, vol 57. Springer, Singapore. https://doi.org/10.1007/978-981-15-9509-7_39
- Singh, A.K., Mausami, Kulkarni, S. (2021). Attendance Monitoring Using Computer Vision. In: Senjyu, T., Mahalle, P.N., Perumal, T., Joshi, A. (eds) Information and Communication Technology for Intelligent Systems. ICTIS 2020. Smart Innovation, Systems and Technologies, vol 195. Springer, Singapore. https://doi.org/10.1007/978-981-15-7078-0_72
- Kulkarni, Smita, Sangeeta Jadhav, and Debashis Adhikari. "A Survey on Human Group Activity Recognition by Analysing Person Action from Video Sequences Using Machine Learning Techniques." In Optimization in Machine Learning and Applications, pp. 141-153. (DOI: 10.1007/978-981-15-0994-0), (ISBN: 978-981-15-0994-0) Springer, Singapore, 2020.
- Kulkarni S., Jadhav S. (2018) Insight on Symmetrical Posture Detection of Human Using SIFT. In: Saeed K., Chaki N., Pati B., Bakshi S., Mohapatra D. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 563. Springer, Singapore, Online ISBN 978-981-10-6872-0 https://doi.org/10.1007/978-981-10-6872-0_11
- Smita S. Kulkarni, Varsha Degaonkar, “Defect Identification for Simple Fleshy Fruits by Statistical Image Feature Detection", in Books Chapters Progress in Intelligent Computing Techniques: Theory, Practice, and Applications. Advance in Intelligent Systems and Computing, Springer, Singapore(ISBN: 978-981-10-3372-8),Vol. 518, pp. 165-172,4th International Conference on Advanced Computing, Networking, and Informatics ICACNI 2016, NIT Rourkela, India, September 2016. , https://doi.org/10.1007/978-981-10-3373-5_16
CONFERENCE
- K. Mankar, S. Pawar, H. Agarwal, T. Sangale and S. Kulkarni, "Web Based Book Recommendation System Using Collaborative Filtering," 2023 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2023, pp. 1-6, doi: 10.1109/ESCI56872.2023.10099750.
- S. S. Kulkarni and S. Jadhav, "Insight on Human Activity Recognition Using the Deep Learning Approach," 2023 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2023, pp. 1-5, doi: 10.1109/ESCI56872.2023.10099759.
- Smita S. Kulkarni, “Face Recognition & Verification Using Artificial Neural Network.” in International Conference IIECH, February 2010.