Research, Consultancy, Publication |
Publications
International Journals
- Jesna Mohan and Madhu S. Nair, “Dynamic Summarization of Videos based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder”, IEEE Access, Vol.6, No.1, pp.59768-59778, November 2018.
- Jesna Mohan and Madhu S. Nair, “Domain Independent Static Video Summarization using Sparse Autoencoders and K-means Clustering”, Journal of Intelligent and Fuzzy Systems, IOS Press, Vol.36, No.3, pp.1945-1955, March 2019.
- Jesna Mohan and Madhu S. Nair, “Domain Independent Redundancy Elimination based on Flow Vectors for Static Video Summarization”, Heliyon, Elsevier, Vol.5, No.10, Article No.e02699, October 2019. (Cite Score: 1.23)
Book Chapters
- Jesna Mohan and Madhu S. Nair, “Domain-Independent Video Summarization based on Transfer Learning using Convolutional Neural Network”, First International Conference on Advances in Electrical and Computer Technologies – ICAECT 2019 (Coimbatore, India), Lecture Notes in Electrical Engineering (LNEE), Springer.
International Conferences
- Madhu S. Nairand Jesna Mohan, “Video Summarization using Convolutional Neural Network and Random Forest Classifier”, IEEE TENCON 2019 (Kochi, India), IEEE Region 10, IEEE Computer Society Press, pp.474-478, October 2019.
- Jesna Mohan and Madhu S. Nair, “Static Video Summarization using Sparse Autoencoders”, Third IEEE International Conference on Electrical, Computer and Communication Technologies – IEEE ICECCT 2019 (Coimbatore, India), IEEE Computer Society Press, pp.1-8, February 2019
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Academic / Professional Outreach Activities |
- Resource Person for the AICTE sponsored FDP on ” Role of Machine Learning in IOT Applications” conducted by Marian Engineering College, Thiruvananthapuram, Kerala (Dec 2019)
- Resource Person for the Talk Series by Data Analytics Group at Dept. of CSE, MBCET (Dec 2019).
- Resource Person for 2 week Internship on Deep Learning at Dept. of CSE, MBCET during (Nov 2019).
- Resource Person- 6 days STTP on Artificial Intelligence & Applications, sponsored by the AICTE from 26-07-2021 to 31-07-2021
- Resource Person-4 days FDP on Recent trends in Computing Technology and Tools, Panimalar Institute of Technology on July 06 2020.
- Resource Person- AICTE sponsored Six days STTP on High Performance Computing for Image and text Analysis.
- Resource Person for workshop on ” Machine Learning and Deep Learning” organized by ACM student chapter, MBCET(November 2019).
- Resource Person for Three day Residential Camp of Gender and Technology Programme, ICFOSS, August 2019.
- Resource Person for Artificial Intelligence, Machine Learning and Deep Learning seminar at MG College of Engineering and Technology (oct 2019).
- Resource Person for the National Workshop on Deep Learning and Artificial Intelligence organized by ISTE MBCET Student Chapter(Nov 2018).
- Technical Program Committee member- International Advanced Computing Conference.
- Session chair- IEEE Second International Conference of Emerging Technology (INCET 2021)
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