Ms. Aiswarya S Kumar

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Ms. Aiswarya S Kumar

Designation: Assistant Professor

Education: M. Tech, M. Phil, Ph. D (Doing)

Professional Experience

Teaching : 2 years
Research : 5 Years

Specialization

UG : Computer Science
PG : Machine Learning

Ph. D(Doing) : Computer Vision

Participations

National Workshop on Image and Video Processing Techniques – Coimbatore.
International Conference for Convergence in Technology – Pune.
International Symposium on Intelligent Systems Technologies and Applications – Bangalore.
International Conference on Intelligent Computing and Communication – Bangalore (ONLINE)

Achievements

CSIR Senior Research Fellowship (Govt. of India) awardee.
Qualified UGC National Eligibility Test (NET) for Assistant Professor.
GATE qualified.
Coordinator of FDP on ‘Stochastic methods in analysis and processing of digital images’ at College of Engineering, Karunagappally, Kerala.
Resource person in National level FDP on “Deep Learning Unfolded” at Amrita Vishwa Vidyapeetham.
Peer reviewer of IEEE Access and Optics Express.

Publications

1) Kumar, Aiswarya S., and Elizabeth Sherly. “A convolutional neural network for visual object recognition in marine sector.” 2017 2nd International Conference for Convergence in Technology (I2CT). IEEE, 2017.

2) Kumar, Aiswarya S., and Jyothisha J. Nair. “Pair wise training for stacked convolutional autoencoders using small scale images.” Journal of Intelligent & Fuzzy Systems 36.3 (2019): 1987-1995.

3) Kumar, Aiswarya S., and Jyothisha J. Nair. “A novel SPLIT-SIM approach for efficient image retrieval.” Multimedia Systems (2021): 1-14.

4) Kumar, Aiswarya S., and Jyothisha J. Nair. “Scene Graph Generation Using Depth, Spatial and Visual Cues in 2D Images.” IEEE Access (2021)

Contact Details

Phone : 9497436395

Email : aiswarya.sk@saintgits.org