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Dr. Namitha K.

Assistant Professor, School of Computing, Amritapuri

Qualification: Ph.D
namithak@am.amrita.edu
Google Scholar Profile
Research Gate Profile
Research Interest: Computer Vision, Machine Learning, Video Surveillance, Video Synopsis

Bio Publications Qualification Achievements Positions Held
Bio

Dr. Namitha K received her PhD degree in Computer Science and Engineering from Amrita Vishwa Vidyapeetham, Amritapuri, India, in 2023. She received her M.Tech. degree in computer science and engineering and B.Tech. degree in information technology from Amrita Vishwa Vidyapeetham, Amritapuri, India in 2015 and 2008, respectively. From 2008 – 2013, she was a project leader at Amrita Technology Business Incubator, Kerala, India. She also served as a research associate at AMMACHI Labs, Amrita Vishwa Vidyapeetham, Amritapuri, India. Her research interests include machine learning, video analytics, and computer vision with application to visual surveillance.

Publications

Journal Article

Year : 2022

An Improved Interaction Estimation and Optimization Method for Surveillance Video Synopsis

Cite this Research Publication : K. Namitha, M. Geetha and N. Athi, "An improved interaction estimation and optimization method for surveillance video synopsis," in IEEE MultiMedia, doi: 10.1109/MMUL.2022.3224874.

Publisher :  IEEE Multimedia

Year : 2021

Geo Located Alert via Bottom up IoT Model in Times of COVID-19 and Other Disasters

Cite this Research Publication : Krishnaprasad, T. R., Ravipati Jhansi, Sai Keerthana, and K. Namitha. "Geo Mapping of Waste: A Bottom-Up Approach using Android and SVR." Grenze International Journal of Engineering & Technology (GIJET), no. 2 (2020).

Publisher : GRENZE Scientific Society

Year : 2021

Interactive visualization-based surveillance video synopsis

Cite this Research Publication : Namitha, K., Narayanan, A. & Geetha, M. Interactive visualization-based surveillance video synopsis. Appl Intell 52, 3954–3975 (2022)

Publisher : Springer US

Year : 2020

Preserving Interactions among Moving Objects in Surveillance Video Synopsis

Cite this Research Publication : Namitha, K., and Athi Narayanan. "Preserving interactions among moving objects in surveillance video synopsis." Multimedia Tools and Applications (2020): 32331-32360.

Publisher : Springer

Conference Paper

Year : 2016

Design and development of balance training platform and games for people with balance impairments

Cite this Research Publication : N. Amritha, Mahima, M. M., Namitha, K., Unnikrishnan, R., Harish, M. T., Ravi, M. D. Sankaran, and Rao R. Bhavani, “Design and development of balance training platform and games for people with balance impairments”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016.

Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics .

Year : 2016

Bridging the skill gap using vocational training simulators: Validating skill assessment metrics

Cite this Research Publication : P. Aswathi, Amritha, N., Namitha, K., Akshay, N., Balu, M. M., and Rao R. Bhavani, “Bridging the skill gap using vocational training simulators: Validating skill assessment metrics”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016.

Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics .

Year : 2016

Performance Analysis of Updating-QR Supported OLS Against Stochastic Gradient Descent

Cite this Research Publication : Remya Rajesh and Namitha, K., “Performance Analysis of Updating-QR Supported OLS Against Stochastic Gradient Descent”, in Intelligent Systems Technologies and Applications, Cham, 2016

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing,

Conference Proceedings

Year : 2021

Geo Located Alert via Bottom up IoT Model in Times of COVID-19 and Other Disasters

Cite this Research Publication : Lekshmy HO, Krishnaprasad TR, Gupta GV, Namitha K. Geo located alert via bottom up IoT model in times of COVID-19 and other disasters. InIOP Conference Series: Materials Science and Engineering 2021 Apr 1 (Vol. 1128, No. 1, p. 012001). IOP Publishing.
Publisher: IOP Publishing

Publisher : IOP Publishing

Year : 2020

Geo Mapping of Waste: A Bottom-Up Approach using Android and SVR

Cite this Research Publication : Krishnaprasad, T.R., Jhansi R., Keerthana S., and Namitha, K., Geo mapping of waste: A bottom-up approach using android and SVR. In 11th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2020

Year : 2020

A Synthetic Video Dataset Generation Toolbox for Surveillance Video Synopsis Applications

Cite this Research Publication : Namitha, K., Athi Narayanan, and M. Geetha. "A synthetic video dataset generation toolbox for surveillance video synopsis applications." In 2020 International Conference on Communication and Signal Processing (ICCSP), pp. 493-497. IEEE, 2020.
Publisher: IEE

Publisher : IEEE

Year : 2018

Video Synopsis: State-of-the-art and Research Challenges

Cite this Research Publication : N. K. and A. Narayanan, "Video Synopsis: State-of-the-art and Research Challenges," 2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET), Kottayam, India, 2018, pp. 1-10, doi: 10.1109/ICCSDET.2018.8821157.

Publisher : IEEE

Patents

Year : 2019

System and Methods for Adaptive Shrinking of Video for Visualizing Moving Objects

Cite this Research Publication : System and Methods for Adaptive Shrinking of Video for Visualizing Moving Objects , Patent Application No: 201941017061, Type of patent (US/Indian): Indian

Qualification
  • Ph.D. in Computer Science and Engineering (2023) from Amrita Vishwa Vidyapeetham, Amritapuri Campus, India.Specialization: Visual Surveillance, Video Processing / Computer Vision
  • M.Tech. in Computer Science and Engineering (2015) from Amrita Vishwa Vidyapeetham, Amritapuri Campus, India.
  • B.Tech. in Information Technology (2008) from Amrita Vishwa Vidyapeetham, Amritapuri Campus, India.
Achievements
  • Joint winner of the best presentation award in the Ph.D. Colloquium at the International Symposium on Artificial Intelligence for Social Good (AISG 2021) organized by Amrita Vishwa Vidyapeetham.
  • Invited Reviewer for Springer journals.
  • Secured 6th rank at the university level in MTech CSE during 2013-2015.
Positions Held
  • Research Associate at AMMACHI Labs, Amrita Vishwa Vidyapeetham, Amritapuri India.
  • Project Leader at Amrita TBI, Amrita Vishwa Vidyapeetham, Amritapuri, India.
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