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Dr. Sumi Suresh M. S.

Assistant Professor, School of Computing, Amritapuri

Qualification: Ph.D
sumisuresh@am.amrita.edu
Google Scholar Profile
ResearchGate Profile
Scopus Author ID
Research Interest: Image Processing / Computer Vision, Medical Image Processing, Pattern Recognition, Video Analytics, and Machine Learning

Bio Publications Qualification Awards / Achievements Positions Held
Bio

Dr. Sumi Suresh M. S. currently serves as Assistant Professor at the School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri. She has completed the Ph. D. degree in computer science and engineering with Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India, and the research area was Novel approaches to optimize camera coverage in multi-camera surveillance networks. She received the M. Tech. degree in computer science and engineering with a specialization in image processing and the B. Tech. degree in computer science and engineering from the Cochin University of Science and Technology (CUSAT), Kochi, India, in 2011 and 2016, respectively.

Publications

Journal Article

Year : 2022

A Generic and Scalable Approach to Maximize Coverage in Diverse Indoor and Outdoor Multicamera Surveillance Scenarios

Cite this Research Publication : Dr. Sumi Suresh M. S. and Dr. Vivek Menon, "A Generic and Scalable Approach to Maximize Coverage in Diverse Indoor and Outdoor Multicamera Surveillance Scenarios," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, doi: 10.1109/TSMC.2022.3194209

Publisher : IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year : 2022

An Efficient Graph Based Approach for Reducing Coverage Loss from Failed Cameras of a Surveillance Network

Cite this Research Publication : Dr. Sumi Suresh M. S. and Dr. Vivek Menon, "An Efficient Graph Based Approach for Reducing Coverage Loss from Failed Cameras of a Surveillance Network", IEEE Sensors Journal, Vol. 22, no. 8, pp. 8155-8163, 2022, doi: 10.1109/JSEN.2022.3157819.

Publisher : IEEE Sensors Journal, IEEE

Year : 2020

Maximizing Camera Coverage in Multi-camera Surveillance Networks

Cite this Research Publication : Dr. Sumi Suresh M. S., Dr. Athinarayanan S., and Dr. Vivek Menon, “Maximizing Camera Coverage in Multi-camera Surveillance Networks”, IEEE Sensors Journal, vol. 20, no. 17, pp. 10170-10178, 2020, doi: 10.1109/JSEN.2020.2992076.

Publisher : IEEE Sensors Journal, IEEE

Conference Paper

Year : 2019

Improving Classification Accuracy Using Combined Filter+Wrapper Feature Selection Technique

Cite this Research Publication : Dr. Sumi Suresh M. S., and Dr. Athinarayanan S., " Improving Classification Accuracy Using Combined Filter+Wrapper Feature Selection Technique," 2019 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2019, pp. 1-6, doi: 10.1109/ICECCT.2019.8869518.

Publisher : IEEE

Patents

Year : 2022

System and Method for Efficient Reconfiguration of Surveillance Networks

Cite this Research Publication : Sumi Suresh M. S. & Vivek Menon, "System and Method for Efficient Reconfiguration of Surveillance Networks," Application No: 202241007289, 2022 [Status: Filed]

Year : 2021

System and Methods for Designing an Optimal Multi-Camera Surveillance Network

Cite this Research Publication : Sumi Suresh M. S. & Vivek Menon, "System and Methods for Designing an Optimal Multi-Camera Surveillance Network", Application No: 202141022565, 2021. [Status: Published]

Year : 2020

System and methods for maximizing camera coverage for exam surveillance system

Cite this Research Publication : Athi Narayanan & Sumi Suresh M.S., ‘System and methods for maximizing camera coverage for exam surveillance system’, Application No: 202041017327, Status: Application Under Examination, 2020

Qualification
  • Ph. D. in Computer Science and Engineering (2022) from Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India.
    Specialization: Visual Surveillance, Image Processing / Computer Vision
  • M. Tech. degree in computer science and engineering (2016) specialization in image processing and from the Cochin University of Science and Technology (CUSAT), Kochi, India.
    Specialization: Image Processing
  • B. Tech. degree in computer science and engineering (2011) from the Cochin University of Science and Technology (CUSAT), Kochi, India.
Awards / 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.
Positions Held
  • Invited Reviewer for premier journals of IEEE and Elsevier. Link
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