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Gayathri R.

Assistant Professor (OC), Department of Electronics and Communication Engineering, School of Engineering, Bengaluru

Qualification: B. Tech., M.Tech.
Research Interest: Image Processing, Signal Processing, Computer Vision, Deep Learning

Bio Publications Education Professional Appointments Keynote Addresses/Invited Talks/Panel Memberships Courses Taught
Bio

Gayathri R. currently serving as Assistant Professor – OC (on Contract) in Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham Bengaluru campus. She is currently pursuing PhD as part-time in the domain of Image Processing from College of Engineering Trivandrum affiliated to APJ Abdul Kalam Technological University.

Research & Management Experience

  • 3.5 years of research experience
Publications

Conference Proceedings

Year : 2025

Towards Robust Media Integrity: Semi-Supervised Image Forgery Localization with DeepLabv3 and ELA

Cite this Research Publication : Akshara A, Gayathri R, Alex Raj S M, Towards Robust Media Integrity: Semi-Supervised Image Forgery Localization with DeepLabv3 and ELA, 2025 2nd International Conference on Trends in Engineering Systems and Technologies (ICTEST), IEEE, 2025, https://doi.org/10.1109/ictest64710.2025.11042450

Publisher : IEEE

Year : 2025

Localized Forgery Detection: Integrating DeepLabV3 With Error Level Analysis

Cite this Research Publication : Akshara A, Gayathri R, Alex Raj S M, Localized Forgery Detection: Integrating DeepLabV3 With Error Level Analysis, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969257

Publisher : IEEE

Year : 2025

Deepfake Image Detection using a Unified Inception-V3-Xception Net Framework

Cite this Research Publication : Gayathri R, Akshara A, Alex Raj S M, Deepfake Image Detection using a Unified Inception-V3-Xception Net Framework, 2025 2nd International Conference on Trends in Engineering Systems and Technologies (ICTEST), IEEE, 2025, https://doi.org/10.1109/ictest64710.2025.11042413

Publisher : IEEE

Journal Article

Year : 2024

Integrated RF-CNN-GRU ensemble for enhanced beef quality classification: A multi-modal approach

Cite this Research Publication : Surjith S, Gayathri R, Alex Raj S M, Integrated RF-CNN-GRU ensemble for enhanced beef quality classification: A multi-modal approach, Journal of Food Composition and Analysis, Elsevier BV, 2024, https://doi.org/10.1016/j.jfca.2024.106503

Publisher : Elsevier BV

Year : 2015

Bandlet Based Video Completion Scheme After Selective Text Removal

Cite this Research Publication : Gayathri R, Smitha P S, “Bandlet Based Video Completion Scheme After Selective Text Removal”, International Journal of Engineering and Advanced Technology (IJEAT), Vol4, Issue 5, June 2015, PP: 178-181

Publisher : International Journal of Engineering and Advanced Technology (IJEAT)

Education
  • Ongoing Ph.D :2021-presentCollege of Engineering Trivandrum, APJ Abdul Kalam Technological University
  • M.Tech. in 2015
    Sree Chitra Thirunal College of Engineering, Thiruvananthapuram, University of Kerala
  • B.Tech in 2013
    Sree Chitra Thirunal College of Engineering, Thiruvananthapuram, University of Kerala
Professional Appointments
Year Affiliation
June 2025- present Assistant Professor(OC)-On Contract, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru Campus
June 2018 – Oct 2021 Assistant Professor (On Contract) , Divivsion of Electronics and Communication Engineering, School of Engineering, Cochin University of Science And Technology
Keynote Addresses/Invited Talks/Panel Memberships
  • Conducted a talk on 12/03/2024 at the Worshop on “A Course on Foundations of Artificial Intelligence & Machine Learning” scheduled from 11/03/2024 -13/03/2024 in Govt Polytechnic College, Neyyantinkara in connection with SHE Program (Scheme For Her Empowerment) for the year 2023-24.
Courses Taught
  • Object Oriented Programming
  • Embedded Systems
  • Computer Organisation and Architecture
  • Electronic Circuits
  • Advanced Digital Signal Processing
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