T R Vijaya Lakshmi | Pattern recognition | Women Researcher Award

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šŸŒŸDr. T R Vijaya Lakshmi, Mahatma Gandhi Institute of Technology, India: Pattern recognition šŸ†
Professional Profiles:

Bio Summary:

Dr. T R Vijaya Lakshmi is a distinguished Associate Professor in the Department of Electronics and Communication Engineering at Mahatma Gandhi Institute of Technology, Gandipet, Hyderabad, India. With a Ph.D. obtained from JNTU, Hyderabad in 2018, she boasts 19 years of rich teaching experience. Her expertise lies in Pattern Recognition, Machine Learning, and Signal Processing. Dr. Vijaya Lakshmi is renowned for her extensive research contributions, including numerous publications in SCI and Scopus indexed journals, book chapters, and successful project management.

Education:

  • Ph.D. from JNTU, Hyderabad (2018)

Research Focus:

  • Pattern Recognition
  • Machine Learning
  • Signal Processing

Professional Journey:

  • Associate Professor, ECE Dept., Mahatma Gandhi Institute of Technology, Gandipet, Hyderabad, India.

Publications Top Noted & Contributions:

  • 16 articles in SCI journals
  • 14 articles in Scopus indexed journals
  • 8 book chapters
  • Completed a minor project sanctioned by TEQIP-III in 2021, worth 2.55 lakhs.

Title: Classification of Skin Lesions by Incorporating Drop-Block and Batch Normalization Layers in Representative CNN Models

  • Journal: Arabian Journal for Science and Engineering
  • Publication Date: 2023-07-28
  • Article Type: Journal Article
  • DOI: 10.1007/s13369-023-08131-x
  • ISSN: 2193-567X, 2191-4281

Title: A Machine Learning based Facial Expression and Emotion Recognition for Human Computer Interaction through Fuzzy Logic System

  • Conference: ICICT57646, 2023
  • Publication Date: 2023
  • Article Type: Conference Paper
  • URI: Link

Title: Classification of multi-spectral data with fine-tuning variants of representative models

  • Journal: Multimedia Tools and Applications
  • Publication Date: 2023
  • Article Type: Journal Article
  • DOI: 10.1007/S11042-023-16291-Z
  • WOSUID: WOS:001049147100002

Title: Modeling and simulation of bacterial foraging variants: acoustic feature selection and classification

  • Journal: Signal, Image and Video Processing
  • Publication Date: 2023
  • Article Type: Journal Article
  • DOI: 10.1007/S11760-023-02783
  • WOSUID: WOS:001079608100002

Title: Skin cancer detection from dermoscopic images using Deep Siamese domain adaptation convolutional Neural Network optimized with Honey Badger Algorithm

  • Journal: Biomedical Signal Processing and Control
  • Publication Date: 2023
  • Article Type: Journal Article
  • DOI: 10.1016/J.BSPC.2023.105264
  • WOSUID: WOS:001047352000001

Author Metrics:

  • Citations: 139
  • Documents: 30
  • h-index: 8

Research Timeline:

  • Ph.D. earned in 2018
  • 19 years of teaching experience
  • Completed a minor project in 2021

Dr. T R Vijaya Lakshmi’s remarkable journey showcases a commitment to academic excellence, with a focus on cutting-edge research in Pattern Recognition, Machine Learning, and Signal Processing. Her notable contributions to publications and successful project management underscore her standing as a respected academic professional.