Dr. Rajat Garg

Dr. Rajat Garg

Dr. Rajat Garg

Designation : Assistant Professor
Department : IT/CSE
Qualification : PhD

Qualification

  • PhD - CSE; UPES, Dehradun; Thesis Submitted (Expected Year of completion - 2025)
  • M.Tech - Automotive Engineering; VIT, Vellore; 2018
  • B.Tech - Mechanical Engineering; IKGPTU, Jalandhar; 2014

Research & Patents

Journal Articles
  • Garg, R., Kumar, A., Bansal, N., et al. “Semantic segmentation of PolSAR image data using advanced deep learning model”, Sci Rep 11, 15365 (2021). https://doi.org/10.1038/s41598-021-94422-y (SCIE indexed)
  • Rajat Garg, Anil Kumar, Manish Prateek, Kamal Pandey, Shashi Kumar, “Land cover classification of spaceborne multifrequency SAR and optical multispectral data using machine learning”, Advances in Space Research, 69(4), Pg. 1726-1742, 2022. https://doi.org/10.1016/j.asr.2021.06.028 (SCIE indexed)
  • Gaurav Goel, Rajat Garg, Tarun Ranjan, Pratyanshu Soni and Baskar P., “Structural and Modal Analysis of a Ladder Frame Chassis”, ARPN Journal of Engineering and Applied Sciences, VOL. 11, NO. 23, ISSN 1819-6608, 2016
Book Chapters
  • Rajat Garg, Kartikay Singh, Isha Singh, et al., “Semantic Segmentation of PolSAR Data Using CNN Based Deep Learning Models”, 2023 11th International Conference on Intelligent Systems and Embedded Design (ISED), Dehradun, India, 2023, pp. 1-4. https://doi.org/10.1109/ISED59382.2023.10444583 (Scopus indexed)
  • Anil Kumar, Rajat Garg, Susheela Dahiya, Manish Prateek, Shashi Kumar, “Semantic Segmentation of L&S Band SAR Data after Tuning the Hyper Parameters in Machine Learning Models”, IEEE InGARSS, Dec 2021. https://doi.org/10.1109/InGARSS51564.2021.9792137 (Scopus indexed)
  • Rajat Garg, Anil Kumar, and Shashi Kumar, “Implementation of Semantic Segmentation of UAVSAR Data”, The Proceedings of National Seminar on ‘Recent Advances in Geospatial Technology & Applications’, March 02, 2020, IIRS Dehradun, India

Awards & Recognitions

  • “The 2022 Outstanding Paper Award for Young Scientists”, COSPAR, Paris, France, 2024
  • “Governor’s Research Award 2021”, Governor of Uttarakhand, 2023
  • Certificate of Appreciation for campus development, GSZ PTU Campus, Bathinda, 2013

Courses Taught

  • Machine Learning
  • Python Programming
  • Internet of Things

Industry Collaborations & Projects

  • Implementation of Evolutionary Computing Algorithm for polarimetric SAR data processing and classification, ISRO, 2018-2021
  • Senior Research Fellow, Improvement in Land cover classification using Deep Learning
Professional Affiliations

Reviewer, Advances in Space Research, Elsevier

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