Gautam Kumar

About

I am currently working as an Assistant Professor in the Department of CSE at NIT Delhi. I did my Ph.D. in the Dept. of Computer Science and Engineering at NIT Rourkela. My research interest includes Image Processing, Computer vision, Machine learning, Deep Learning, Security and Surveillance, Pattern/Activity Recognition, and Classification.

Employment

• National Institute of Technology Delhi Assistant Professor
  2023 - Present
• Siksha O Anusandhan University Institute of Technical Education and Research Assistant Professor
  2021 - 2023
• Sardar Vallabhbhai National Institute of Technology Teaching Assistant
  2021 - 2021

Education

• National Institute of Technology Rourkela PhD
  2016 - 2022
• Central University of South Bihar M.Tech
  2014 - 2016
• Karmavir Dadasaheb Kannamwar College of Engineering BE
  2008 - 2012

Projects & Funding

Projects & funding information is unavailable.

Publications (19)

• VGPDFL-SkinSeg: Enhancing model generalisation with data diversity via voting-based client selection and gradual pruning for decentralised federated skin lesion segmentation
  Computers & Electrical Engineering 2026 DOI: 10.1016/J.COMPELECENG.2026.111022
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• Enhancing patient-independent detection of freezing of gait in Parkinson’s disease with deep adversarial network
  Neural Computing and Applications 2025 DOI: 10.1007/s00521-025-11068-x
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• Cross-eyed dataset generation, simulation and evaluation using attention based residual module for gender identification
  Multimedia Tools and Applications 2025 DOI: 10.1007/s11042-025-21054-z
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• 3DSPECSN: Adaptive 3D spatial patch based siamese network for robust hyperspectral image analysis
  Computers & Electrical Engineering 2025 DOI: 10.1016/J.COMPELECENG.2025.110520
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• LiDSCUNet plus plus : A lightweight depth separable convolutional UNet plus plus for vertebral column segmentation and spondylosis detection
  Research in Veterinary Science 2025 DOI: 10.1016/J.RVSC.2025.105703
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• LiTransUNet: a lightweight TransUNet for vertebral column segmentation
  Signal, Image and Video Processing 2025 DOI: 10.1007/S11760-025-04135-2
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• 3D-PETLN: FINE-TUNING 3D PATCH EXTRACTION IN HYPERSPECTRAL REMOTE SENSING DATA WITH TRANSFER LEARNING
  Ieee India Geoscience and Remote Sensing Symposium, Ingarss 2024 DOI: 10.1109/INGARSS61818.2024.10984208
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• Unraveling effects of ocular features on the performance of periocular biometrics
  Journal of Information Security and Applications 2024 DOI: 10.1016/J.JISA.2024.103772
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• Experimental Evaluation of Covariates Effects on Periocular Biometrics: A Robust Security Assessment Framework
  Journal of Data and Information Quality 2023 DOI: 10.1145/3579029
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• Knowledge Transfer and Crowdsourcing in Cyber-Physical-Social Systems
  Pattern Recognition Letters 2022 DOI: 10.1016/J.PATREC.2022.10.027
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