Vaishnavi Ravi

Employment

• Indian Institute of Science Bangalore Post Doctoral Researcher
  2024 - Present

Education

• Indian Institute of Technology Tirupati PhD
  2019 - 2024
• Defence Institute of Advanced Technology Master of Technology
  2017 - 2019
• SASTRA University Bachelor of Technology
  2012 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• Integrating Fourier analysis and deep learning for robust detection of deep fake brain magnetic resonance images
  Pattern Recognition Letters 2026 DOI: 10.1016/j.patrec.2026.03.016
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• Robust Denoising in Fringe Projection Profilometry: A Poissonian-Gaussian Approach with Lightweight Neural Networks
  2026 DOI: 10.1007/978-3-031-93697-5_8
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• Transformer-Based Fringe Restoration for Shadow Mitigation in Fringe Projection Profilometry
  2025 DOI: 10.1007/978-3-031-78305-0_22
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• Lightweight Learning Model for Speckle Denoising in Digital Holography
  2024 DOI: 10.1007/978-3-031-58535-7_21
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• CF3DNet: A learning-based approach for single-shot 3D reconstruction from circular fringes
  Optics and Lasers in Engineering 2023 DOI: 10.1016/j.optlaseng.2023.107597
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• LiteF2DNet: a lightweight learning framework for 3D reconstruction using fringe projection profilometry
  Applied Optics 2023 DOI: 10.1364/AO.483303
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• VISAL—A novel learning strategy to address class imbalance
  Neural Networks 2023 DOI: 10.1016/j.neunet.2023.01.015
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• A Multi-Task Learning for 2D Phase Unwrapping in Fringe Projection
  IEEE Signal Processing Letters 2022 DOI: 10.1109/LSP.2022.3157195
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• Single-shot circular fringe projection for the profiling of objects having surface discontinuities
  Journal of the Optical Society of America A Optics and Image Science and Vision 2021 DOI: 10.1364/JOSAA.430981
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• Implementation of algorithms for Point target detection and tracking in Infrared image sequences
  2019 4th IEEE International Conference on Recent Trends on Electronics Information Communication and Technology Rteict 2019 Proceedings 2019 DOI: 10.1109/RTEICT46194.2019.9016871
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