SN

Sudha Natarajan

Tata Elxsi, Indian Institute of Technology Madras Research Park, Indian Institute of Technology Guwahati, Indian Institute of Technology Madras, SASTRA University, Thiagarajar College of Engineering

ORCID iD 0000-0003-1729-6699
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Employment

  • Tata Elxsi
    2024 - Present
  • Indian Institute of Technology Madras Research Park
    2023 - 2024
  • SASTRA University Professor
    2018 - 2023
  • Tata Elxsi Senior Technical Lead
    2015 - 2017
  • XMOS Semiconductors Senior Embedded Engineer
    2012 - 2015
  • Nanyang Technological University Assistant Professor
    2006 - 2011
  • Indian Institute of Technology Madras Assistant Professor
    2003 - 2006
  • VLSI lab, IIT Madras Project Officer
    2002 - 2003
  • Center for High Performance Embedded Systems, NTU Post Doctoral Fellow
    2000 - 2001

Education

  • Indian Institute of Technology Guwahati PhD
    1996 - 2000
  • Indian Institute of Technology Madras MS
    1994 - 1996
  • Thiagarajar College of Engineering BE
    1988 - 1992

Projects & Funding

Projects & funding information is unavailable.

Publications (30)

  • MangoYieldNet: Fruit yield estimation for mango orchards using DeepLabv3+ with ResNet18 Architecture
    Multimedia Tools and Applications 2025
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  • A regression network for bend angle prediction of a soft gripper via ultrasonic and bend sensor data
    IEEE Sensors Journal 2025
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  • SAR2NDVI: A pix2pix GAN for reconstructing field-level NDVI time series using Sentinel-1 SAR data
    Journal of Applied Remote Sensing, SPIE 2023
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  • TransCropNet: A multi-channel transformer with feature-level fusion for crop classification in agricultural smallholdings using Sentinel images
    Journal of Applied Remote Sensing, SPIE 2023
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  • AgriFloodNet: A dual patch CNN architecture for mapping flooded agricultural lands via bi-temporal multi-sensor images
    Geocarto International 2022
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  • DeepFlood: A deep learning based flood detection framework using feature-level fusion of multi-sensor remote sensing images
    Journal of Universal Computer Science 2022
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  • CocoNet: A Hybrid Machine Learning Framework for Coconut Farm Identification and Its Cyclonic Damage Assessment on Bi-Temporal SAR Images
    Journal of Applied Remote Sensing 2021
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  • DeepRange: Deep-learning-based object detection and ranging in autonomous driving
    IET Intelligent Transport Systems 2019
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  • Fast and accurate on-road vehicle detection based on color intensity segregation
    Procedia Computer Science 2018
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  • Traffic sign recognition using weighted multi-convolutional neural network
    IET Intelligent Transport Systems 2018
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