Muhammed Patel

MaSc student at VIP lab, University of Waterloo.

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Hello! I am Muhammed Patel I am a graduate student pursuing a MaSc in Systems Design Engineering at the University of Waterloo. Prior to this, I completed a dual degree program in Industrial Engineering with a specialization in Optimization at the Indian Institute of Technology (IIT) Kharagpur. I am currently working on automatic whale detection and sea ice classification from SAR images. I love to stay active through calisthenics, unwind with video games, or play sports. I’m always looking for new challenges and opportunities to grow both professionally and personally.

news

Jun 09, 2024 An article about my research is covered by University of Waterloo Can AI help save beluga whales?
May 09, 2024 I am excited to present my poster Region-Level Labels In Ice Charts Can Produce Pixel-Level Segmentation For Sea Ice Types at ICLR2024 in Vienna.
Apr 08, 2024 Our 1st place solution for Autoice challenge is published at The Cryosphere.
Nov 30, 2023 Our paper on weakly supervised learning for Sea Ice concentration estimation is published at IEEE Geoscience and Remote Sensing Letters
Jul 16, 2023 I am pleased to share that our work on “Influence of patch size for whale detection” will presented orally at IGARSS 2023

selected publications

  1. Medical Imaging
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    Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM
    Muhammed Ilyas Patel, Shrey Singla, Razeem Ahmad Ali Mattathodi, and 3 more authors
    In 2021 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) , 2021
  2. Remote Sensing
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    MMSeaIce: a collection of techniques for improving sea ice mapping with a multi-task model
    Xinwei Chen, Muhammed Patel, Fernando J Pena Cantu, and 5 more authors
    The Cryosphere, 2024
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  3. ml4rs_SOD_poster.png
    Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types
    Muhammed Patel, Xinwei Chen, Linlin Xu, and 3 more authors
    In ICLR 2024 ML4RS Workshop , 2024
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