publications

publications by categories in reversed chronological order.

2024

  1. Remote Sensing
    SAR.png
    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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  2. feature_selection.png
    A comparative study of data input selection for deep learning-based automated sea ice mapping
    Xinwei Chen, Fernando J Pena Cantu, Muhammed Patel, and 4 more authors
    International Journal of Applied Earth Observation and Geoinformation, 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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2023

  1. Weakly_supervised_sea_ice_type.png
    Weakly Supervised Learning for Pixel-level Sea Ice Concentration Extraction using AI4Arctic Sea Ice Challenge Dataset
    Xinwei Chen, Muhammed Patel, Linlin Xu, and 3 more authors
    IEEE Geoscience and Remote Sensing Letters, 2023
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  2. whales.png
    The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery
    Muhammed Patel, Xinwei Chen, Linlin Xu, and 5 more authors
    In IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium , 2023
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  3. Region-level Ground Truth can produce Pixel-level Segmentation for Sea Ice Concentration
    Muhammed Patel, Xinwei Chen, Linlin Xu, and 3 more authors
    Journal of Computational Vision and Imaging Systems, 2023
  4. The Influence of Input Variable Selection on Deep Learning-Based Sea Ice Parameter Inversion from Multi-Sensor Satellite Data
    Xinwei Chen, Muhammed Patel, Fernando J Pena Cantu, and 7 more authors
    In OCEANS 2023-MTS/IEEE US Gulf Coast , 2023

2022

  1. Beluga whale detection from sliced aerial remote sensing images using object detection pipelines
    Muhammed Patel, Xinwei Chen, Neil Brubacher, and 2 more authors
    Journal of Computational Vision and Imaging Systems, 2022

2021

  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