publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. AAAI24
    HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
    Jonathan Xu^*, Amna Elmustafa^*, Liya Weldegebriel, and 5 more authors
    In Conference on Artificial Intelligence (AAAI-24) 2024
    PDF

2023

  1. NeurIPS
    SatBird: A dataset for bird species distribution modeling using remote sensing and citizen science data
    Mélisande Teng, Amna Elmustafa, Benjamin Akera, and 4 more authors
    In Conference on Neural Information Processing Systems (NeurIPS) 2023
    PDF
  2. ICLR Workshop
    Bird Distribution Modelling using Remote Sensing and Citizen Science data
    Mélisande Teng, Amna Elmustafa, Benjamin Akera, and 2 more authors
    arXiv preprint arXiv:2305.01079 2023
    PDF

2022

  1. ACM SIGSPATIAL
    Understanding economic development in rural Africa using satellite imagery, building footprints and deep models
    Amna Elmustafa, Erik Rozi, Yutong He, and 4 more authors
    In Proceedings of the 30th International Conference on Advances in Geographic Information Systems 2022
    PDF

2019

  1. ICCCEEE
    A comparative study on human loco-motor activity recognition using wearable sensors
    Amna Abdallah, Rawan S Abdulsadig, and Magdi Amien
    In 2019 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE) 2019
    PDF