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AI4RS

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This website represents the scientific activities of the AI4RS (artificial intelligence for remote sensing) team. AI4RS is led by Pedram Ghamisi [Link] who works as (1) head of the machine learning group (FWGE-L) at Helmholtz-Zentrum Dresden-Rossendorf, Germany (HZDR) and (2) visiting research professor and leader of AI4RS at the Institute of Advanced Research in Artificial Intelligence (IARAI), Austria.

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The topics we cover:​

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  • Trustworthy AI for Earth observation

  • AI for social good

  • Explainable AI

  • Deep learning and its applications to, e.g., semantic segmentation and scene classification

  • Human-in-the-loop Earth observation data analysis

  • Vision and language for Earth Observation

  • Multisensor and multitemporal data fusion

  • Adversarial attacks and defenses

  • Domain adaptation and transfer learning

  • Weakly supervised learning

  • Change detection

  • Semantic segmentation and scene classification

  • Visual question answering

  • Zero- and few-shot learning

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Team members (only those who work on remote sensing-related subjects at HZDR-HIF and IARAI):

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  • Dr. Pedram Ghamisi (Leader)

  • Dr. Yonghao Xu (Postdoc at IARAI) 

  • Dr. Shizhen Chang (Postdoc at IARAI)

  • Dr. Omid Ghorbanzadeh (Postdoc at IARAI)

  • Dr. Behnood Rasti (Research Scientist at HZDR)

  • Dr. Samiran Das (Postdoc at HZDR)

  • Aldino Rizaldy (Ph.D. Student at HZDR)

  • Weikang Yu (Ph.D. Student at HZDR)

  • Ziping He (Exchange Ph.D. Student at HZDR)

  • Zijia Zhang (Exchange Ph.D. Student at HZDR)

  • Yaoming Cai (Exchange Ph.D. Student at HZDR)

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