
AI4RS
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.
The topics we cover:
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Trustworthy AI for Earth observation
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AI for social good
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Explainable AI
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Deep learning and its applications to, e.g., semantic segmentation and scene classification
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Human-in-the-loop Earth observation data analysis
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Vision and language for Earth Observation
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Multisensor and multitemporal data fusion
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Adversarial attacks and defenses
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Domain adaptation and transfer learning
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Weakly supervised learning
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Change detection
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Semantic segmentation and scene classification
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Visual question answering
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Zero- and few-shot learning
Team members (only those who work on remote sensing-related subjects at HZDR-HIF and IARAI):
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Dr. Pedram Ghamisi (Leader)
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Dr. Behnood Rasti (Research Scientist at HZDR)
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Dr. Samiran Das (Postdoc at HZDR)
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Dr. Decky Aspandi (Postdoc at HZDR)
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Aldino Rizaldy (Ph.D. Student at HZDR)
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Weikang Yu (Ph.D. Student at HZDR)
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Elias Arbash (Ph.D. Student at HZDR)
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Seema Chouhan (Ph.D. Student at HZDR)
Alumni
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Dr. Yonghao Xu (Postdoc at IARAI)
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Dr. Shizhen Chang (Postdoc at IARAI)
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Dr. Omid Ghorbanzadeh (Postdoc at IARAI)
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Dr. Kasra Rafiezadeh Shahi (Ph.D. Student at HZDR)
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Dr. Laura Elena Cue La (Exchange Ph.D. Student at HZDR)
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Dr. Ziping He (Exchange Ph.D. Student at HZDR)
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Dr. Zijia Zhang (Exchange Ph.D. Student at HZDR)
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Dr. Yaoming Cai (Exchange Ph.D. Student at HZDR)
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Dr. Puhong Duan (Exchange Ph.D. Student at HZDR)