Generalized Category Discovery in Aerial Image Classification via Slot Attention
Yifan Zhou,
Haoran Zhu,
Yan Zhang
et al.
Abstract:Aerial images record the dynamic Earth terrain, reflecting changes in land cover patterns caused by natural processes and human activities. Nonetheless, prevailing aerial image classification methodologies predominantly function within a closed-set framework, thereby encountering challenges when confronted with the identification of newly emerging scenes. To address this, this paper explores an aerial image recognition scenario in which a dataset comprises both labeled and unlabeled aerial images, intending to… Show more
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