Optimized anchor-free network for dense rotating object detection in remote sensing images
He Yan,
Ming Zhang,
Ruikai Hong
et al.
Abstract:Extracting dense rotating objects accurately from remote sensing images is an emerging task in object detection. To increase the applicability of existing algorithms in the above tasks, an optimized anchor-free network optimized by a dual attention mechanism (DAM) and gate multiscale feature fusion (GMFF) is designed. The DAM module is composed of two attention mechanisms with different functions. This part can enhance the backbone network's ability to extract and model information at different levels and redu… Show more
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