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Xinying Miao on Muck Rack

Xinying Miao

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Articles

Robust rice-crab detection via receptive-field attention and feature reassembly in unstructured agricultural scenes

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By Zhipeng He, Xiaodong Li, Na Sun, Yi Zhang, Menghan Liu, Jingjing Shan, Xinying Miao, Huatang Sun
| Nature Verified
Abstract Accurate and real-time detection of rice crabs in paddy-field aquaculture is crucial for precise feeding and behavior monitoring. This task is challenging due to the high textural similarity between crabs and their environment, partial occlusion from rice blossoms, and difficult environmental conditions such as variable illumination and adverse weather, which lead to feature confusion and detail loss.
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