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Yichuang Luo

As seen in: PLOS ONE
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Articles

UAMP: Consistent video object segmentation with uncertainty-aware memory propagation

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By Yichuang Luo, Xi’an Peihua, Fang Wang
| PLOS ONE
3 Methods To better contextualize our method, we first briefly review the core architecture of SAM 2. As illustrated in Fig 1, SAM 2 [1] comprises four main components: (1) an image encoder, (2) a mask decoder integrated with a prompt encoder, (3) a memory attention layer, and (4) a memory encoder coupled with a memory bank. Fig 1. The illustration of SAM 2 architecture. It consists of the image encoder, memory attention, mask decoder and memory bank.
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GroupPrompter: A Prompting Method for Semantic Segmentation Based on SAM

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By Fang Wang, Jing Xing, Xiaohu Liu, Yichuang Luo
| ieeexplore.ieee.org
IEEE websites place cookies on your device to give you the best user experience. By using our websites, you agree to the placement of these cookies. To learn more, read our Privacy Policy. Skip to Main Content The SAM shows remarkable generalization and transformable capabilities for categoryagnostic Segmentation.
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