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Prior tokenization-based interactive segmentation with Vision Transformers

delete2025-08-26
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PRE
AI
Z
Zongyuan Ding
B
Boyu Wang
H
Hongyuan Wang
王涛 (Tao Wang)
DOI:10.1016/j.patcog.2025.112361delete
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摘要

摘要

En 中文
• 先验token在交互式信息中处理语义特征的效果优于距离图。 • 在判别性约束下,先验token更容易区分目标和背景的语义差异。 • 交叉注意力紧密地将图像块token与用户意图对齐。 • 寄存器方法有效解决了交互式分割中的伪影问题。
Keyword:
prior tokens
cross-attention
interactive segmentation
semantic features
discriminative constraints

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

N
Nanjing University of Science and Technology
学者数:
5.6K
论文数: 2.2K
被引数: 25
C
Changzhou University
学者数:
1.4W
论文数: 8.3K
被引数: 1.1W
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