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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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Abstract

Abstract

En 中文
• Prior tokens handle semantic features in interactive information better than distance maps. • Under discriminative constraints, prior tokens distinguish target and background semantic divergence more easily. • Cross-attention tightly aligns image patch tokens with user intent. • The register method effectively addresses artifacts in interactive segmentation.
Keywords:
prior tokens
cross-attention
interactive segmentation
semantic features
discriminative constraints

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

N
Nanjing University of Science and Technology
Scholars:
5.6K
Papers: 2.2K
Citations: 25
C
Changzhou University
Scholars:
1.4W
Papers: 8.3K
Citations: 1.1W
Cited Papers

Cited Papers

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errBragantini, Jordao; Falcao, Alexandre X.; Najman, Laurent
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Text-video retrieval re-ranking via multi-grained cross attention and frozen image encoders
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errDai, Zuozhuo; Cheng, Kaihui; Shao, Fangtao; Dong, Zilong; Zhu, Siyu
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LABKIT: Labeling and Segmentation Toolkit for Big Image Data
err2022-02-10
err0
errOAAI
errMatthias Arzt; Joran Deschamps; Christopher Schmied; Tobias Pietzsch; Deborah Schmidt; Pavel Tomancak; Robert Haase; Florian Jug
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A comparative evaluation of interactive segmentation algorithms
err2010-02-01
err226
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errMcGuinness, Kevin; O'Connor, Noel E.
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Volumetric memory network for interactive medical image segmentation
err2023-01-01
err52
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errZhou, Tianfei; Li, Liulei; Bredell, Gustav; Li, Jianwu; Unkelbach, Jan; Konukoglu, Ender
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The Pascal Visual Object Classes (VOC) Challenge
err2009-09-09
err9.0K
PREAI
errEveringham, Mark; Van Gool, Luc; Williams, Christopher K. I.; Winn, John; Zisserman, Andrew
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