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An evolutionary multi-objective optimization framework for polyp tracking in endoscopy videos

delete2026-02-26
delete0
PRE
AI
邱晚玉 封面图
邱晚玉 (Wanyu Qiu)
X
Xiao Yang *
Z
Zirui Liu
DOI：10.1016/j.swevo.2026.102342delete
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摘要

摘要

En 中文
• 提出了一种用于数据关联的进化多目标框架。 • 设计了一个12维非线性扩展卡尔曼滤波器（EKF），用于建模腺瘤（polyp）的加速度和变形。 • 通过拐点（knee-point）和视觉优先级解决帕累托模糊性。 • 在公开的SUN-SEG基准测试上达到98.5%的MOTA，在临床结肠镜视频上达到75.9%的MOTA。
Keyword:
evolutionary multi-objective optimization
polyp tracking
data association
nonlinear EKF
MOTA

期刊

Swarm and Evolutionary Computation 封面图
Swarm and Evolutionary Computation
IF:
8.5
论文数:
2.2K
被引数:
1.0W

机构

H
hubei university of economics
学者数:
615
论文数: 755
被引数: 0
H
huazhong university of science and technology
学者数:
2.7W
论文数: 8.1K
被引数: 5
引用论文

引用论文

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