most citedFuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls

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cs.CV2025

Fence Theorem: Towards Dual-Objective Semantic-Structure Isolation in Preprocessing Phase for 3D Anomaly Detection

Hanzhe Liang, Jie Zhou, Xuanxin Chen +3

3D anomaly detection (AD) is prominent but difficult due to lacking a unified theoretical foundation for preprocessing design. We establish the Fence Theorem, formalizing preproces…