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Na Ni

2 accepted papers

2025

Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation

ICCV 2025poster

3D point cloud anomaly detection is essential for robust vision systems but is challenged by pose variations and complex geometric anomalies. Existing patch-based methods often suffer from geometric fidelity issues due to discrete voxelization or projection-based representations, limiting fine-grain…

Cited by 0SourcePDFScholar
2025

Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties

CVPR 2025poster

Object anomaly detection is essential for industrial quality inspection, yet traditional single-sensor methods face critical limitations. They fail to capture the wide range of anomaly types, as single sensors are often constrained to either external appearance, geometric structure, or internal prop…