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3D Anomaly Detection and Segmentation

3D-Only Anomaly Detection and Segmentation

Papers

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Showing 1–10 of 11 papers

Title	Date	Tasks	Status	Hype
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark	Jun 26, 2025	3D Anomaly Detection3D Anomaly Detection and Segmentation	—Unverified	0
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection	May 9, 2025	3D Anomaly Detection3D Anomaly Detection and Segmentation	CodeCode Available	0
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection	Feb 21, 2025	3D Anomaly Detection3D Anomaly Detection and Segmentation	CodeCode Available	2
0-1 laws for pattern occurrences in phylogenetic trees and networks	Feb 7, 2024	10-shot image generation	—Unverified	0
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection	Mar 23, 2023	3D Anomaly Detection and SegmentationAnomaly Detection	CodeCode Available	1
Shape-Guided: Shape-Guided Dual-Memory Learning for 3D Anomaly Detection	Jan 27, 2023	3D Anomaly Detection3D Anomaly Detection and Segmentation	CodeCode Available	1
Anomaly Detection Requires Better Representations	Oct 19, 2022	3D Anomaly Detection and SegmentationAnomaly Detection	CodeCode Available	1
Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection	Mar 10, 2022	3D Anomaly Detection3D Anomaly Detection and Segmentation	CodeCode Available	1
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors	Feb 23, 2022	3D Anomaly Detection3D Anomaly Detection and Segmentation	—Unverified	0
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization	Dec 16, 2021	3D Anomaly Detection and SegmentationAnomaly Detection	CodeCode Available	1

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