Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection

12 May 2025

Papers citing "Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection"

34 / 34 papers shown

Title
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Hanzhe Liang Aoran Wang Jie Zhou Xin Jin C. Gao Jinbao Wang 175 1 0 09 May 2025
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Yunkang Cao Haiming Yao Wei Luo Nong Sang 129 7 0 23 Dec 2024
AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization Wei Luo Haiming Yao Wenyong Yu Zhengyong Li 155 16 0 16 Dec 2024
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework Yuqi Cheng Yunkang Cao Guoyang Xie Zhichao Lu Nong Sang 3DPC 96 5 0 20 Sep 2024
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection Yuqi Cheng Yunkang Cao Rui Chen Nong Sang 78 3 0 11 Jun 2024
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection Ximiao Zhang Min Xu Xiuzhuang Zhou 115 60 0 09 Mar 2024
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network Wenqiao Li Xiaohao Xu Yao Gu Bozhong Zheng Shenghua Gao Yingna Wu 3DPC 81 24 0 25 Nov 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection Ruiying Lu YuJie Wu Long Tian Dongsheng Wang Bo Chen Xiyang Liu Ruimin Hu 92 42 0 22 Oct 2023
Real3D-AD: A Dataset of Point Cloud Anomaly Detection Jiaqi Liu Guoyang Xie Rui Chen Xinpeng Li Jinbao Wang Yong-Jin Liu Chengjie Wang Feng Zheng 113 46 0 23 Sep 2023
Segment Any Anomaly without Training via Hybrid Prompt Regularization Yunkang Cao Xiaohao Xu Chen Sun Y. Cheng Zongwei Du Liang Gao Nong Sang VLM 90 71 0 18 May 2023
Toward Unsupervised 3D Point Cloud Anomaly Detection using Variational Autoencoder Mana Masuda Ryo Hachiuma Ryoske Fujii Hideo Saito Yusuke Sekikawa 3DPC DRL 47 23 0 07 Apr 2023
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection Yunkang Cao Xiaohao Xu Nong Sang 3DPC 103 46 0 23 Mar 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation Yuxuan Duan Y. Hong Li Niu Liqing Zhang 89 61 0 04 Mar 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Yabiao Wang Chengjie Wang 3DPC 136 97 0 01 Mar 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing Guoyang Xie Jinbao Wang Jiaqi Liu Jiayi Lyu Yang Liu Chengjie Wang Feng Zheng Yaochu Jin VLM 107 70 0 31 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey Jiaqi Liu Guoyang Xie Jingbao Wang Shangwen Li Chengjie Wang Feng Zheng Yaochu Jin 108 189 0 27 Jan 2023
Normal Reference Attention and Defective Feature Perception Network for Surface Defect Detection Wei Luo Haiming Yao Wenyong Yu 95 15 0 18 Nov 2022
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 74 12 0 31 Oct 2022
A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing Haiming Yao Wen-yong Yu Xue Wang 49 41 0 22 Jun 2022
A Unified Model for Multi-class Anomaly Detection Zhiyuan You Lei Cui Yujun Shen Kai Yang Xin Lu Yu Zheng Xinyi Le 74 227 0 08 Jun 2022
BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion Kejie Li Yansong Tang V. Prisacariu Philip Torr MDE 66 43 0 03 Apr 2022
Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection Eliahu Horwitz Yedid Hoshen 112 54 0 10 Mar 2022
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors Paul Bergmann David Sattlegger 3DPC 85 59 0 23 Feb 2022
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization Paul Bergmann Xin Jin David Sattlegger C. Steger 78 149 0 16 Dec 2021
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Hannah M. Schlüter Jeremy Tan Benjamin Hou Bernhard Kainz 192 139 0 30 Sep 2021
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection Vitjan Zavrtanik Matej Kristan D. Skočaj 84 621 0 17 Aug 2021
Towards Total Recall in Industrial Anomaly Detection Karsten Roth Latha Pemula J. Zepeda Bernhard Schölkopf Thomas Brox Peter V. Gehler UQCV 89 922 0 15 Jun 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li Kihyuk Sohn Jinsung Yoon Tomas Pfister SSL UQCV 95 784 0 08 Apr 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 391 1,577 0 27 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows Marco Rudolph Bastian Wandt Bodo Rosenhahn UQCV 68 333 0 28 Aug 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
UnitBox: An Advanced Object Detection Network Jiahui Yu Yuning Jiang Zhangyang Wang Zhimin Cao Thomas Huang CVBM 93 1,472 0 04 Aug 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 176 5,538 0 09 Dec 2015