The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

16 December 2021

Papers citing "The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization"

33 / 33 papers shown

Title
Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation Bozhong Zheng Jinye Gan Xiaohao Xu Wenqiao Li Xiaonan Huang Na Ni Yingna Wu 30 0 0 30 May 2025
Mentor3AD: Feature Reconstruction-based 3D Anomaly Detection via Multi-modality Mentor Learning Jinbao Wang Hanzhe Liang C. Gao Chenxi Hu Jie Zhou Yunkang Cao Linlin Shen Weiming Shen 64 0 0 27 May 2025
Preference Isolation Forest for Structure-based Anomaly Detection Filippo Leveni Luca Magri Cesare Alippi Giacomo Boracchi 107 0 0 16 May 2025
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection Yuqi Cheng Yunkang Cao Dongfang Wang Nong Sang Wenlong Li 97 1 0 12 May 2025
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 190 1 0 09 May 2025
MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection Jiayi Cheng C. Gao Jie Zhou J. Wen Tao Dai Jiadong Wang 73 0 0 04 May 2025
3D-PNAS: 3D Industrial Surface Anomaly Synthesis with Perlin Noise Yifeng Cheng Juan Du 103 1 0 17 Apr 2025
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models Zongyun Zhang Jiacheng Ruan Xian Gao Ting Liu Yuzhuo Fu 126 2 0 18 Mar 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 131 0 0 03 Feb 2025
DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection Kecen Li Bingquan Dai Jingjing Fu Xinwen Hou 73 2 0 13 Oct 2024
Attention-Guided Perturbation for Unsupervised Image Anomaly Detection Tingfeng Huang Yuxuan Cheng Jingbo Xia Rui Yu Yuxuan Cai Jinhai Xiang Xinwei He AAML 245 0 0 14 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 135 13 0 31 Jul 2024
Learning to Be a Transformer to Pinpoint Anomalies Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 95 0 0 04 Jul 2024
Odd-One-Out: Anomaly Detection by Comparing with Neighbors A. Bhunia Changjian Li Hakan Bilen 146 0 0 28 Jun 2024
CLIP3D-AD: Extending CLIP for 3D Few-Shot Anomaly Detection with Multi-View Images Generation Zuo Zuo Jiahao Dong Yao Wu Yanyun Qu Zongze Wu 114 4 0 27 Jun 2024
View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis Subin Varghese Vedhus Hoskere 117 0 0 26 Jun 2024
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection Canhui Tang Sanpin Zhou Yizhe Li Yonghao Dong Le Wang 63 0 0 03 May 2024
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark Jiang-She Zhang Chengjie Wang Xiangtai Li Guanzhong Tian Zhucun Xue Yong Liu Guansong Pang Dacheng Tao 104 6 0 16 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 155 44 0 09 Apr 2024
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection Chengjie Wang Wenbing Zhu Bin-Bin Gao Zhenye Gan Jianning Zhang Zhihao Gu Shuguang Qian Mingang Chen Lizhuang Ma 116 57 0 19 Mar 2024
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning Xiaohao Xu Yunkang Cao Huaxin Zhang Nong Sang Xiaonan Huang VLM 131 11 0 17 Mar 2024
Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection Liyi Yao Shaobing Gao 50 1 0 01 Feb 2024
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Yue Liu Hao Chen Yongbin Zheng Chunhua Shen 92 19 0 13 Aug 2023
Point Cloud Video Anomaly Detection Based on Point Spatio-Temporal Auto-Encoder Tengjiao He Wenguang Wang 3DPC 125 1 0 04 Jun 2023
$FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation$ FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation X. Xia Weijie Lv Xing He Nan Li Chuanqi Liu Ning Ding 78 1 0 30 Jan 2023
MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection Tianpeng Bao Jiadong Chen Wei Li Xiang Wang Jingjing Fei Liwei Wu Rui Zhao Ye Zheng 148 22 0 25 Nov 2022
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 102 12 0 31 Oct 2022
Masked Transformer for image Anomaly Localization Axel De Nardin P. Mishra G. Foresti C. Piciarelli ViT MedIm 109 17 0 27 Oct 2022
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection Tongkun Liu Bing Li Zhu Zhao Xiaoyu Du Bin Jiang Leqi Geng 123 39 0 26 Oct 2022
Anomaly Detection Requires Better Representations Tal Reiss Niv Cohen Eliahu Horwitz Ron Abutbul Yedid Hoshen OOD AI4TS SSL 129 21 0 19 Oct 2022
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt 127 142 0 14 Oct 2022
AFSC: Adaptive Fourier Space Compression for Anomaly Detection Haote Xu Yunlong Zhang Liyan Sun Chenxin Li Yue Huang Xinghao Ding MedIm 64 12 0 17 Apr 2022
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors Paul Bergmann David Sattlegger 3DPC 89 59 0 23 Feb 2022