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DSR -- A dual subspace re-projection network for surface anomaly detection
European Conference on Computer Vision (ECCV), 2022
2 August 2022
Vitjan Zavrtanik
Matej Kristan
D. Skočaj
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Papers citing
"DSR -- A dual subspace re-projection network for surface anomaly detection"
43 / 43 papers shown
Title
AnoRefiner: Anomaly-Aware Group-Wise Refinement for Zero-Shot Industrial Anomaly Detection
Dayou Huang
Feng Xue
Xurui Li
Yu Zhou
80
0
0
27 Nov 2025
Towards Fine-Grained Vision-Language Alignment for Few-Shot Anomaly Detection
Yuanting Fan
Jun Liu
Xiaochen Chen
Bin-Bin Gao
Jian Li
Y. Liu
Jinlong Peng
Chengjie Wang
256
0
0
30 Oct 2025
ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection
Qunyi Zhang
Songan Zhang
Jinbao Wang
Xiaoning Lei
Guoyang Xie
Guannan Jiang
Zhichao Lu
156
0
0
09 Oct 2025
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
Guangyao Zhai
Yue Zhou
Xinyan Deng
Lars Heckler
Nassir Navab
Benjamin Busam
116
0
0
02 Oct 2025
From Benchmarks to Reality: Advancing Visual Anomaly Detection by the VAND 3.0 Challenge
Lars Heckler-Kram
Ashwin Vaidya
Jan-Hendrik Neudeck
Ulla Scheler
Dick Ameln
S. Akçay
Paula Ramos
138
0
0
22 Sep 2025
MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection
Gang Li
Tianjiao Chen
Mingle Zhou
Min Li
Delong Han
Jin Wan
92
0
0
12 Sep 2025
No Label Left Behind: A Unified Surface Defect Detection Model for all Supervision Regimes
Journal of Intelligent Manufacturing (J Intell Manuf), 2025
Blaž Rolih
Matic Fucka
D. Skočaj
95
0
0
26 Aug 2025
How and Why: Taming Flow Matching for Unsupervised Anomaly Detection and Localization
Liangwei Li
Lin Liu
Juanxiu Liu
Jing Zhang
Ruqian Hao
Xiaohui Du
108
0
0
07 Aug 2025
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning
Muhammad Aqeel
Shakiba Sharifi
Marco Cristani
Francesco Setti
152
6
0
04 Aug 2025
BridgeNet: A Unified Multimodal Framework for Bridging 2D and 3D Industrial Anomaly Detection
An Xiang
Zixuan Huang
Xitong Gao
Kejiang Ye
Cheng-zhong Xu
152
0
0
25 Jul 2025
3D-ADAM: A Dataset for 3D Anomaly Detection in Additive Manufacturing
Paul McHard
Florent P. Audonnet
Oliver Summerell
Sebastian Andraos
Paul Henderson
G. Aragon-Camarasa
302
0
0
10 Jul 2025
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
Computer Vision and Pattern Recognition (CVPR), 2025
Mojtaba Nafez
Amirhossein Koochakian
Arad Maleki
Jafar Habibi
M. Rohban
AAML
293
2
0
10 Jun 2025
RoBiS: Robust Binary Segmentation for High-Resolution Industrial Images
Xurui Li
Zhonesheng Jiang
Tingxuan Ai
Yu Zhou
150
3
0
27 May 2025
SuperAD: A Training-free Anomaly Classification and Segmentation Method for CVPR 2025 VAND 3.0 Workshop Challenge Track 1: Adapt & Detect
Huaiyuan Zhang
Wei Xu
Yu Cheng
Shunyi Wu
Linghao Sun
Linao Han
Zeyu Shi
Lei Qi
174
2
0
26 May 2025
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection
Long Qian
Bingke Zhu
Yingying Chen
Ming Tang
Jinqiao Wang
327
1
0
17 Apr 2025
ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects
Paul J. Krassnig
Dieter P. Gruber
1.1K
1
0
06 Mar 2025
PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness
Yurui Pan
Lidong Wang
Yuchao Chen
Wenbing Zhu
Bo Peng
M. Chi
207
1
0
03 Mar 2025
A Survey on Industrial Anomalies Synthesis
Xichen Xu
Yanshu Wang
Yawen Huang
Jiaqi Liu
Xiaoning Lei
Guoyang Xie
Guannan Jiang
415
5
0
23 Feb 2025
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation
Pattern Recognition (Pattern Recogn.), 2024
Chengjie Wang
Xi Jiang
Bin-Bin Gao
Zhenye Gan
Wenshu Fan
Feng Zheng
Lizhuang Ma
UQCV
430
12
0
30 Dec 2024
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Fenfang Tao
G. Xie
Fang Zhao
Xiangbo Shu
283
14
0
23 Dec 2024
Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection
Long Qian
Bingke Zhu
Yingying Chen
Ming Tang
Jinqiao Wang
479
2
0
30 Nov 2024
A Photorealistic Dataset and Vision-Based Algorithm for Anomaly Detection During Proximity Operations in Lunar Orbit
Selina Leveugle
Chang Won Lee
Svetlana Stolpner
Chris Langley
Paul Grouchy
Steven Waslander
Jonathan Kelly
427
1
0
30 Sep 2024
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control
Muhammad Aqeel
Shakiba Sharifi
Marco Cristani
Francesco Setti
249
5
0
21 Aug 2024
Not All Regions Are Equal: Attention-Guided Perturbation Network for Industrial Anomaly Detection
Tingfeng Huang
Yuxuan Cheng
Yuxuan Cheng
Jingbo Xia
Rui Yu
Jinhai Xiang
Xinwei He
AAML
401
0
0
14 Aug 2024
Few-shot Defect Image Generation based on Consistency Modeling
European Conference on Computer Vision (ECCV), 2024
Qingfeng Shi
Jing Wei
Fei Shen
Zheng Zhang
247
12
0
01 Aug 2024
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement
Shichen Qu
Xian Tao
Zhen Qu
Xinyi Gong
Zhengtao Zhang
Mukesh Prasad
276
2
0
25 Jul 2024
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization
Qiyu Chen
Huiyuan Luo
Chengkan Lv
Zhengtao Zhang
271
72
0
12 Jul 2024
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection
Yuqi Cheng
Yunkang Cao
Rui Chen
Nong Sang
200
5
0
11 Jun 2024
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection
Canhui Tang
Sanpin Zhou
Yizhe Li
Yonghao Dong
Le Wang
183
2
0
03 May 2024
SoftPatch: Unsupervised Anomaly Detection with Noisy Data
Xi Jiang
Ying Chen
Qiang Nie
Wenshu Fan
Jianlin Liu
Jinbao Wang
WU Kai
Chengjie Wang
Feng Zheng
360
96
0
21 Mar 2024
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images
Xurui Li
Ziming Huang
Feng Xue
Yu Zhou
270
51
0
30 Jan 2024
Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jiaqi Liu
Kai Wu
Qiang Nie
Ying Chen
Bin-Bin Gao
Yong-Jin Liu
Jinbao Wang
Chengjie Wang
Feng Zheng
CLL
218
40
0
02 Jan 2024
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Vitjan Zavrtanik
Matej Kristan
D. Skočaj
147
37
0
02 Nov 2023
EasyNet: An Easy Network for 3D Industrial Anomaly Detection
ACM Multimedia (ACM MM), 2023
Rui Chen
Guoyang Xie
Jiaqi Liu
Jinbao Wang
Ziqi Luo
Jinfan Wang
Feng Zheng
431
61
0
26 Jul 2023
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation
IEEE Robotics and Automation Letters (RA-L), 2023
Jian Zhang
Runwei Ding
Miaoju Ban
Linhui Dai
206
21
0
11 Jul 2023
Contextual Affinity Distillation for Image Anomaly Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jie Zhang
Masanori Suganuma
Takayuki Okatani
213
31
0
06 Jul 2023
What makes a good data augmentation for few-shot unsupervised image anomaly detection?
Lingrui Zhang
Shuheng Zhang
Guoyang Xie
Jiaqi Liu
Hua Yan
Jinbao Wang
Feng Zheng
Yaochu Jin
375
13
0
06 Apr 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023
Guoyang Xie
Jinbao Wang
Jiaqi Liu
Jiayi Lyu
Wenshu Fan
Chengjie Wang
Feng Zheng
Yaochu Jin
VLM
329
104
0
31 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey
Machine Intelligence Research (MIR), 2023
Jiaqi Liu
Guoyang Xie
Jingbao Wang
Shangwen Li
Chengjie Wang
Feng Zheng
Yaochu Jin
362
301
0
27 Jan 2023
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Xuan Zhang
Shiyu Li
Xi Li
Ping Huang
Jiulong Shan
Ting Chen
287
235
0
21 Nov 2022
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection
Advanced Engineering Informatics (AEI), 2022
Tongkun Liu
Bing Li
Zhu Zhao
Xiaoyu Du
Bin Jiang
Leqi Geng
286
57
0
26 Oct 2022
Active Learning and Novel Model Calibration Measurements for Automated Visual Inspection in Manufacturing
Journal of Intelligent Manufacturing (J Intell Manuf), 2022
Jože M. Rožanec
Luka Bizjak
Elena Trajkova
Patrik Zajec
Jelle Keizer
B. Fortuna
Dunja Mladenić
188
14
0
12 Sep 2022
AFSC: Adaptive Fourier Space Compression for Anomaly Detection
IEEE Transactions on Industrial Informatics (IEEE TII), 2022
Haote Xu
Yunlong Zhang
Liyan Sun
Chenxin Li
Yue Huang
Xinghao Ding
MedIm
194
19
0
17 Apr 2022
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