DSR -- A dual subspace re-projection network for surface anomaly detection

2 August 2022

Papers citing "DSR -- A dual subspace re-projection network for surface anomaly detection"

50 / 54 papers shown

Title
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 38 0 0 17 Apr 2025
The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection Lars Heckler-Kram Jan-Hendrik Neudeck Ulla Scheler Rebecca König Carsten Steger 53 0 0 27 Mar 2025
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection Farzad Beizaee Gregory A. Lodygensky Christian Desrosiers Jose Dolz 36 0 0 25 Mar 2025
Towards Training-free Anomaly Detection with Vision and Language Foundation Models Jinjin Zhang Guodong Wang Yizhou Jin Di Huang 42 1 0 24 Mar 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 148 0 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 69 0 0 03 Mar 2025
A Survey on Industrial Anomalies Synthesis Xichen Xu Yanshu Wang Yawen Huang Jiaqi Liu Xiaoning Lei Guoyang Xie Guannan Jiang Zhichao Lu 52 1 0 23 Feb 2025
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Chengjie Wang Xi Jiang Bin-Bin Gao Zhenye Gan Y. Liu Feng Zheng Lizhuang Ma UQCV 46 1 0 30 Dec 2024
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection Qiyu Chen Huiyuan Luo Han Gao Chengkan Lv Zhengtao Zhang 46 4 0 23 Dec 2024
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective Kaifang Long Guoyang Xie Lianbo Ma Jiaqi Liu Zhichao Lu 33 2 0 23 Dec 2024
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection Fenfang Tao G. Xie Fang Zhao Xiangbo Shu 36 2 0 23 Dec 2024
Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection Long Qian Bingke Zhu Yingying Chen Ming Tang J. T. Wang 78 2 0 30 Nov 2024
FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data Jiin Im Yongho Son Je Hyeong Hong AAML 73 1 0 25 Nov 2024
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination Anindya Sundar Das Guansong Pang M. Bhuyan 30 0 0 14 Nov 2024
ALLO: A Photorealistic Dataset and Data Generation Pipeline for Anomaly Detection During Robotic Proximity Operations in Lunar Orbit Selina Leveugle Chang Won Lee Svetlana Stolpner Chris Langley Paul Grouchy Steven Waslander Jonathan Kelly 25 1 0 30 Sep 2024
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 35 1 0 21 Aug 2024
Attention-Guided Perturbation for Unsupervised Image Anomaly Detection Tingfeng Huang Yuxuan Cheng Jingbo Xia Rui Yu Yuxuan Cai Jinhai Xiang Xinwei He AAML 61 0 0 14 Aug 2024
Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning Hongze Zhu Guoyang Xie Chengbin Hou Tao Dai Can Gao Jinbao Wang Linlin Shen 3DPC 39 7 0 08 Aug 2024
SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection Blaž Rolih Matic Fučka Danijel Skočaj 37 1 0 06 Aug 2024
Few-shot Defect Image Generation based on Consistency Modeling Qingfeng Shi Jing Wei Fei Shen Zheng Zhang 32 2 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 32 0 0 25 Jul 2024
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection Yunkang Cao Jiangning Zhang Luca Frittoli Yuqi Cheng Weiming Shen Giacomo Boracchi VLM 48 28 0 22 Jul 2024
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization Qiyu Chen Huiyuan Luo Chengkan Lv Zhengtao Zhang 37 15 0 12 Jul 2024
Feature Attenuation of Defective Representation Can Resolve Incomplete Masking on Anomaly Detection Yeonghyeon Park Sungho Kang Myung Jin Kim Hyeong Seok Kim Juneho Yi AAML 34 0 0 05 Jul 2024
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection Yuqi Cheng Yunkang Cao Rui Chen Weiming Shen 38 3 0 11 Jun 2024
LogicAL: Towards logical anomaly synthesis for unsupervised anomaly localization Ying Zhao 48 6 0 11 May 2024
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection Canhui Tang Sanpin Zhou Yizhe Li Yonghao Dong Le Wang 30 0 0 03 May 2024
SoftPatch: Unsupervised Anomaly Detection with Noisy Data Xi Jiang Ying Chen Qiang Nie Y. Liu Jianlin Liu Jinbao Wang WU Kai Chengjie Wang Feng Zheng 124 60 0 21 Mar 2024
Anomaly Detection by Adapting a pre-trained Vision Language Model Yuxuan Cai Xinwei He Dingkang Liang Ao Tong Xiang Bai VLM 24 1 0 14 Mar 2024
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection Ximiao Zhang Min Xu Xiuzhuang Zhou 48 47 0 09 Mar 2024
Dual-path Frequency Discriminators for Few-shot Anomaly Detection Yuhu Bai Jiangning Zhang Yuhang Dong Guanzhong Tian Liang Liu Yunkang Cao Yabiao Wang Chengjie Wang 34 2 0 07 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 20 20 0 30 Jan 2024
Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt Jiaqi Liu Kai Wu Qiang Nie Ying Chen Bin-Bin Gao Yong-Jin Liu Jinbao Wang Chengjie Wang Feng Zheng CLL 23 17 0 02 Jan 2024
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection Songmin Dai Yifan Wu Xiaoqiang Li Xiangyang Xue 25 12 0 26 Dec 2023
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection Jiangning Zhang Xuhai Chen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li Ming-Hsuan Yang Dacheng Tao 25 24 0 12 Dec 2023
Few-Shot Anomaly Detection with Adversarial Loss for Robust Feature Representations Jae Young Lee Won-Sang Lee Jae-Young Choi Yongkwi Lee Young Seog Yoon AAML 18 3 0 04 Dec 2023
TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection Matic Fucka Vitjan Zavrtanik D. Skočaj MedIm DiffM 27 9 0 16 Nov 2023
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation Vitjan Zavrtanik Matej Kristan D. Skočaj 61 13 0 02 Nov 2023
Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy Yeonghyeon Park Sungho Kang Myung Jin Kim Yeonho Lee Hyeong Seok Kim Juneho Yi AAML 18 2 0 06 Oct 2023
Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization Katsuya Hotta Chao Zhang Yoshihiro Hagihara T. Akashi 24 2 0 25 Sep 2023
Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection Xincheng Yao Ruoqing Li Zefeng Qian Yan Luo Chongyang Zhang 11 22 0 06 Aug 2023
EasyNet: An Easy Network for 3D Industrial Anomaly Detection Rui Chen Guoyang Xie Jiaqi Liu Jinbao Wang Ziqi Luo Jinfan Wang Feng Zheng 41 35 0 26 Jul 2023
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation Jian Zhang Runwei Ding Miaoju Ban Linhui Dai 10 12 0 11 Jul 2023
Contextual Affinity Distillation for Image Anomaly Detection Jie M. Zhang Masanori Suganuma Takayuki Okatani 34 14 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 25 9 0 06 Apr 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 43 129 0 25 Mar 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing Guoyang Xie Jinbao Wang Jiaqi Liu Jiayi Lyu Y. Liu Chengjie Wang Feng Zheng Yaochu Jin VLM 25 65 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 22 172 0 27 Jan 2023
PNI : Industrial Anomaly Detection using Position and Neighborhood Information Jaehyeok Bae Jaehyeon Lee Seyun Kim 20 59 0 22 Nov 2022
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection Xuan Zhang Shiyu Li Xi Li Ping-Chia Huang Jiulong Shan Ting Chen 16 126 0 21 Nov 2022