Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation

29 June 2020

Papers citing "Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation"

50 / 172 papers shown

Title
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
Generalized Face Liveness Detection via De-spoofing Face Generator Xingming Long Shiguang Shan Jie M. Zhang CVBM 38 0 0 17 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
DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection Haoyang He Jiangning Zhang Hongxu Chen Xuhai Chen Zhishan Li Xu Chen Yabiao Wang Chengjie Wang Lei Xie DiffM 20 28 0 11 Dec 2023
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 19 10 0 07 Dec 2023
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything Israt Zarin Era Imtiaz Ahmed Zhichao Liu Srinjoy Das 19 2 0 07 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 9 5 0 01 Dec 2023
CL-Flow:Strengthening the Normalizing Flows by Contrastive Learning for Better Anomaly Detection Shunfeng Wang Yueyang Li Haichi Luo Chenyang Bi 35 1 0 12 Nov 2023
SCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects Peng Wang Haiming Yao Wenyong Yu 8 3 0 11 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 25 39 0 22 Oct 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 40 12 0 19 Oct 2023
PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection Qiang Zhou Weize Li Lihan Jiang Guoliang Wang Guyue Zhou Shanghang Zhang Hao Zhao 24 29 0 11 Oct 2023
AnoDODE: Anomaly Detection with Diffusion ODE Xianyao Hu Congming Jin MedIm DiffM 19 1 0 10 Oct 2023
PatchProto Networks for Few-shot Visual Anomaly Classification Jian Wang Yue Zhuo 28 0 0 07 Oct 2023
A Prototype-Based Neural Network for Image Anomaly Detection and Localization Chao Huang Zhao Kang Hong Wu 21 3 0 04 Oct 2023
Prior Knowledge Guided Network for Video Anomaly Detection Zhewen Deng Dongyue Chen Shizhuo Deng 11 0 0 04 Sep 2023
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization Hanqiu Deng Zhaoxiang Zhang Jinan Bao Xingyu Li VLM 27 4 0 30 Aug 2023
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models Zhaopeng Gu Bingke Zhu Guibo Zhu Yingying Chen Ming Tang Jinqiao Wang VLM MLLM 23 100 0 29 Aug 2023
ADFA: Attention-augmented Differentiable top-k Feature Adaptation for Unsupervised Medical Anomaly Detection Yiming Huang Guo-Shuai Liu Yaoru Luo Ge Yang OOD MedIm 16 2 0 29 Aug 2023
Exploring the Optimization Objective of One-Class Classification for Anomaly Detection Han Gao Huiyuan Luo Fei Shen Zheng-Wei Zhang 11 0 0 23 Aug 2023
Random Word Data Augmentation with CLIP for Zero-Shot Anomaly Detection Masato Tamura VLM 10 9 0 22 Aug 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Bo-wen Li Hao Chen Yongbin Zheng Chunhua Shen 37 17 0 13 Aug 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
Patch-wise Auto-Encoder for Visual Anomaly Detection Yajie Cui Zhaoxiang Liu Shiguo Lian UQCV ViT 14 0 0 01 Aug 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection Yujin Lee Harin Lim Seoyoon Jang H. Yoon 24 4 0 24 Jul 2023
Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognition Isack Lee Eung-Joo Lee S. Yoo 13 22 0 21 Jul 2023
Optimizing PatchCore for Few/many-shot Anomaly Detection Joao Santos Triet Tran Oliver Rippel 23 10 0 20 Jul 2023
LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection Haonan Yin Guanlong Jiao Qianhui Wu Börje F. Karlsson Biqing Huang Chin-Yew Lin DiffM 30 9 0 16 Jul 2023
BMAD: Benchmarks for Medical Anomaly Detection Jinan Bao Hanshi Sun Hanqiu Deng Yinsheng He Zhaoxiang Zhang Xingyu Li MedIm 26 21 0 20 Jun 2023
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers Hanxi Li Jing Wu Lin Yuanbo Wu Hao Chen Deyin Liu Mingwen Wang Peng Wang ViT 36 4 0 06 Jun 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction Jia Guo Shuai Lu Lize Jia Weihang Zhang Huiqi Li 16 23 0 05 Jun 2023
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byungjin Kang UQCV 25 39 0 26 May 2023
Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision Han Gao Huiyuan Luo Fei Shen Zhengtao Zhang 21 6 0 25 May 2023
Multiresolution Feature Guidance Based Transformer for Anomaly Detection Shuting Yan Pingping Chen Honghui Chen Huan-hao Mao F. Chen Zhi-Long Lin ViT 23 4 0 24 May 2023
Segment Any Anomaly without Training via Hybrid Prompt Regularization Yunkang Cao Xiaohao Xu Chen Sun Y. Cheng Zongwei Du Liang Gao Weiming Shen VLM 35 70 0 18 May 2023
RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty Detection Ge Zhang Wangzhe Du DRL 11 0 0 07 May 2023
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion N. Konz Haoyu Dong Maciej Mazurowski 8 2 0 04 May 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification Minghui Yang Jing Liu Zhiwei Yang Zhaoyang Wu 25 8 0 30 Apr 2023
High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis Andrei-Timotei Ardelean Tim Weyrich 33 4 0 13 Apr 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
ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization WenPing Jin Fei-Yu Guo Li Zhu ViT MedIm 32 1 0 30 Mar 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation Jongheon Jeong Yang Zou Taewan Kim Dongqing Zhang Avinash Ravichandran O. Dabeer VLM 72 186 0 26 Mar 2023
Anomaly Detection under Distribution Shift T. Cao Jiawen Zhu Guansong Pang 42 26 0 24 Mar 2023
Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection Haiming Yao Wenyong Yu Wei Luo Zhenfeng Qiang Donghao Luo Xiaotian Zhang 29 21 0 10 Mar 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 26 56 0 09 Mar 2023
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow Jiarui Lei Xiao-Xiang Hu Yue Wang Dong Liu 35 59 0 05 Mar 2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art I. Lagogiannis Felix Meissen Georgios Kaissis Daniel Rueckert OOD 83 18 0 01 Mar 2023
Two-stream Decoder Feature Normality Estimating Network for Industrial Anomaly Detection Chaewon Park Minhyeok Lee Suhwan Cho Donghyeon Kim Sangyoun Lee 19 4 0 20 Feb 2023
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization Yunkang Cao Xiaohao Xu Zhaoge Liu Weiming Shen 24 70 0 17 Feb 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