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
Unsupervised Anomaly Detection for Autonomous Robots via Mahalanobis SVDD with Audio-IMU Fusion Yizhuo Yang Jiulin Zhao Xinhang Xu Kun Cao Shenghai Yuan Lihua Xie 29 0 0 09 May 2025
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 71 0 0 28 Apr 2025
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM Sunghyun Ahn Youngwan Jo Kijung Lee Sein Kwon Inpyo Hong Sanghyun Park 55 0 0 06 Mar 2025
One-for-More: Continual Diffusion Model for Anomaly Detection Xiaofan Li Xin Tan Zhuo Chen Zhizhong Zhang Ruixin Zhang ... Guanna Jiang Yulong Chen Yanyun Qu Lizhuang Ma Yuan Xie DiffM 58 1 0 27 Feb 2025
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Shiryu Ueno Yoshikazu Hayashi Shunsuke Nakatsuka Yusei Yamada Hiroaki Aizawa K. Kato MLLM VLM 99 0 0 13 Feb 2025
A 3D Multimodal Feature for Infrastructure Anomaly Detection Yixiong Jing Wei Lin Brian Sheil Sinan Acikgoz 42 1 0 09 Feb 2025
"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection Siqi Wang Yuanze Hu Xinwang Liu Siwei Wang G. Wang Chuanfu Xu Jie Liu Ping Chen DiffM 39 1 0 25 Jan 2025
Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection Qisen Cheng Shuhui Qu Janghwan Lee 51 4 0 17 Jan 2025
AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization Wei Luo Haiming Yao Wenyong Yu Zhengyong Li 64 12 0 16 Dec 2024
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics Kaichen Xu Qilong Wu Yan Lu Yinan Zheng W. Li Xingjie Tang Jun Wang Xiaobo Sun 79 0 0 14 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
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination Anindya Sundar Das Guansong Pang M. Bhuyan 30 0 0 14 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 48 0 0 31 Oct 2024
PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge Manuel Barusco Francesco Borsatti Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto 25 3 0 15 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 28 1 0 14 Oct 2024
RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations Kaichen Zhou Yang Cao Teawhan Kim H. Zhao Hao Dong Kai Ming Ting Ye Zhu 32 1 0 01 Oct 2024
VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection Liangyu Zhong Joachim Sicking Fabian Hüger Hanno Gottschalk VLM 30 0 0 25 Sep 2024
Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection Hui-Yue Yang Hui Chen Lihao Liu Zijia Lin Kai Chen Liejun Wang Jungong Han Guiguang Ding 36 0 0 10 Sep 2024
Competency-Aware Planning for Probabilistically Safe Navigation Under Perception Uncertainty Sara Pohland Claire Tomlin 35 0 0 09 Sep 2024
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection Xinyue Liu Jianyuan Wang Biao Leng Shuo Zhang 24 6 0 07 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 21 1 0 06 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 Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 38 9 0 31 Jul 2024
Normality Addition via Normality Detection in Industrial Image Anomaly Detection Models Jihun Yi Dahuin Jung Sungroh Yoon 16 0 0 29 Jul 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 23 2 0 22 Jul 2024
SOWA: Adapting Hierarchical Frozen Window Self-Attention to Visual-Language Models for Better Anomaly Detection Zongxiang Hu Zhaosheng Zhang VLM 24 1 0 04 Jul 2024
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization Sushovan Jena Arya Pulkit Kajal Singh Anoushka Banerjee Sharad Joshi Ananth Ganesh Dinesh Singh Arnav Bhavsar 37 1 0 03 Jul 2024
Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning Jiawei Zhan Jinxiang Lai Bin-Bin Gao Jun Liu Xiaochen Chen Chengjie Wang 35 1 0 02 Jul 2024
ATAC-Net: Zoomed view works better for Anomaly Detection Shaurya Gupta Neil Gautam Anurag Malyala 23 0 0 20 Jun 2024
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection Haiming Yao Yunkang Cao Wei Luo Weihang Zhang Wenyong Yu Weiming Shen 31 7 0 17 Jun 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning Chaoqin Huang Haoyan Guan Aofan Jiang Yanfeng Wang Michael W. Spratling Xinchao Wang Ya Zhang 57 0 0 13 Jun 2024
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection Yiheng Zhang Yunkang Cao Xiaohao Xu Weiming Shen 39 14 0 07 Jun 2024
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 Simon Damm M. Laszkiewicz Johannes Lederer Asja Fischer 48 3 0 23 May 2024
MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection Ximiao Zhang Min Xu Dehui Qiu Ruixin Yan Ning Lang Xiuzhuang Zhou VLM MedIm 18 6 0 18 May 2024
A Hierarchically Feature Reconstructed Autoencoder for Unsupervised Anomaly Detection Honghui Chen Pingping Chen Huan-hao Mao Meng Jiang 16 0 0 15 May 2024
Feature Purified Transformer With Cross-level Feature Guiding Decoder For Multi-class OOD and Anomaly Deteciton Chun-Wei Lin Pi-Wei Chen Chao-Chun Chen OODD 29 0 0 30 Apr 2024
Improved AutoEncoder with LSTM module and KL divergence Wei Huang Bingyang Zhang Kaituo Zhang Hua Gao Rongchun Wan 18 1 0 30 Apr 2024
Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Anomaly Detection Junpu Wang Guili Xu Chunlei Li Guangshuai Gao Yuehua Cheng 46 0 0 20 Apr 2024
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection Jiaqi Zhu Shaofeng Cai Fang Deng Junran Wu Junran Wu 50 15 0 15 Apr 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection Xiaofan Li Zhizhong Zhang Xin Tan Chengwei Chen Yanyun Qu Yuan Xie Lizhuang Ma VLM 49 36 0 08 Apr 2024
Test Time Training for Industrial Anomaly Segmentation Alex Costanzino Pierluigi Zama Ramirez Mirko Del Moro Agostino Aiezzo Giuseppe Lisanti Samuele Salti Luigi Di Stefano 35 0 0 04 Apr 2024
Few-shot Online Anomaly Detection and Segmentation Shenxing Wei Xing Wei Zhiheng Ma Songlin Dong Shaochen Zhang Yihong Gong 33 8 0 27 Mar 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
Toward Multi-class Anomaly Detection: Exploring Class-aware Unified Model against Inter-class Interference Xi Jiang Ying Chen Qiang Nie Jianlin Liu Yong-Jin Liu Chengjie Wang Feng Zheng 42 3 0 21 Mar 2024
Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection Liren He Zhengkai Jiang Jinlong Peng Liang Liu Qiangang Du Xiaobin Hu Wenbing Zhu Mingmin Chi Yabiao Wang Chengjie Wang 23 10 0 18 Mar 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts Jiawen Zhu Guansong Pang VLM 55 35 0 11 Mar 2024
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation Mingyu Lee Jongwon Choi 29 8 0 10 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
COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao Xun Xu Manh Cuong Nguyen A. Goodge Chuan-Sheng Foo 28 9 0 29 Feb 2024
Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization Hanqiu Deng Xingyu Li 39 3 0 27 Feb 2024
Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection Liyi Yao Shaobing Gao 13 1 0 01 Feb 2024