A Survey on Unsupervised Anomaly Detection Algorithms for Industrial
Images

A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images

24 April 2022

Papers citing "A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images"

15 / 15 papers shown

Title
Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly Detection Aimira Baitieva Yacine Bouaouni Alexandre Briot Dick Ameln Souhaiel Khalfaoui S. Akçay 39 0 0 30 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 86 0 0 06 Mar 2025
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 15 1 0 01 Oct 2024
Unsupervised Anomaly Detection Using Diffusion Trend Analysis Eunwoo Kim Un Yang Cheol Lae Roh Stefano Ermon DiffM 21 0 0 12 Jul 2024
Domain-independent detection of known anomalies Jonas Buhler Jonas Fehrenbach Lucas Steinmann Christian Nauck Marios Koulakis 21 0 0 03 Jul 2024
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study Santonu Sarkar Shanay Mehta Nicole Fernandes Jyotirmoy Sarkar Snehanshu Saha 31 2 0 11 Feb 2024
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection Yufei Liang Jiangning Zhang Shiwei Zhao Ru-Chwen Wu Yong-Jin Liu Shuwen Pan 118 115 0 01 Mar 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 101 440 0 26 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt UQCV 73 203 0 06 Oct 2021
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Hannah M. Schlüter Jeremy Tan Benjamin Hou Bernhard Kainz 118 125 0 30 Sep 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 100 163 0 28 Apr 2021
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 76 280 0 20 Apr 2021
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 29 68 0 28 Dec 2020
DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation Jie Yang Yong Shi Zhiquan Qi UQCV 101 114 0 13 Dec 2020