On Pixel-level Performance Assessment in Anomaly Detection

25 October 2023

Papers citing "On Pixel-level Performance Assessment in Anomaly Detection"

8 / 8 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 44 0 0 30 Mar 2025
Towards Accurate Unified Anomaly Segmentation Wenxin Ma Qingsong Yao Xiang Zhang Zhelong Huang Zihang Jiang S. Kevin Zhou 78 1 0 21 Jan 2025
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 Simon Damm M. Laszkiewicz Johannes Lederer Asja Fischer 54 3 0 23 May 2024
ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation Shengze Li Jianjian Cao Peng Ye Yuhan Ding Chongjun Tu Tao Chen VLM 27 30 0 23 Jan 2024
AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance João P C Bertoldo Dick Ameln Ashwin Vaidya Samet Akccay 35 2 0 03 Jan 2024
Recognition of Defective Mineral Wool Using Pruned ResNet Models M. Rafiei D. Tran Alexandros Iosifidis 21 4 0 01 Nov 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 117 448 0 26 Jan 2022
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 80 287 0 20 Apr 2021