Component-aware anomaly detection framework for adjustable and logical
industrial visual inspection

Component-aware anomaly detection framework for adjustable and logical industrial visual inspection

15 May 2023

Papers citing "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"

14 / 14 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
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 71 0 0 26 Mar 2025
LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete Latent Space Shunsuke Sakai Tatushito Hasegawa Makoto Koshino 20 1 0 14 Oct 2024
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail Bianca Lamm Janis Keuper 33 2 0 28 Aug 2024
PUAD: Frustratingly Simple Method for Robust Anomaly Detection S. Sugawara Ryuji Imamura 20 3 0 23 Feb 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 81 41 0 29 Jan 2024
ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation Shengze Li Jianjian Cao Peng Ye Yuhan Ding Chongjun Tu Tao Chen VLM 14 29 0 23 Jan 2024
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Soopil Kim Sion An Philip Chikontwe Myeongkyun Kang Ehsan Adeli K. Pohl Sanghyun Park 11 17 0 21 Dec 2023
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model Chao Tao Aoran Hu Rong Xiao Haifeng Li Yuze Wang AI4CE VLM 17 1 0 16 Oct 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Yabiao Wang Chengjie Wang 3DPC 75 84 0 01 Mar 2023
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection Tongkun Liu Bing Li Zhu Zhao Xiaoyu Du Bin Jiang Leqi Geng 21 33 0 26 Oct 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 101 440 0 26 Jan 2022
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
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021