Mixed supervision for surface-defect detection: from weakly to fully supervised learning

13 April 2021

Papers citing "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

19 / 19 papers shown

Title
ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects Paul J. Krassnig Dieter P. Gruber 137 0 0 06 Mar 2025
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 33 1 0 21 Aug 2024
Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection Federico Girella Ziyue Liu Franco Fummi Francesco Setti Marco Cristani Luigi Capogrosso 34 3 0 04 Jul 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 38 2 0 29 Feb 2024
Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise Hangcheng Dong Yuhao Jiang Yingyan Huang Jing-Xiao Liao Bingguo Liu Dong Ye Guodong Liu 10 1 0 04 Aug 2023
TextFormer: A Query-based End-to-End Text Spotter with Mixed Supervision Yukun Zhai Xiaoqiang Zhang Xiameng Qin Sanyuan Zhao Xingping Dong Jianbing Shen 33 4 0 06 Jun 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 31 70 0 18 May 2023
Component-aware anomaly detection framework for adjustable and logical industrial visual inspection Tongkun Liu Bing Li Xiao Du Bingke Jiang Xiao Jin Liuyi Jin Zhu Zhao 24 27 0 15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 32 90 0 14 May 2023
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow Jiarui Lei Xiao-Xiang Hu Yue Wang Dong Liu 32 59 0 05 Mar 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng R. Li Octavia Camps Yun Fu 18 5 0 13 Feb 2023
An interpretable machine learning system for colorectal cancer diagnosis from pathology slides Pedro C. Neto D. Montezuma Sara P. Oliveira Domingos Oliveira João Fraga ... Sofia Gonccalves Stefan Reinhard I. Zlobec I. M. Pinto J. S. Cardoso 28 14 0 06 Jan 2023
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques Jože M. Rožanec Patrik Zajec Spyros Theodoropoulos Erik Koehorst B. Fortuna Dunja Mladenić 18 4 0 19 Dec 2022
Prototypical Residual Networks for Anomaly Detection and Localization H. Zhang Zuxuan Wu Z. Wang Zhineng Chen Yuwei Jiang UQCV AI4TS 35 62 0 05 Dec 2022
Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection Peng-Fei Xing Yanpeng Sun Zechao Li 22 12 0 26 Sep 2022
DSR -- A dual subspace re-projection network for surface anomaly detection Vitjan Zavrtanik Matej Kristan D. Skočaj 6 103 0 02 Aug 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection Perry Gibson José Cano AI4CE 30 1 0 19 Jun 2022
SCNet: A Generalized Attention-based Model for Crack Fault Segmentation Hrishikesh Sharma Pandaba Pradhan P. Balamuralidhar 33 6 0 02 Dec 2021
Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation Jin-Hwa Kim Do-Hyeong Kim Saehoon Yi Taehoon Lee 16 53 0 31 May 2021