Segmentation-Based Deep-Learning Approach for Surface-Defect Detection

20 March 2019

Papers citing "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"

31 / 31 papers shown

Title
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection Bin-Bin Gao Yue Zhou Jiangtao Yan Y. Cai Weixi Zhang Meng Wang Jun Liu Yong Liu Lei Wang Chengjie Wang VLM 46 0 0 15 May 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 86 0 0 03 Feb 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 71 0 0 03 Feb 2025
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Ranjan Sapkota Achyut Paudel Manoj Karkee SyDa 68 7 0 18 Nov 2024
GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection Jiyul Ham Yonggon Jung Jun-Geol Baek VLM 53 1 0 09 Nov 2024
MeLIAD: Interpretable Few-Shot Anomaly Detection with Metric Learning and Entropy-based Scoring Eirini Cholopoulou D. Iakovidis AAML 33 0 0 20 Sep 2024
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection Yunkang Cao Jiangning Zhang Luca Frittoli Yuqi Cheng Weiming Shen Giacomo Boracchi VLM 58 29 0 22 Jul 2024
Sim-to-Real Domain Adaptation for Deformation Classification Joel Sol Jamil Fayyad Shadi Alijani Homayoun Najjaran 30 0 0 13 Jul 2024
WeShap: Weak Supervision Source Evaluation with Shapley Values Naiqing Guan Nick Koudas 63 0 0 16 Jun 2024
A Comprehensive Survey on Machine Learning Driven Material Defect Detection Jun Bai Di Wu T. Shelley Peter Schubel David Twine John Russell Xuesen Zeng J. Zhang 75 6 0 12 Jun 2024
Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task Jie Liu Yao Wu Xiaotong Luo Zongze Wu 41 0 0 09 Jun 2024
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection Chengjie Wang Wenbing Zhu Bin-Bin Gao Zhenye Gan Jianning Zhang Zhihao Gu Shuguang Qian Mingang Chen Lizhuang Ma 55 46 0 19 Mar 2024
Learning to Remove Wrinkled Transparent Film with Polarized Prior Jiaqi Tang Ruizheng Wu Xiaogang Xu Sixing Hu Ying-Cong Chen 36 0 0 07 Mar 2024
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 34 4 0 11 Dec 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search Zhenrong Wang Bin Li Weifeng Li Shuanlong Niu Wang Miao Tongzhi Niu 47 8 0 18 Nov 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 53 17 0 13 Jun 2023
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction Zilong Zhang Zhibin Zhao Xingwu Zhang Chuang Sun Xuefeng Chen 34 50 0 05 Apr 2023
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow Jiarui Lei Xiao-Xiang Hu Yue Wang Dong Liu 45 59 0 05 Mar 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 39 5 0 13 Feb 2023
Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images Jianye Yi Xiaopin Zhong Weixiang Liu Zongze Wu Yuanlong Deng Zhengguang Wu 39 0 0 10 Nov 2022
Quantum artificial vision for defect detection in manufacturing Daniel Guijo Victor Onofre G. Bimbo Samuel Mugel Daniel Estepa Xabier De Carlos Ana Adell A. Lojo J. Bilbao Roman Orus 11 5 0 09 Aug 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection Perry Gibson José Cano AI4CE 38 1 0 19 Jun 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 26 112 0 28 Mar 2022
Anomalib: A Deep Learning Library for Anomaly Detection S. Akçay Dick Ameln Ashwin Vaidya B. Lakshmanan Nilesh A. Ahuja Ergin Utku Genc 38 109 0 16 Feb 2022
Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation Jin-Hwa Kim Do-Hyeong Kim Saehoon Yi Taehoon Lee 29 53 0 31 May 2021
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation Dejan Štepec D. Skočaj MedIm 35 12 0 28 Apr 2021
Mixed supervision for surface-defect detection: from weakly to fully supervised learning Jakob Bozic Domen Tabernik D. Skočaj 14 247 0 13 Apr 2021
TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection Praveen Damacharla A. M V J. Ringenberg A. Javaid 13 59 0 18 Jan 2021
TrustMAE: A Noise-Resilient Defect Classification Framework using Memory-Augmented Auto-Encoders with Trust Regions Daniel Stanley Tan Yi-Chun Chen Trista Pei-chun Chen Wei-Chao Chen UQCV 18 55 0 29 Dec 2020
Extremal Region Analysis based Deep Learning Framework for Detecting Defects Zelin Deng Xiaolong Yan Shengjun Zhang Colleen P. Bailey 19 2 0 19 Mar 2020
Fully Convolutional Networks for Chip-wise Defect Detection Employing Photoluminescence Images M. L. Stern M. Schellenberger 28 25 0 06 Oct 2019