v1v2v3 (latest)

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

20 March 2019

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

48 / 48 papers shown

Title
Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments Jiawen Yu Jieji Ren Yang Chang Qiaojun Yu Xuan Tong Boyang Wang Yan Song You Li Xinji Mai Wenqiang Zhang 14 0 0 19 Jun 2025
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Weiqi Yan Lvhai Chen Huaijia Kou Shengchuan Zhang Yan Zhang Liujuan Cao 18 0 0 08 Jun 2025
Domain Adaptation of Attention Heads for Zero-shot Anomaly Detection Kiyoon Jeong Jaehyuk Heo Junyeong Son Pilsung Kang VLM 55 0 0 28 May 2025
ViP $^2$ -CLIP: Visual-Perception Prompting with Unified Alignment for Zero-Shot Anomaly Detection Ziteng Yang Jingzehua Xu Yanshu Li Zepeng Li Yeqiang Wang Xinghui Li VLM 45 0 0 23 May 2025
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 90 0 0 30 Mar 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 188 2 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 131 0 0 03 Feb 2025
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration Chengyuan Li Suyang Zhou Jieping Kong Lei Qi Hui Xue VLM 112 3 0 08 Jan 2025
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage Yang Hu Jinxia Zhang Kaihua Zhang Yin Yuan Jiale Huang Z. Zhan Xinyu Wang 83 1 0 31 Dec 2024
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 188 6 0 18 Nov 2024
MeLIAD: Interpretable Few-Shot Anomaly Detection with Metric Learning and Entropy-based Scoring Eirini Cholopoulou D. Iakovidis AAML 68 0 0 20 Sep 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 131 13 0 31 Jul 2024
Sim-to-Real Domain Adaptation for Deformation Classification Joel Sol Jamil Fayyad Shadi Alijani Homayoun Najjaran 101 0 0 13 Jul 2024
WeShap: Weak Supervision Source Evaluation with Shapley Values Naiqing Guan Nick Koudas 92 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 109 6 0 12 Jun 2024
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark Jiang-She Zhang Chengjie Wang Xiangtai Li Guanzhong Tian Zhucun Xue Yong Liu Guansong Pang Dacheng Tao 104 6 0 16 Apr 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 116 57 0 19 Mar 2024
Learning to Remove Wrinkled Transparent Film with Polarized Prior Jiaqi Tang Ruizheng Wu Xiaogang Xu Sixing Hu Ying-Cong Chen 58 0 0 07 Mar 2024
CINFormer: Transformer network with multi-stage CNN feature injection for surface defect segmentation Xiaoheng Jiang Kaiyi Guo Yang Lu Feng Yan Hao Liu Jiale Cao Mingliang Xu Dacheng Tao MedIm ViT UQCV 57 1 0 22 Sep 2023
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation Jian Zhang Runwei Ding Miaoju Ban Linhui Dai 93 16 0 11 Jul 2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON Haoping Bai Shancong Mou Tatiana Likhomanenko R. G. Cinbis Oncel Tuzel Ping Huang Jiulong Shan Jianjun Shi Mengsi Cao VLM 73 26 0 13 Jun 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 162 18 0 13 Jun 2023
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques Atah Nuh Mih Hung Cao J.L. Pickard Monica Wachowicz R. Dubay 64 2 0 26 Feb 2023
A Lightweight Reconstruction Network for Surface Defect Inspection Chao Hu Jian Yao Weijie Wu Weibin Qiu Liqiang Zhu 32 2 0 25 Dec 2022
MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection Tianpeng Bao Jiadong Chen Wei Li Xiang Wang Jingjing Fei Liwei Wu Rui Zhao Ye Zheng 148 22 0 25 Nov 2022
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 74 0 0 10 Nov 2022
ADPS: Asymmetric Distillation Post-Segmentation for Image Anomaly Detection Peng-Fei Xing Hao Tang Jinhui Tang Zechao Li 105 5 0 19 Oct 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 41 5 0 09 Aug 2022
Clear Memory-Augmented Auto-Encoder for Surface Defect Detection Wei Luo Tongzhi Niu Lixin Tang Wenyong Yu Bin Li 68 5 0 08 Aug 2022
A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing Haiming Yao Wen-yong Yu Xue Wang 59 41 0 22 Jun 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection Perry Gibson José Cano AI4CE 65 1 0 19 Jun 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 96 117 0 28 Mar 2022
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection Yufei Liang Jiangning Zhang Shiwei Zhao Ru-Chwen Wu Yong-Jin Liu Shuwen Pan 207 125 0 01 Mar 2022
Anomalib: A Deep Learning Library for Anomaly Detection S. Akçay Dick Ameln Ashwin Vaidya B. Lakshmanan Nilesh A. Ahuja Ergin Utku Genc 130 114 0 16 Feb 2022
A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it Viswanath Ganapathy Sauptik Dhar Olimpiya Saha Pelin Kurt Garberson Javad Heydari Mohak Shah 68 1 0 11 Oct 2021
Deep Learning Strategies for Industrial Surface Defect Detection Systems Dominik Martin Simon Heinzel Johannes Kunze von Bischhoffshausen Niklas Kühl 21 11 0 23 Sep 2021
A One-Shot Texture-Perceiving Generative Adversarial Network for Unsupervised Surface Inspection Li Gu Lin Zhang Zhaokui Wang GAN 23 2 0 12 Jun 2021
Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation Jin-Hwa Kim Do-Hyeong Kim Saehoon Yi Taehoon Lee 89 55 0 31 May 2021
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation Dejan Štepec D. Skočaj MedIm 64 12 0 28 Apr 2021
Mixed supervision for surface-defect detection: from weakly to fully supervised learning Jakob Bozic Domen Tabernik D. Skočaj 106 258 0 13 Apr 2021
Product Inspection Methodology via Deep Learning: An Overview Tae-Hyun Kim Hye-Rin Kim Yeong-Jun Cho 52 15 0 30 Mar 2021
Concealed Object Detection Deng-Ping Fan Ge-Peng Ji Ming-Ming Cheng Ling Shao 83 436 0 20 Feb 2021
TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection Praveen Damacharla A. M V J. Ringenberg A. Javaid 38 60 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 78 57 0 29 Dec 2020
End-to-end training of a two-stage neural network for defect detection Jakob Bozic Domen Tabernik D. Skočaj 60 59 0 15 Jul 2020
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images Geon Heo Yuji Roh Seonghyeon Hwang Dayun Lee Steven Euijong Whang UQCV 73 8 0 07 Apr 2020
Extremal Region Analysis based Deep Learning Framework for Detecting Defects Zelin Deng Xiaolong Yan Shengjun Zhang Colleen P. Bailey 30 2 0 19 Mar 2020
Fully Convolutional Networks for Chip-wise Defect Detection Employing Photoluminescence Images M. L. Stern M. Schellenberger 51 26 0 06 Oct 2019