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Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

16 February 2023
Ruyu Wang
Sabrina Hoppe
Eduardo Monari
Marco F. Huber
ArXiv (abs)PDFHTML

Papers citing "Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation"

9 / 9 papers shown
"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection
"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection
Siqi Wang
Yuanze Hu
Xinwang Liu
Siwei Wang
G. Wang
Chuanfu Xu
Jie Liu
Ping Chen
DiffM
414
2
0
25 Jan 2025
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation
  using Bi-level Optimization
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level OptimizationIEEE Transactions on Automation Science and Engineering (T-ASE), 2024
Shancong Mou
Raviteja Vemulapalli
Shiyu Li
Yuxuan Liu
C Thomas
...
Haoping Bai
Oncel Tuzel
Ping Huang
Jiulong Shan
Jianjun Shi
335
0
0
24 Oct 2024
SYNOSIS: Image synthesis pipeline for machine vision in metal surface
  inspection
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspectionItalian National Conference on Sensors (INS), 2024
Juraj Fulir
Natascha Jeziorski
Lovro Bosnar
Hans Hagen
C. Redenbach
Petra Gospodnetić
Tobias Herrfurth
Marcus Trost
Thomas Gischkat
218
4
0
18 Oct 2024
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected
  Anomaly Posterior
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior
Lorenzo Perini
Maja R. Rudolph
Sabrina Schmedding
Chen Qiu
385
4
0
22 May 2024
Learning Feature Inversion for Multi-class Anomaly Detection under
  General-purpose COCO-AD Benchmark
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
281
21
0
16 Apr 2024
Generative Model-Driven Synthetic Training Image Generation: An Approach
  to Cognition in Rail Defect Detection
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect Detection
Rahatara Ferdousi
Chunsheng Yang
M. Anwar Hossain
Fedwa Laamarti
M. S. Hossain
Abdulmotaleb El Saddik
129
1
0
31 Dec 2023
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly
  Detection
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection
Jiangning Zhang
Xuhai Chen
Yabiao Wang
Chengjie Wang
Yong Liu
Xiangtai Li
Ming-Hsuan Yang
Dacheng Tao
335
55
0
12 Dec 2023
Improving the Effectiveness of Deep Generative Data
Improving the Effectiveness of Deep Generative DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ruyu Wang
Sabrina Schmedding
Marco F. Huber
DiffM
358
4
0
07 Nov 2023
Deep Industrial Image Anomaly Detection: A Survey
Deep Industrial Image Anomaly Detection: A SurveyMachine Intelligence Research (MIR), 2023
Jiaqi Liu
Guoyang Xie
Jingbao Wang
Shangwen Li
Chengjie Wang
Feng Zheng
Yaochu Jin
492
363
0
27 Jan 2023
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