Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

16 February 2023

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

11 / 11 papers shown

Title
"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 44 1 0 25 Jan 2025
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi 37 0 0 24 Oct 2024
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection Juraj Fulir Natascha Jeziorski Lovro Bosnar Hans Hagen C. Redenbach Petra Gospodnetić Tobias Herrfurth Marcus Trost Thomas Gischkat 37 0 0 18 Oct 2024
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior Lorenzo Perini Maja R. Rudolph Sabrina Schmedding Chen Qiu 63 1 0 22 May 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 49 4 0 16 Apr 2024
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 19 0 0 31 Dec 2023
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 28 24 0 12 Dec 2023
Improving the Effectiveness of Deep Generative Data Ruyu Wang Sabrina Schmedding Marco F. Huber DiffM 35 3 0 07 Nov 2023
Deep Industrial Image Anomaly Detection: A Survey Jiaqi Liu Guoyang Xie Jingbao Wang Shangwen Li Chengjie Wang Feng Zheng Yaochu Jin 30 173 0 27 Jan 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 303 10,368 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,455 0 21 Nov 2016