Memorizing Structure-Texture Correspondence for Image Anomaly Detection

Zhou, Kang1,2,3; Li, Jing1,2,3; Xiao, Yuting1; Yang, Jianlong4; Cheng, Jun5; Liu, Wen1; Luo, Weixin1; Liu, Jiang6,7; Gao, Shenghua1,8,9

2022-06

10.1109/TNNLS.2021.3101403

IEEE Transactions on Neural Networks and Learning Systems   影响因子和分区

2162-2388

Image anomaly detection industrial inspection image analysis low-level structure medical image analysis semantic structure structure-texture correspondence memory (STCM)

SCI ; EI

其他

WOS:000732423900001

20222412223735

Anomaly detection ; Blood vessels ; Computer vision ; Errors ; Image reconstruction ; Image texture ; Medical imaging ; Optical tomography ; Semantics

Biomedical Engineering:461.1 ; Biological Materials and Tissue Engineering:461.2 ; Data Processing and Image Processing:723.2 ; Computer Applications:723.5 ; Vision:741.2 ; Optical Devices and Systems:741.3 ; Imaging Techniques:746

IEEE

1.ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai 201210, Peoples R China
2.Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai 200050, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
4.Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai 200030, Peoples R China
5.Agcy Sci Technol & Res, Inst Infocomm Res, Singapore 138632, Singapore
6.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen 518055, Guangdong, Peoples R China
7.Chinese Acad Sci, Cixi Inst Biomed Engn, Ningbo 315201, Peoples R China
8.Shanghai Engn Res Ctr Intelligent Vis & Imaging, Shanghai 201210, Peoples R China
9.Shanghai Engn Res Ctr Energy Efficient & Custom I, Shanghai 201210, Peoples R China

Zhou, Kang,Li, Jing,Xiao, Yuting,et al. Memorizing Structure-Texture Correspondence for Image Anomaly Detection[J]. IEEE Transactions on Neural Networks and Learning Systems,2022,33(6):2335-2349.

Zhou, Kang.,Li, Jing.,Xiao, Yuting.,Yang, Jianlong.,Cheng, Jun.,...&Gao, Shenghua.(2022).Memorizing Structure-Texture Correspondence for Image Anomaly Detection.IEEE Transactions on Neural Networks and Learning Systems,33(6),2335-2349.

Zhou, Kang,et al."Memorizing Structure-Texture Correspondence for Image Anomaly Detection".IEEE Transactions on Neural Networks and Learning Systems 33.6(2022):2335-2349.