Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval

Kan，Shichao1; Cen，Yigang2; Li，Yang3; Vladimir，Mladenovic4; He，Zhihai5

2022

10.1109/TIP.2022.3163571

IEEE Transactions on Image Processing   影响因子和分区

1941-0042

Deep feature embedding graph neural network metric learning image retrieval

SCI ; EI

其他

20221511959245

Deep neural networks ; Forecasting ; Image retrieval ; Network embeddings ; Semantic Web ; Semantics

Ergonomics and Human Factors Engineering:461.4 ; Computer Software, Data Handling and Applications:723 ; Artificial Intelligence:723.4 ; Information Science:903

ENGINEERING

IEEE

1.School of Computer Science and Engineering, Central South University, 410083, Changsha, Hunan, China, and Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China, and the Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China.
2.Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China, and Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China.
3.Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211, USA.
4.Faculty of Technical Sciences University of Kragujevac, Cacak, Serbia.
5.Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, P. R. China.

Kan，Shichao,Cen，Yigang,Li，Yang,et al. Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval[J]. IEEE Transactions on Image Processing,2022,31:2988-3003.

Kan，Shichao,Cen，Yigang,Li，Yang,Vladimir，Mladenovic,&He，Zhihai.(2022).Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval.IEEE Transactions on Image Processing,31,2988-3003.

Kan，Shichao,et al."Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval".IEEE Transactions on Image Processing 31(2022):2988-3003.