Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective.
Xuanmeng ZhangMinyue JiangZhedong ZhengXiao TanErrui DingYi YangPublished in: CoRR (2020)
Keyphrases
- language model
- neural network
- image retrieval
- graph model
- ranking algorithm
- link analysis
- pattern recognition
- learning to rank
- web image retrieval
- web search
- image database
- test collection
- structured data
- back propagation
- artificial neural networks
- pagerank algorithm
- text retrieval
- graph theory
- graph theoretic
- graph representation
- retrieval method
- image content
- multiple perspectives
- connected components
- mutual reinforcement
- retrieved images
- web graph
- neural network model
- random walk
- relevance feedback
- graph databases
- bp neural network
- recurrent neural networks
- multimedia retrieval
- ranking functions
- pairwise