Graph Convolutional Networks for Image Classification: Comparing Approaches for Building Graphs from Images.
Júlia Pelayo RodriguesJoel Luís CarboneraPublished in: ICEIS (1) (2024)
Keyphrases
- image classification
- image features
- visual features
- graph structure
- input image
- sparse coding
- graph structures
- bag of words
- image representation
- directed graph
- structural patterns
- graph matching
- edge weights
- average degree
- fully connected
- class specific
- feature extraction
- graph theory
- dynamic networks
- image retrieval
- graph representation
- graph mining
- graph kernels
- labeled graphs
- highly connected
- relational graph
- computer vision
- graph model
- social networks
- weighted graph
- social network analysis
- similarity measure
- image registration
- graph classification
- graph representations
- protein interaction networks
- multi label
- graph construction
- undirected graph
- graph databases
- natural images
- graphical models
- visual words
- small world
- graph properties
- social graphs
- feature vectors
- graph partitioning