Vision HGNN: An Image is More than a Graph of Nodes.
Yan HanPeihao WangSouvik KunduYing DingZhangyang WangPublished in: ICCV (2023)
Keyphrases
- image data
- input image
- image analysis
- image retrieval
- multiscale
- image representation
- image classification
- graph structure
- single image
- template matching
- spatial information
- image content
- image features
- low level
- image pixels
- directed graph
- visual perception
- inexact graph matching
- low level vision
- image matching
- image segmentation
- undirected graph
- graph theory
- computer vision
- segmentation method
- pixel level
- weighted graph
- graph matching
- random walk
- test images
- image regions
- pixel values
- feature points
- edge detection
- similarity measure
- region of interest
- segmentation algorithm
- adjacency matrix
- preprocessing stage
- binary images