Image aesthetics assessment using composite features from transformer and CNN.
Yongzhen KeYin WangKai WangFan QinJing GuoShuai YangPublished in: Multim. Syst. (2023)
Keyphrases
- image features
- extracted features
- extracting features
- spatial distribution
- input image
- original images
- image pixels
- image content
- single image
- test images
- feature values
- grey level
- low level
- image data
- individual features
- feature representation
- image regions
- image classification
- multiscale
- feature matching
- matching process
- image set
- image description
- sample images
- image segmentation
- feature extraction
- image retrieval
- image structure
- image analysis
- high resolution
- color features
- feature detectors
- geometric constraints
- image representation
- image matching
- spatial information
- neural network
- feature space
- global features
- object recognition
- keypoints
- invariant features
- salient features
- feature set
- image collections
- region of interest
- segmentation algorithm
- color images
- fuzzy logic
- scale space
- spatial relationships
- image sequences
- textural features
- segmentation method