Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks.
Shuai HeYongchang ZhangRui XieDongxiang JiangAnlong MingPublished in: IJCAI (2022)
Keyphrases
- image analysis
- image data
- single image
- image features
- random fields
- image content
- template matching
- input image
- image classification
- image representation
- probabilistic model
- bayesian framework
- multiscale
- image statistics
- surface model
- region of interest
- image regions
- image pixels
- image segmentation
- segmentation method
- edge detection
- million images
- high resolution
- image dataset
- statistical model
- image retrieval
- image structure
- pixel values
- object models
- parametric models
- eye fixations
- keypoints
- spatial information
- hough transform
- image restoration
- feature points
- image quality
- low level
- similarity measure