Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression.
Guanjun GuoHanzi WangChunhua ShenYan YanHong-Yuan Mark LiaoPublished in: IEEE Trans. Multim. (2018)
Keyphrases
- image content
- neural network
- input image
- visual perception
- image retrieval
- single image
- image features
- image processing
- image representation
- multiscale
- low level
- visual appearance
- image segmentation
- visual data
- spatial relations
- visually similar
- image analysis
- artificial neural networks
- median filtering
- image classification
- image collections
- image data
- feature points
- edge detection
- image regions
- pixel values
- contrast enhancement
- high resolution
- segmentation method
- image editing
- visual attributes
- object detection
- seam carving
- retinex theory
- enhanced image
- regression model
- visual features