Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction.
Xiaowen HuangYuqi GaoQuan FangJitao SangChangsheng XuPublished in: ACM Multimedia (2017)
Keyphrases
- image data
- random fields
- multiscale
- image pixels
- single image
- high resolution
- template matching
- image classification
- hough transform
- image analysis
- image representation
- input image
- image content
- image segmentation
- segmentation algorithm
- model selection
- image features
- image retrieval
- image collections
- image statistics
- prediction accuracy
- keypoints
- segmentation method
- social media
- social networks
- energy function
- similarity measure
- prediction model
- bayesian framework
- probabilistic model
- region of interest
- statistical model
- image regions
- image quality
- low level
- image matching
- prediction error
- face recognition
- models built
- social bookmarking systems