Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph.
Jingkang YangWeirong ChenLitong FengXiaopeng YanHuabin ZhengWayne ZhangPublished in: ACM Multimedia (2020)
Keyphrases
- image classification
- metadata
- visual features
- multi label
- visual categorization
- digital libraries
- visual information
- codebook generation
- label noise
- fully automatic
- feature extraction
- dublin core
- supervised learning
- learning objects
- semi automatic
- classifier training
- learning algorithm
- label information
- visual perception
- databases
- bag of words
- multimedia
- unsupervised learning
- noisy data
- text categorization
- information resources
- multimedia content
- computer vision
- face recognition
- keywords
- semantic content
- supervised classification
- visual words
- active learning
- learning resources
- image representation
- class labels