Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise

Keyphrases

• Active Learning 20%
• Active Learning Algorithm 100%
• Annotation Extension 20%
• Annotator 20%
• Application Extension 20%
• Challenging Issues 20%
• Data Pooling 20%
• Effective Sampling 20%
• Effective Training 20%
• First Review 20%
• Image Classification 100%
• Image Understanding 20%
• Information Measures 20%
• Learning Objectives 20%
• Multi-label Classification 60%
• Multi-label Learning 100%
• Popular Topics 20%
• Sampling Strategy 20%
• Training Set 40%
• Unlabeled Data 20%

Computer Science

• Active Learning 100%
• Annotation 33%
• Image Classification 100%
• Image Understanding 16%
• Information Measure 16%
• Learning Algorithm 100%
• Research Direction 16%
• Unlabeled Data 16%