Online Contextual Face Recognition: Towards Large Scale Photo Tagging for Sharing
Photos->People->Tags->Social
Challenges
Contextual face recognition
Syllabus
A face recognition pipeline
Preprocessing
An elastic and partial matching metric
Evaluation method
Evaluation method – continued
Some important setting and parameters
Photometric rectification
Some important parameters
Step parameter in dense partitioning
Range parameter
Percentile parameter
Comparisons on academic benchmarks
More comparisons and qualitative results
Percentile parameter
Scalability challenges
Space scalability
An active learning framework
Experiments (1)
Social network scope and priors
Effects of social priors
Conclusion and future work
FaceSort