Metric Learning Based False Positives Filtering for Face Detection.
Nanhai ZhangJiajie HanJiani HuWeihong DengPublished in: CCBR (2015)
Keyphrases
- metric learning
- false positives
- face detection
- detection rate
- false negative
- false positive rate
- distance metric
- detection method
- detection accuracy
- semi supervised
- object detection
- pairwise
- human faces
- learning tasks
- dimensionality reduction
- multi task
- face recognition
- feature space
- face verification
- computer vision
- high detection rate
- facial images
- facial features
- distance function
- face databases
- training data
- image classification
- multi class
- active learning
- feature vectors