A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting¶
Why this mattered¶
TBD
Abstract¶
(no abstract available)
Related¶
- enables → Robust Real-Time Face Detection — AdaBoost supplied the boosted cascade classifier training method used by Viola-Jones for real-time face detection.
- enables → Rapid object detection using a boosted cascade of simple features — AdaBoost supplied the learning procedure Viola-Jones used to select simple Haar-like features and build its detection cascade.
- cite ← Robust Real-Time Face Detection — Viola and Jones use AdaBoost from Freund and Schapire to select Haar-like features and combine weak classifiers into a face detector.
- cite ← Rapid object detection using a boosted cascade of simple features — Viola-Jones uses AdaBoost from Freund and Schapire to select and weight simple Haar-like features for object detection.