Real-time object detection on CUDA

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.6K citations · Full text

Engineering, Feature Detection, Machine Learning +16

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 19.8K citations

Mathematical Programming, Decision-theoretic Generalization, Engineering +13

Rapid object detection using a boosted cascade of simple features

Paul Viola, Michael Jones · 2005 · 18.1K citations

Engineering, Machine Learning, Feature Detection +17

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2000 · 6.9K citations · Full text

Engineering, Machine Learning, Text Mining +24

An extended set of Haar-like features for rapid object detection

Rainer Lienhart, Jochen Maydt · Proceedings - International Conference on Image Processing · 2003 · 3K citations

Face Detection, Facial Recognition System, Machine Vision +15