A new pedestrian detection method based on combined HOG and LSS features

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 54.6K citations

Machine Vision, Image Analysis, Feature Detection +7

Histograms of Oriented Gradients for Human Detection

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

Engineering, Feature Detection, Machine Learning +16

Rapid object detection using a boosted cascade of simple features

Paul Viola, Michael Jones · 2005 · 18.1K citations

Engineering, Machine Learning, Feature Detection +17

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.1K citations

Local Binary Patterns, Image Classification, Machine Vision +13

Robust Real-Time Face Detection

Paul Viola, Michael Jones · International Journal of Computer Vision · 2004 · 14.1K citations

Face Detection, Facial Recognition System, Machine Vision +7