Empirical analysis of cascade deformable models for multi-view face detection ?
We present a state-of-the-art multi-view face detector based on Cascade Deformable Part Models (CDPM). We propose to combine data-mining and bootstrapping to learn CDPM models from weakly labelled data. We report extensive validation of our models in the FDDB, AFLW, HDDB and COFW databases. We show the suitability of our models for face alignment initialization and face detection under partial occlusions.
cascade deformable models multi-view face detection fddb database aflw database hpid database cofw dataset