Search Results for author: Janez Križaj

Found 2 papers, 0 papers with code

Simultaneous regression and feature learning for facial landmarking

no code implementations24 Apr 2019 Janez Križaj, Peter Peer, Vitomir Štruc, Simon Dobrišek

We develop two distinct approaches around the proposed gating mechanism: i) the first uses a gated multiple ridge descent (GRID) mechanism in conjunction with established (hand-crafted) HOG features for face alignment and achieves state-of-the-art landmarking performance across a wide range of facial poses, ii) the second simultaneously learns multiple-descent directions as well as binary features (SMUF) that are optimal for the alignment tasks and in addition to competitive landmarking results also ensures extremely rapid processing.

Attribute Face Alignment +1

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