BCLMR

Bayesian Constrained Local Models Revisited

Pedro Martins, João F. Henriques, Rui Caseiro, Jorge Batista
Institute of Systems and Robotics (ISR)
University of Coimbra, Portugal

IEEE Transactions on Pattern Analysis and Machine Intelligence 2016


Video 1: Face alignment in the Labeled Faces in the Wild using the BCLM-KDE method.



Video 2: Qualitative evaluation between the MOSSE filter and the linear SVM built from aligned (positive) and misaligned (negative) examples.



Video 3: Evaluation in the FGNET Talking Face sequence.


References:

Bayesian Constrained Local Models Revisited
P. Martins, J.F. Henriques, R. Caseiro, J. Batista
IEEE Transactions on Pattern Analysis and Machine Intelligence 2016, vol 38, (4), pp 704-716

Let the Shape Speak - Discriminative Face Alignment using Conjugate Priors
P. Martins, R. Caseiro, J.F. Henriques, J. Batista
British Machine Vision Conference 2012

Discriminative Bayesian Active Shape Models
P. Martins, R. Caseiro, J.F. Henriques, J. Batista
European Conference on Computer Vision 2012