Publications

Roberto Valle, José M. Buenaposada, Luis Baumela (2020). Multi-task head pose estimation in-the-wild. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI 2021.

Roberto Valle, José M. Buenaposada, Luis Baumela (2019). Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection. Pattern Recognition Letters, PRL 2020, vol. 136, pp. 326-332.

Roberto Valle, José M. Buenaposada, Antonio Valdés, Luis Baumela (2019). Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees. Computer Vision and Image Understanding, CVIU 2019, vol. 189.

PDF Code Dataset DOI

Pedro Diego López, Roberto Valle, Luis Baumela (2018). Facial Landmarks Detection using a Cascade of Recombinator Networks. Iberoamerican Congress on Pattern Recognition, CIARP 2018, pp. 575-583, Madrid, Spain, November 19-22 (CIARP Best Student Paper Award).

PDF Code Dataset Poster Slides DOI

Roberto Valle, José M. Buenaposada, Antonio Valdés, Luis Baumela (2018). A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment. European Conference on Computer Vision, ECCV 2018, pp. 609-624, Munich, Germany, September 8-14.

PDF Code Dataset Poster Video DOI

Elvira Amador, Roberto Valle, José M. Buenaposada, Luis Baumela (2017). Benchmarking Head Pose Estimation In-the-Wild. Iberoamerican Congress on Pattern Recognition, CIARP 2017, pp. 45-57, Valparaíso, Chile, November 7-10.

PDF Code Dataset Poster DOI

Roberto Valle, José M. Buenaposada, Antonio Valdés, Luis Baumela (2016). Head-Pose Estimation In-the-Wild Using a Random Forest. Conference on Articulated Motion and Deformable Objects, 9th International Conference, AMDO 2016, pp. 24-33, Palma de Mallorca, Spain, July 13-15.

PDF Code Poster Slides DOI