Roberto Valle

According to our database, Roberto Valle authored at least 16 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Auditing Demographic Bias in Facial Landmark Detection for Fair Human-Robot Interaction.

Pablo Parte, Roberto Valle, José Miguel Buenaposada, Luis Baumela

CoRR, April, 2026

2025

Beyond Flicker: Detecting Kinematic Inconsistencies for Generalizable Deepfake Video Detection.

Alejandro Cobo, Roberto Valle, José Miguel Buenaposada, Luis Baumela

CoRR, December, 2025

HPGEN.

Roberto Valle, José Miguel Buenaposada, Luis Baumela

Dataset, April, 2025

Pose-guided token selection for the recognition of activities of daily living.

Ricardo Pizarro, Roberto Valle, José Miguel Buenaposada, Luis Miguel Bergasa, Luis Baumela

Image Vis. Comput., 2025

Reducing Head Pose Estimation Data Set Bias With Synthetic Data.

Roberto Valle, José Miguel Buenaposada, Luis Baumela

IEEE Access, 2025

Spatiotemporal Face Alignment for Generalizable Deepfake Detection.

Alejandro Cobo, Roberto Valle, José Miguel Buenaposada, Luis Baumela

Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition, 2025

2024

On the representation and methodology for wide and short range head pose estimation.

Alejandro Cobo, Roberto Valle, José Miguel Buenaposada, Luis Baumela

Pattern Recognit., 2024

Pose-guided multi-task video transformer for driver action recognition.

Ricardo Pizarro, Roberto Valle, Luis Miguel Bergasa, José Miguel Buenaposada, Luis Baumela

CoRR, 2024

2021

Multi-Task Head Pose Estimation in-the-Wild.

Roberto Valle, José Miguel Buenaposada, Luis Baumela

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection.

Roberto Valle, José Miguel Buenaposada, Luis Baumela

Pattern Recognit. Lett., 2020

2019

Multi-task Shape Preserving Face Alignment.

Roberto Valle

PhD thesis, 2019

Face alignment using a 3D deeply-initialized ensemble of regression trees.

Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela

Comput. Vis. Image Underst., 2019

2018

A Deeply-Initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment.

Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela

Proceedings of the Computer Vision - ECCV 2018, 2018

Facial Landmarks Detection Using a Cascade of Recombinator Networks.

Pedro Diego López, Roberto Valle, Luis Baumela

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Benchmarking Head Pose Estimation in-the-Wild.

Elvira Amador, Roberto Valle, José Miguel Buenaposada, Luis Baumela

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Head-Pose Estimation In-the-Wild Using a Random Forest.

Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela

Proceedings of the Articulated Motion and Deformable Objects, 2016