Roberto Valle

Multi-Task Head Pose Estimation in-the-Wild

Roberto Valle, José M. Buenaposada, Luis Baumela · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 77 citations · Full text

Face Detection, Pose Task, Machine Vision +13

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

Roberto Valle, José M. Buenaposada, Antonio Valdés et al. · Computer Vision and Image Understanding · 2019 · 41 citations · Full text

Face Detection, Facial Recognition System, Image Analysis +12

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

Roberto Valle, José M. Buenaposada, Luis Baumela · Pattern Recognition Letters · 2019 · 24 citations

Face Detection, Encoder-decoder Cnns, Machine Vision +9

Prognostic Value of Lung Ultrasonography in Older Nursing Home Residents Affected by COVID-19

Nicola Veronese, Luca Gino Sbrogiò, Roberto Valle et al. · Journal of the American Medical Directors Association · 2020 · 22 citations · Full text

Radiology, Geriatrics, Prognostic Value +6

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

Alejandro Cobo, Roberto Valle, José M. Buenaposada et al. · Pattern Recognition · 2024 · 12 citations · Full text