BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs

no code implementations • 11 Mar 2022 • Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno

We present a 3D face reconstruction system that aims at recovering the 3D facial geometry of babies from uncalibrated photographs, BabyNet.

3D Face Reconstruction Transfer Learning

Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection

no code implementations • 26 Dec 2018 • Awais Mansoor, Antonio R. Porras, Marius George Linguraru

Our novel selective attention approach (i) effectively shrinks the search space inside the feature map, (ii) appends useful localization information to the hypothesized proposal for the detection architecture to learn where to look for each organ, and (iii) modifies the pyramid of regression references in the RPN by incorporating organ- and modality-specific information, which results in additional time reduction.

object-detection Object Detection +2