Three-dimensional face reconstruction from uncalibrated photographs: application to early detection of genetic syndromes

  • Authors
  • Tu L, Porras AR, Morales A, Perez DA, Piella G, Sukno FM, Linguraru MG
  • UPF authors
  • SUKNO, FEDERICO ; PIELLA, GEMMA; MORALES MUÑOZ, MARIA ARACELI;
  • Authors of the book
  • Greenspan, Hayit; Tanno, Ryutaro; Erdt, Marius; Arbel, Tal; Baumgartner, Christian; Dalca, Adrian; Sudre, Carole H. ; Wells, William M.; Drechsler, Klaus; Linguraru, Marius George; Oyarzun Laura, Cristina; Shekhar, Raj; Wesarg, Stefan; Gonza¿lez Ballester, Miguel Angel
  • Book title
  • Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures : First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019 Proceedings
  • Publisher
  • Springer
  • Publication year
  • 2019
  • Pages
  • 182-189
  • ISBN
  • 978-3-030-32689-0
  • Abstract
  • lt;0.001). Our classifier detected genetic syndromes from the reconstructed 3D faces from the 2D photographs with 100% sensitivity and 92.11% specificity
  • Complete citation
  • Tu L, Porras AR, Morales A, Perez DA, Piella G, Sukno FM, Linguraru MG. Three-dimensional face reconstruction from uncalibrated photographs: application to early detection of genetic syndromes. In: Greenspan, Hayit; Tanno, Ryutaro; Erdt, Marius; Arbel, Tal; Baumgartner, Christian; Dalca, Adrian; Sudre, Carole H. Wells, William M.; Drechsler, Klaus; Linguraru, Marius George; Oyarzun Laura, Cristina; Shekhar, Raj; Wesarg, Stefan; Gonza¿lez Ballester, Miguel Angel. Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019 Proceedings. 1 ed. Shenzhen,: Springer; 2019. p. 182-189.
Bibliometric indicators
  • 3 times cited Scopus
  • 1 times cited WOS
  • Índex Scimago de 0