3D Face Reconstruction from 2D Pictures: First Results of a Web-Based Computer Aided System for Aesthetic Procedures
| Autor: | Radu Olariu, Thiago Oliveira-Santos, Salman Alaraibi, Christian Baumberger, Mihai A. Constantinescu, Lutz-Peter Nolte, Mauricio Reyes |
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| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Male
Computer science Biomedical Engineering 610 Medicine & health 000 Computer science knowledge & systems Imaging Three-Dimensional Human–computer interaction Component (UML) Web application Humans Surgery Plastic Set (psychology) Representation (mathematics) Ground truth Internet business.industry Morphing Face (geometry) Face Computer-aided 570 Life sciences biology Female Artificial intelligence business |
| Zdroj: | Oliveira-Santos, Thiago; Baumberger, Christian; Constantinescu, Mihai; Olariu, Radu; Nolte, Lutz-Peter; Alaraibi, Salman; Reyes, Mauricio (2013). 3D Face Reconstruction from 2D Pictures: First Results of a Web-Based Computer Aided System for Aesthetic Procedures. Annals of biomedical engineering, 41(5), pp. 952-966. Springer 10.1007/s10439-013-0744-3 |
| DOI: | 10.1007/s10439-013-0744-3 |
| Popis: | The human face is a vital component of our identity and many people undergo medical aesthetics procedures in order to achieve an ideal or desired look. However, communication between physician and patient is fundamental to understand the patient’s wishes and to achieve the desired results. To date, most plastic surgeons rely on either “free hand” 2D drawings on picture printouts or computerized picture morphing. Alternatively, hardware dependent solutions allow facial shapes to be created and planned in 3D, but they are usually expensive or complex to handle. To offer a simple and hardware independent solution, we propose a web-based application that uses 3 standard 2D pictures to create a 3D representation of the patient’s face on which facial aesthetic procedures such as filling, skin clearing or rejuvenation, and rhinoplasty are planned in 3D. The proposed application couples a set of well-established methods together in a novel manner to optimize 3D reconstructions for clinical use. Face reconstructions performed with the application were evaluated by two plastic surgeons and also compared to ground truth data. Results showed the application can provide accurate 3D face representations to be used in clinics (within an average of 2 mm error) in less than 5 min. |
| Databáze: | OpenAIRE |
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