首页|Studies in the Area of Virtual Reality and Intelligent Hardware Reported from Un iversity of California Berkeley (Generating animatable 3D cartoon faces from sin gle portraits)
Studies in the Area of Virtual Reality and Intelligent Hardware Reported from Un iversity of California Berkeley (Generating animatable 3D cartoon faces from sin gle portraits)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on virtual reality and in telligent hardware is the subject of a new report. According to news reporting f rom Berkeley, California, by NewsRx journalists, research stated, "With the deve lopment of virtual reality (VR) technology, there is a growing need for customiz ed 3D avatars." Our news reporters obtained a quote from the research from University of Califor nia Berkeley: "However, traditional methods for 3D avatar modeling are either ti me-consuming or fail to retain the similarity to the person being modeled. This study presents a novel framework for generating animatable 3D cartoon faces from a single portrait image. First, we transferred an input real-world portrait to a stylized cartoon image using StyleGAN. We then proposed atwo-stage reconstruc tion method to recover a 3D cartoon face with detailed texture. Our two-stage st rategy initially performs coarse estimation based on template models and subsequ ently refines the model by nonrigid deformation under landmark supervision. Fina lly, we proposed a semantic-preserving face-rigging method based on manually cre ated templates and deformation transfer."
University of California BerkeleyBerke leyCaliforniaUnited StatesNorth and Central AmericaMachine LearningVir tual Reality and Intelligent Hardware
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