Essays about: "Morphable models"

Found 2 essays containing the words Morphable models.

1. 1. 3D avatar synthesis

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Flavia Garcia Vazquez; [2021]
   Keywords : Generative Adversarial Network; Texture; Shape; 3D Morphable Model.; Generativt kontroversiellt nätverk; struktur; form; 3D-morphable-läge.;

   Abstract : The steep growth of video-games is demanding a higher amount of characters in the games. The process of generating characters is very expensive and time consuming. Consequently, this process doesn’t cover the current demands and could be optimized by developing a generative model able to synthesize high- quality 3D avatar faces within minutes. READ MORE

3. 2. Data Augmentation by Using Object Shape Reconstruction

   University essay from Lunds universitet/Matematik LTH

   Author : Mats Granholm; Filip Johannesson; [2017]
   Keywords : Morphable models; Generative adversarial networks; Data augmentation; Mathematics and Statistics; Technology and Engineering;

   Abstract : Achieving high performance face recognition often requires large manually labeled training datasets. As such datasets can be difficult to obtain, we investigate whether smaller datasets can be augmented synthetically in order to increase performance. We use 3D morphable models to create 3D reconstructions of faces from only a single image. READ MORE