Browsing by Author "Hermosilla, Pedro"

Now showing items 1-6 of 6

    • Deep-learning the Latent Space of Light Transport 

      Hermosilla, Pedro; Maisch, Sebastian; Ritschel, Tobias; Ropinski, Timo (The Eurographics Association and John Wiley & Sons Ltd., 2019)
      We suggest a method to directly deep-learn light transport, i. e., the mapping from a 3D geometry-illumination-material configuration to a shaded 2D image. While many previous learning methods have employed 2D convolutional ...

    • Enabling Viewpoint Learning through Dynamic Label Generation 

      Schelling, Michael; Hermosilla, Pedro; Vázquez, Pere-Pau; Ropinski, Timo (The Eurographics Association and John Wiley & Sons Ltd., 2021)
      Optimal viewpoint prediction is an essential task in many computer graphics applications. Unfortunately, common viewpoint qualities suffer from two major drawbacks: dependency on clean surface meshes, which are not always ...

    • Improving Perception of Molecular Surface Visualizations by Incorporating Translucency Effects 

      Hermosilla, Pedro; Maisch, Sebastian; Vázquez, Pere-Pau; Ropinski, Timo (The Eurographics Association, 2018)
      Molecular surfaces are a commonly used representation in the analysis of molecular structures as they provide a compact description of the space occupied by a molecule and its accessibility. However, due to the high ...

    • PPSurf: Combining Patches and Point Convolutions for Detailed Surface Reconstruction 

      Erler, Philipp; Fuentes‐Perez, Lizeth; Hermosilla, Pedro; Guerrero, Paul; Pajarola, Renato; Wimmer, Michael (© 2024 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd., 2024)
      3D surface reconstruction from point clouds is a key step in areas such as content creation, archaeology, digital cultural heritage and engineering. Current approaches either try to optimize a non‐data‐driven surface ...

    • Real-Time Visualization of 3D Amyloid-Beta Fibrils from 2D Cryo-EM Density Maps 

      Kniesel, Hannah; Ropinski, Timo; Hermosilla, Pedro (The Eurographics Association, 2020)
      Amyloid-beta fibrils are the result of the accumulation of misfolded amyloid precursor proteins along an axis. These fibrils play a crucial role in the development of Alzheimer's disease, and yet its creation and structure ...

    • Surface-aware Mesh Texture Synthesis with Pre-trained 2D CNNs 

      Kovács, Áron Samuel; Hermosilla, Pedro; Raidou, Renata Georgia (The Eurographics Association and John Wiley & Sons Ltd., 2024)
      Mesh texture synthesis is a key component in the automatic generation of 3D content. Existing learning-based methods have drawbacks-either by disregarding the shape manifold during texture generation or by requiring a large ...