Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images
Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy J. Mitra, Leonidas Guibas
Topics & Concepts
Computer scienceArtificial intelligencePoint cloudParametric surfaceVoxelComputer visionParametric statisticsPoint (geometry)Surface (topology)Surface reconstructionConsistency (knowledge bases)Texture mappingObject (grammar)Artificial neural networkDeep learningPixelPattern recognition (psychology)GeometryMathematicsStatistics3D Shape Modeling and AnalysisComputer Graphics and Visualization Techniques3D Surveying and Cultural Heritage