Reconstructing surfaces with appearance using neural implicit 3D representations

• Main Author: Πασχαλίδης, Παναγιώτης
• Other Authors: Paschalidis, Panagiotis
• Language: English
• Published: 2022
• Subjects: Computer vision; Artificial intelligence; Computer graphics; Μηχανική μάθηση; Τεχνητή νοημοσύνη

Parsing complex 3D scenes into compact low-dimensional representations has been a long-standing goal in Computer Vision that could tremendously benefit various downstream applications such as scene understanding and reconstruction. Based on the output of the final representation, existing methods ca...