NeRF View Synthesis: Subjective Quality Assessment and Objective Metrics Evaluation
TL;DR
NeRF enables high-quality view synthesis for immersive applications like VR and 3D modeling. This study assesses its subjective quality and evaluates objective metrics to address evaluation challenges.
NeRF View Synthesis: Subjective Quality Assessment and Objective Metrics Evaluation
Pedro Martin; António Rodrigues; João Ascenso; Maria Paula Queluz
https://doi.org/10.1109/ACCESS.2024.3522768
Volume 13
Neural radiance fields (NeRF) are a groundbreaking computer vision technology that enables the generation of high-quality, immersive visual content from multiple viewpoints. This capability has significant advantages for applications such as virtual/augmented reality, 3D modelling, and content creation for the film and entertainment industry. However, the evaluation of NeRF methods poses several c...