View Dependent

View-dependent rendering focuses on accurately capturing and reproducing how the appearance of a scene changes with the observer's viewpoint, a crucial aspect often overlooked in traditional 3D modeling. Current research emphasizes improving neural radiance fields (NeRFs) and related architectures to handle complex view-dependent effects like reflections and refractions, often employing techniques like homographic matching and novel integration methods to enhance rendering quality and address limitations in handling sparse views or cluttered scenes. These advancements are significant for applications such as novel view synthesis, 3D reconstruction, and computer vision tasks requiring accurate scene understanding, particularly in challenging scenarios with significant viewpoint variations.