Interactive Segmentation of Radiance Fields

Understand

Radiance Fields (RF) are popular to represent casually-captured scenes for new view synthesis and several applications beyond it.

• Mixed reality on personal spaces needs understanding and manipulating scenes represented as RFs, with semantic segmentation of objects as an important step.
• Prior segmentation efforts show promise but don't scale to complex objects with diverse appearance.
• We present the ISRF method to interactively segment objects with fine structure and appearance.