Unified Spherical Frontend: Learning Rotation-Equivariant Representations of Spherical Images from Any Camera

Mukai Yu, Mosam Dabhi, Liuyue Xie +2

Modern perception increasingly relies on fisheye, panoramic, and other wide field-of-view (FoV) cameras, yet most pipelines still apply planar CNNs designed for pinhole imagery on…