Preprint
Sep 2026
SphereSOD: Geometry-Structure Coupled Learning for 360 Salient Object Detection
SphereSOD is proposed, an ERP-native framework that couples panoramic geometry with evolving salient structures and first initializes deformable sampling based on spherical projection geometry and then employs bounded, content-adaptive offsets, yielding features that are better aligned with the underlying panoramic geo...
Jun-Song Zhang, Zhi-Jie Shen, Shuai Zheng et al.
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