RePer-360: Releasing Perspective Priors for 360${}^{\circ }$ Depth Estimation via Self-Modulation

Cheng Guan, Chunyu Lin, Zhijie Shen +2

Recent depth foundation models trained on perspective imagery achieve strong performance, yet generalize poorly to 360${}^{\circ }$ images due to the substantial geometric discrepancy b…