most citedOmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation

1 citations · 1 across the 8 of their papers we have counts for

collaborators

9 papers

cs.RO2026

OmniMimic: Dynamics-completed Motion Augmentation for Multi-style Omnidirectional Quadruped Locomotion

Sheng Wu, Guoqiang Zhao, Zhe Yang +7

Animal demonstrations provide quadruped robots with natural and distinctive gait styles that are difficult to specify through hand-crafted rewards. However, their narrow directiona…

cs.CV2026

Spheriverse: 3D Scene Understanding from Spherical Observations in the Wild

Fei Teng, Sheng Wu, Mengfei Duan +7

Spherical observations provide global visual context for 3D scene understanding. However, visual information is encoded in an angular domain, whereas the physical world is represen…

cs.RO2026

Panoramic Multimodal Semantic Occupancy Prediction for Quadruped Robots

Guoqiang Zhao, Zhe Yang, Sheng Wu +5

Panoramic imagery provides holistic 360° visual coverage for environmental perception in quadruped robots. However, existing occupancy prediction methods are primarily designed for…

cs.CV2026

Spherical-GOF: Geometry-Aware Panoramic Gaussian Opacity Fields for 3D Scene Reconstruction

Zhe Yang, Guoqiang Zhao, Sheng Wu +2

Omnidirectional images are increasingly used in robotics and vision due to their wide field of view. However, extending 3D Gaussian Splatting (3DGS) to panoramic camera models rema…

cs.CV2025

OmniTrack++: Omnidirectional Multi-Object Tracking by Learning Large-FoV Trajectory Feedback

Kai Luo, Hao Shi, Kunyu Peng +4

To address panoramic distortion, large search space, and identity ambiguity under a 360° FoV, OmniTrack++ adopts a feedback-driven framework that progressively refines perception w…

cs.RO2025

QuaDreamer: Controllable Panoramic Video Generation for Quadruped Robots

Sheng Wu, Fei Teng, Hao Shi +4

Panoramic cameras, capturing comprehensive 360-degree environmental data, are suitable for quadruped robots in surrounding perception and interaction with complex environments. How…

cs.CV2025

Hallucinating 360°: Panoramic Street-View Generation via Local Scenes Diffusion and Probabilistic Prompting

Fei Teng, Kai Luo, Sheng Wu +6

Panoramic perception holds significant potential for autonomous driving, enabling vehicles to acquire a comprehensive 360° surround view in a single shot. However, autonomous drivi…

cs.CV2025

Omnidirectional Multi-Object Tracking

Kai Luo, Hao Shi, Sheng Wu +6

Panoramic imagery, with its 360° field of view, offers comprehensive information to support Multi-Object Tracking (MOT) in capturing spatial and temporal relationships of surroundi…

cs.CV2025★ 1 cited

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation

Ding Zhong, Xu Zheng, Chenfei Liao +5

Segment Anything Model 2 (SAM2) has emerged as a strong base model in various pinhole imaging segmentation tasks. However, when applying it to domain, the significant f…