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cs.CV2025
OCSplats: Observation Completeness Quantification and Label Noise Separation in 3DGS
Han Ling, Xian Xu, Yinghui Sun +1
3D Gaussian Splatting (3DGS) has become one of the most promising 3D reconstruction technologies. However, label noise in real-world scenarios-such as moving objects, non-Lambertia…
cs.CV2024
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow and Stereo Matching in Real-world
Han Ling, Yinghui Sun, Quansen Sun +2
A significant challenge facing current optical flow and stereo methods is the difficulty in generalizing them well to the real world. This is mainly due to the high costs required…
cs.CV2024
ScaleFlow++: Robust and Accurate Estimation of 3D Motion from Video
Han Ling, Yinghui Sun, Quansen Sun +1
Perceiving and understanding 3D motion is a core technology in fields such as autonomous driving, robots, and motion prediction. This paper proposes a 3D motion perception method c…