4 papers
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow
Xunpei Sun, Zuoxun Hou, Yi Chang +2
Monocular scene flow estimation aims to recover dense 3D motion from image sequences, yet most existing methods are limited to two-frame inputs, restricting temporal modeling and r…
Generative Texture Filtering
Rongjia Zheng, Shangwei Huang, Lei Zhu +2
We present a generative method for texture filtering, which exhibits surprisingly good performance and generalizability. Our core idea is to empower texture filtering by taking ful…
SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering
Jiahao Niu, Rongjia Zheng, Wenju Xu +2
We present SGS-Intrinsic, an indoor inverse rendering framework that works well for sparse-view images. Unlike existing 3D Gaussian Splatting (3DGS) based methods that focus on obj…
You Only Erase Once: Erasing Anything without Bringing Unexpected Content
Yixing Zhu, Qing Zhang, Wenju Xu +1
We present YOEO, an approach for object erasure. Unlike recent diffusion-based methods which struggle to erase target objects without generating unexpected content within the maske…