Search Results for author: Xianghui Yang

Found 5 papers, 4 papers with code

ViewFusion: Towards Multi-View Consistency via Interpolated Denoising

1 code implementation29 Feb 2024 Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton Van Den Hengel

Novel-view synthesis through diffusion models has demonstrated remarkable potential for generating diverse and high-quality images.

Denoising Image Generation +1

Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization

no code implementations4 Sep 2023 Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou

Recent neural networks based surface reconstruction can be roughly divided into two categories, one warping templates explicitly and the other representing 3D surfaces implicitly.

Surface Reconstruction

Neural Vector Fields: Implicit Representation by Explicit Learning

2 code implementations CVPR 2023 Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou

Deep neural networks (DNNs) are widely applied for nowadays 3D surface reconstruction tasks and such methods can be further divided into two categories, which respectively warp templates explicitly by moving vertices or represent 3D surfaces implicitly as signed or unsigned distance functions.

Quantization Surface Reconstruction

Single-view 3D Mesh Reconstruction for Seen and Unseen Categories

1 code implementation4 Aug 2022 Xianghui Yang, Guosheng Lin, Luping Zhou

Single-view 3D object reconstruction is a fundamental and challenging computer vision task that aims at recovering 3D shapes from single-view RGB images.

3D Object Reconstruction

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