Neural Sparse Voxel Fields

1 code implementation • NeurIPS 2020 • Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt

We also demonstrate several challenging tasks, including multi-scene learning, free-viewpoint rendering of a moving human, and large-scale scene rendering.

Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation

no code implementations • 24 Dec 2018 • Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt, Tat-Seng Chua

We propose a novel approach to jointly perform 3D shape retrieval and pose estimation from monocular images. In order to make the method robust to real-world image variations, e. g. complex textures and backgrounds, we learn an embedding space from 3D data that only includes the relevant information, namely the shape and pose.

3D Object Retrieval 3D Shape Classification +3