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Yinxue Xiao

2 accepted papers

2018

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation

NeurIPS 2018poster

Holistic 3D indoor scene understanding refers to jointly recovering the i) object bounding boxes, ii) room layout, and iii) camera pose, all in 3D. The existing methods either are ineffective or only tackle the problem partially. In this paper, we propose an end-to-end model that simultaneously solv…

2018

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

ECCV 2018poster

We propose a computational framework to jointly parse a single RGB image and reconstruct a holistic 3D configuration composed by a set of CAD models using a stochastic grammar model. Specifically, we introduce a Holistic Scene Grammar (HSG) to represent the 3D scene structure, which characterizes a…

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