Yixin Zhu | PKU
Yixin Zhu | PKU
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[NeurIPS18] Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation
Holistic 3D indoor scene understanding refers to jointly recovering the i) object bounding boxes, ii) room layout, and iii) camera …
Siyuan Huang
,
Siyuan Qi
,
Yinxue Xiao
,
Yixin Zhu
,
Ying Nian Wu
,
Song-Chun Zhu
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[ECCV18] Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image
We propose a computational framework to jointly parse a single RGB image and reconstruct a holistic 3D configuration composed by a set …
Siyuan Huang
,
Siyuan Qi
,
Yixin Zhu
,
Yinxue Xiao
,
Yuanlu Xu
,
Song-Chun Zhu
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[IJCV18] Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars
We propose a systematic learning-based approach to the generation of massive quantities of synthetic 3D scenes and arbitrary numbers of …
Chenfanfu Jiang
,
Siyuan Qi
,
Yixin Zhu
,
Siyuan Huang
,
Jenny Lin
,
Lapfai Yu
,
Demetri Terzopoulos
,
Song-Chun Zhu
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[CVPR18] Human-centric Indoor Scene Synthesis Using Stochastic Grammar
We present a human-centric method to sample and synthesize 3D room layouts and 2D images thereof, for the purpose of obtaining …
Siyuan Qi
,
Yixin Zhu
,
Siyuan Huang
,
Chenfanfu Jiang
,
Song-Chun Zhu
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[CogSci17] Consistent Probabilistic Simulation Underlying Human Judgment in Substance Dynamics
A growing body of evidence supports the hypothesis that humans infer future states of perceived physical situations by propagating …
James Kubricht
,
Yixin Zhu
,
Chenfanfu Jiang
,
Demetri Terzopoulos
,
Song-Chun Zhu
,
Hongjing Lu
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Video
[TVCG16] The Martian: Examining Human Physical Judgments Across Virtual Gravity Fields
This paper examines how humans adapt to novel physical situations with unknown gravitational acceleration in immersive virtual …
Tian Ye
,
Siyuan Qi
,
James Kubricht
,
Yixin Zhu
,
Hongjing Lu
,
Song-Chun Zhu
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[CVPR16] Inferring Forces and Learning Human Utilities From Videos
We propose a notion of affordance that takes into account physical quantities generated when the human body interacts with real-world …
Yixin Zhu
,
Chenfanfu Jiang
,
Yibiao Zhao
,
Demetri Terzopoulos
,
Song-Chun Zhu
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[CogSci16] Probabilistic Simulation Predicts Human Performance on Viscous Fluid-Pouring Problem
The physical behavior of moving fluids is highly complex, yet people are able to interact with them in their everyday lives with …
James Kubricht
,
Chenfanfu Jiang
,
Yixin Zhu
,
Song-Chun Zhu
,
Demetri Terzopoulos
,
Hongjing Lu
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Short
[CVPR15] Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition
In this paper, we present a new framework for task-oriented object modeling, learning and recognition. The framework include: i) …
Yixin Zhu
,
Yibiao Zhao
,
Song-Chun Zhu
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[CogSci15] Evaluating Human Cognition of Containing Relations with Physical Simulation
Containers are ubiquitous in daily life. By container, we consider any physical object that can contain other objects, such as bowls, …
Wei Liang
,
Yibiao Zhao
,
Yixin Zhu
,
Song-Chun Zhu
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