Papers | Cornell Graphics and Vision Group

2023

Doppelgangers: Learning to Disambiguate Images of Similar Structures

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Authors: Ruojin Cai, Joseph Tung, Qianqian Wang, Hadar Averbuch-Elor, Bharath Hariharan and Noah Snavely

DynIBaR: Dynamic Neural Image-Based Rendering

CVPR 2023 Best Paper Honorable Mention

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Authors: Zhengqi Li, Qianqian Wang, Forrester Cole, Richard Tucker and Noah Snavely

Neural Scene Chronology

CVPR 2023

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Authors: Haotong Lin, Qianqian Wang, Ruojin Cai, Sida Peng, Hadar Averbuch-Elor, Xiaowei Zhou and Noah Snavely

2022

Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery

NeurIPS 2022

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Authors: Utkarsh Mall, Bharath Hariharan and Kavita Bala

ARF: Artistic Radiance Fields

ECCV 2022

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Authors: Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman and Noah Snavely

Reconstructing translucent objects using differentiable rendering

SIGGRAPH 2022

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Authors: Xi Deng, Fujun Luan, Bruce Walter, Kavita Bala and Steve Marschner

IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images

CVPR 2022

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Authors: Kai Zhang, Fujun Luan, Zhengqi Li and Noah Snavely

3D Moments from Near-Duplicate Photos

CVPR 2022

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Authors: Qianqian Wang, Zhengqi Li, David Salesin, Noah Snavely, Brian Curless and Janne Kontkanen

Discovering Underground Maps from Fashion

WACV 2022

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Authors: Utkarsh Mall, Kavita Bala, Tamara Berg and Kristen Grauman

2021

Path graphs: iterative path space filtering

SIGGRAPH ASIA 2021

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Authors: Xi Deng, Miloš Hašan, Nathan Carr, Zexiang Xu and Steve Marschner

Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision

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Authors: Xiaoshi Wu, Hadar Averbuch-Elor, Jin Sun and Noah Snavely

Who’s Waldo? Linking People Across Text and Images

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Authors: Claire Yuqing Cui, Apoorv Khandelwal, Yoav Artzi, Noah Snavely and Hadar Averbuch-Elor

Field Guide-Inspired Zero-shot Learning

ICCV 2021

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Authors: Utkarsh Mall, Bharath Hariharan and Kavita Bala

AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning

IROS 2021

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Authors: Hadi AlZayer, Hubert Lin and Kavita Bala

Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision

PLOS One, 2021.

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Authors: Mitchell Van Zuijlen, Hubert Lin, Kavita Bala, Sylvia Pont and Maarten Wijntjes

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

CVPR 2021

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Authors: Jang-Hyun Cho, Utkarsh Mall, Kavita Bala and Bharath Hariharan

Few-Shot Classification with Feature Map Reconstruction Networks

CVPR 2021

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Authors: Davis Wertheimer, Luming Tang and Bharath Hariharan

What Can Style Transfer and Paintings Do For Model Robustness?

CVPR 2021

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Authors: Hubert Lin, Mitchell Van Zuijlen, Maarten Wijntjes, Sylvia Pont and Kavita Bala

Extreme Rotation Estimation using Dense Correlation Volumes

CVPR 2021

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Authors: Ruojin Cai, Bharath Hariharan, Noah Snavely and Hadar Averbuch-Elor

PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting

CVPR 2021

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Authors: Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala and Noah Snavely

IBRNet: Learning Multi-View Image-Based Rendering

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Authors: Qianqian Wang, Zhicheng Wan, Kyle Genova, Pratul Srinivasan, Howard Zhou, Jon Barron, Ricardo Martin-Brualla, Noah Snavely and Thomas Funkhouser

2020

A Wave Optics Based Fiber Scattering Model

SIGGRAPH Asia 2020

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Authors: Mengqi (Mandy) Xia, Bruce Walter, Eric Michielssen, David Bindel and Steve Marschner

Insights From A Large-Scale Database of Material Depictions In Paintings

International Workshop on Fine Art Pattern Extraction and Recognition, ICPR 2020

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Authors: Hubert Lin, Mitchell Van Zuijlen, Maarten Wijntjes, Sylvia Pont and Kavita Bala

Weavecraft: An Interactive Design and Simulation Tool for 3D Weaving

SIGGRAPH ASIA 2020

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Authors: Rundong Wu, Joy Xiaoji Zhang, Jonathan C. Leaf, Xinru Hua, Ante Qu, Claire Harvey, Emily Holtzman, Joy Ko, Brooks Hagan, Doug James, François Guimbretière and Steve Marschner

Augmentation-Interpolative AutoEncoders for Unsupervised Few-Shot Image Generation

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Authors: Davis Wertheimer, Omid Poursaeed and Bharath Hariharan

Crowdsampling the Plenoptic Function

ECCV 2020

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Authors: Zhengqi Li, Wenqi Xian, Abe Davis and Noah Snavely

Learning Gradient Fields for Shape Generation

ECCV 2020

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Authors: Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely and Bharath Hariharan

Langevin Monte Carlo Rendering with Gradient-based Adaptation

SIGGRAPH 2020

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Authors: Fujun Luan, Shuang Zhao, Kavita Bala and Ioannis Gkioulekas

Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition

CVPR 2020: reasoning about object parts dramatically improves few-shot learning.

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Authors: Luming Tang, Davis Wertheimer and Bharath Hariharan

Automatic Structure Synthesis for 3D Woven Relief

SIGGRAPH 2020

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Authors: Rundong Wu, Claire Harvey, Joy Xiaoji Zhang, Sean Kroszner, Brooks Hagan and Steve Marschner

Visual Chirality

CVPR 2020

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Authors: Zhiqiu Lin, Jin Sun, Abe Davis and Noah Snavely

DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds

ICRA 2020; First three authors contributed equally (random order).

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Authors: Yutao Han, Hubert Lin, Jacopo Banfi, Kavita Bala and Mark Campbell

Depth Sensing Beyond LiDAR Range

CVPR 2020

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Authors: Kai Zhang, Jiaxin Xie, Noah Snavely and Qifeng Chen

DualSDF: Semantic Shape Manipulation using a Two-Level Representation

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Authors: Zekun Hao, Hadar Averbuch-Elor, Noah Snavely and Serge Belongie

Gaussian Product Sampling for Rendering Layered Materials

Computer Graphics Forum 39:1 (February 2020)https://onlinelibrary.wiley.com/doi/abs/10.1111/cgf.13883

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Authors: Mengqi (Mandy) Xia, Bruce Walter, Christophe Hery and Steve Marschner

Towards Learning-based Inverse Subsurface Scattering

ICCP 2020

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Authors: Chengqian Che, Fujun Luan, Shuang Zhao, Kavita Bala and Ioannis Gkioulekas

2019

Acoustic texture rendering for extended sources in complex scenes

SIGGRAPH Asia 2019

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Authors: Zechen Zhang, Nikunj Raghuvanshi, John Snyder and Steve Marschner

Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition

ICCV 2019

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Authors: Hubert Lin, Paul Upchurch and Kavita Bala

GeoStyle: Discovering Fashion Trends and Events

ICCV 2019

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Authors: Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely and Kavita Bala

UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

ICCV 2019

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Authors: Wenqi Xian, Zhengqi Li, Matt Fisher, J Eisenmann, Eli Shechtman and Noah Snavely

Leveraging Vision Reconstruction Pipelines for Satellite Imagery

ICCVW 2019

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Authors: Kai Zhang, Jin Sun and Noah Snavely

Few-Shot Learning with Localization in Realistic Settings

CVPR 2019

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Authors: Davis Wertheimer and Bharath Hariharan

Learning the Depths of Moving People by Watching Frozen People

CVPR 2019

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Authors: Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu and Bill Freeman

Pushing the Boundaries of View Extrapolation with Multiplane Images

CVPR 2019

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Authors: Pratul Srinivasan, Richard Tucker, Jon Barron, Ravi Ramamoorthi, Ren Ng and Noah Snavely

Neural Rerendering in the Wild

CVPR 2019

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Authors: Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely and Ricardo Martin-Brualla

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

CVPR 2019

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Authors: Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely and Yoav Artzi

DeepView: View Synthesis with Learned Gradient Descent

CVPR 2019

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Authors: John Flynn, Michael Broxton, Paul Debevec, Matthew DuVall, Graham Fyffe, Ryan Overbeck, Noah Snavely and Richard Tucker

Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

CVPR 2019

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Authors: Yan Wang, Wei-Lun Chao, Divyansh Garg, Bharath Hariharan, Mark Campbell and Kilian Q. Weinberger

Anytime Stereo Image Depth Estimation on Mobile Devices

ICRA 2019

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Authors: Yan Wang, Zihang Lai, Gao Huang, Brian H. Wang, Laurens van der Maaten, Mark Campbell and Kilian Q. Weinberger

LDLS: 3D Object Segmentation through Label Diffusion from 2D Images

RA-L, IROS 2019

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Authors: Brian H. Wang, Wei-Lun Chao, Yan Wang, Bharath Hariharan, Kilian Q. Weinberger and Mark Campbell

Vision-only 3D Tracking for Self-Driving Cars

CASE 2019

Authors: Carlos Diaz-Ruiz, Yan Wang, Wei-Lun Chao, Kilian Q. Weinberger and Mark Campbell

2018

Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning

NeurIPS 2018

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Authors: Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson and Mohammad Norouzi

Ambient sound propagation

SIGGRAPH Asia 2018

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Authors: Zechen Zhang, Nikunj Raghuvanshi, John Snyder and Steve Marschner

Interactive Design of Periodic Yarn-Level Cloth Patterns

SIGGRAPH Asia 2018

Authors: Jonathan C. Leaf, Rundong Wu, Eston Schweickart and Steve Marschner

A radiative transfer framework for non-exponential media

SIGGRAPH Asia 2018

Authors: Benedikt M. Bitterli, Srinath Ravichandran, Thomas Müller, Magnus Wrenninge, Jan Novák, Steve Marschner and Wojciech Jarosz

Appearance Capture and Modeling of Human Teeth

SIGGRAPH Asia 2018

Authors: Zdravko Velinov, Marios Papas, Derek Bradley, Paulo Gotardo, Steve Marschner and Thabo Beeler

Inverse Transport Networks

ArXiv 2018

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Authors: Chengqian Che, Fujun Luan, Shuang Zhao, Kavita Bala and Ioannis Gkioulekas

Learning Single-View 3D Reconstruction with Limited Pose Supervision

ECCV 2018

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Authors: Bharath Hariharan, Guandao Yang, Yin Cui and Serge Belongie

CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering

ECCV 2018

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Authors: Zhengqi Li and Noah Snavely

Learning Material-Aware Local Descriptors for 3D Shapes

3DV 2018

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Authors: Hubert Lin, Balazs Kovacs and Kavita Bala

Stereo Magnification: Learning View Synthesis using Multiplane Images

SIGGRAPH 2018

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Authors: Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe and Noah Snavely

Rendering Specular Microgeometry with Wave Optics

SIGGRAPH 2018

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Authors: Ling-Qi Yan, Miloš Hašan, Bruce Walter, Steve Marschner and Ravi Ramamoorthi

Mechanical Characterization of Structured Sheet Materials

SIGGRAPH 2018

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Authors: Christian Schumacher, Steve Marschner, Markus Gross and Bernhard Thomaszewski

Layer-structured 3D Scene Inference

ECCV 2018

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Authors: Shubham Tulsiani, Richard Tucker and Noah Snavely

Context-Aware Asset Search for Graphic Design

IEEE Transactions on Visualization and Computer Graphics, 2018

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Authors: Balazs Kovacs, Peter O'Donovan, Kavita Bala and Aaron Hertzmann

Low-shot Learning from Imaginary Data

CVPR 2018

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Authors: Yu-xiong Wang, Bharath Hariharan and Ross Girshick

Resource Aware Person Re-identification across Multiple Resolutions

CVPR 2018

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Authors: Yan Wang, Lequn Wang, Yurong You, Xu Zou, Vincent Chen, Serena Li, Gao Huang, Bharath Hariharan and Bernhard Thomaszewski

Learning Intrinsic Image Decomposition from Watching the World

CVPR 2018

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Authors: Zhengqi Li and Noah Snavely

Deep Painterly Harmonization

EGSR 2018

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Authors: Fujun Luan, Sylvain Paris, Eli Shechtman and Kavita Bala

MegaDepth: Learning Single-View Depth Prediction from Internet Photos

CVPR 2018

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Authors: Zhengqi Li and Noah Snavely

2017

Deep Photo Style Transfer

CVPR 2017

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Authors: Fujun Luan, Sylvain Paris, Eli Shechtman and Kavita Bala

Fast Rendering of Fabric Micro-Appearance Models Under Directional and Spherical Gaussian Lights

SIGGRAPH Asia 2017

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Authors: Pramook Khungurn, Rundong Wu, Steve Marschner and Kavita Bala

Animating Elastic Rods with Sound

SIGGRAPH 2017

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Authors: Doug L. James and Steve Marschner

Printing Anisotropic Appearance With Magnetic Flakes

SIGGRAPH 2017

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Authors: Thiago Pereira, Carolina L. A. Paes Leme, Steve Marschner and Szymon Rusinkiewicz

Balancing Zero-Sum Games with One Variable Per Strategy

AIIDE 2017

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Authors: Albert Liu and Steve Marschner

Shading annotations in the wild

CVPR 2017

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Authors: Balazs Kovacs, Sean Bell, Noah Snavely and Kavita Bala

Deep Feature Interpolation For Image Content Changes

CVPR 2017

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Authors: Noah Snavely

StreetStyle: Exploring world-wide clothing styles from millions of photos

arXiv, June 2017

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Authors: Kevin Matzen, Kavita Bala and Noah Snavely

Intrinsic Decompositions for Image Editing

Eurographics State of the Art Reports 2017

Website

Authors: Nicolas Bonneel, Balazs Kovacs, Sylvain Paris and Kavita Bala

Fiber-Level On-the-Fly Procedural Textiles

EGSR 2017

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Authors: Fujun Luan, Shuang Zhao and Kavita Bala

Azimuthal Scattering from Elliptical Hair Fibers

ACM Transactions on Graphics 36:2 (2017)

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Authors: Pramook Khungurn and Steve Marschner

2016

What makes rotations averaging hard?

ECCV 2016

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Authors: Kyle Wilson, David Bindel and Noah Snavely

Interactive Consensus Games for Labeling Images

HComp 2016

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Authors: Paul Upchurch, Daniel Sedra, Andrew Mullen, Haym Hirsh and Kavita Bala

Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks

CVPR 2016

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Authors: Sean Bell, C. Lawrence Zitnick, Kavita Bala and Ross Girshick

Do-It-Yourself Lighting Design for Product Videography

ICCP 2016

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Authors: Ivaylo Boyadzhiev, Jiawen Chen, Sylvain Paris and Kavita Bala

Fitting Procedural Yarn Models for Realistic Cloth Rendering

SIGGRAPH 2016

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Authors: Shuang Zhao, Fujun Luan and Kavita Bala

2015

Predicting Appearance from Measured Microgeometry of Metal Surfaces

ACM Transactions on Graphics, 2015

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Authors: Zhao Dong, Bruce Walter, Steve Marschner and Donald P. Greenberg