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<html>
<head>
<title>Heng's Homepage </title>
</head>
<body style="font-size: 24px;">
<table border=0 width=1200px align=center>
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<img img width=180 src="portrait/logo_bupt.png">
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<font face="helvetica, ariel, 'sans serif'" size="6">
<strong>Heng Guo 郭亨</strong><br>
<br>
</font>
<font face="helvetica, ariel, 'sans serif'" size="4">
Specially Appointed Researcher (特聘研究员)
<br>
<br>
PRIS Lab
<br>
School of Artificial Intelligence
<br>
Beijing University of Posts and Telecommunications
<br>
<br>
Email: guoheng [at] bupt.edu.cn
<br>
<a href="https://github.com/GH-HOME">[GITHUB] </a>
<a href="CV/CV_en.pdf"> [CV] </a>
<a href="https://scholar.google.com/citations?hl=zh-CN&view_op=list_works&gmla=AJsN-F5heF8L-qMhjxAo6o2tbLndAtQ9I1oj0TlCmTe2EP0C8RxEg9-inIZhyzvQ_WCVHzWUsymOWie8WAseZZT_O2RY1NgpYtYNp24rNMEyRgyL93YVpts&user=HKu6gF4AAAAJ"> [Google Scholar] </a>
<br>
<p style="margin-top: 8px; margin-bottom: 8px;"></p>
<font color="red"><highlight>★
Looking for MPhil/PhD students (2025 Fall) and RAs to work with me at BUPT.
</highlight></font>
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<td width = "45%" align="right">
<img height=300 src="portrait/portrait.jpg" border="2">
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</table>
<p>
<hr size="1" align="left" noshade>
<p>
<font face="helvetica, ariel, 'sans serif'">
<h2>About Me</h2>
I received my Ph.D. (Oct. 2018 - Mar. 2022) from Osaka University under the supervision of <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Prof. Yasuyuki Matsushita</a> and Prof. <a href="https://camera.pku.edu.cn/People.htm">Boxin Shi</a>. Previously I obtained my Master and Bachelor degree in 2018 and 2015, both from University of Electronic Science and Technology of China (<strong><a href="http://www.uestc.edu.cn/">UESTC</a></strong>), under the supervision of Prof. Bing Zeng and <a href="http://www.liushuaicheng.org">Prof. Shuaicheng Liu</a>.
My research interest includes computational photograpy and computer vision.
<h2>News</h2>
<li><strong>[2024/02]</strong> Two papers are accepted by CVPR 2024! </li>
<li><strong>[2023/07]</strong> Two papers are accepted by ICCV 2023! </li>
<li><strong>[2023/07]</strong> One paper is accepted by IC-NIDC 2023! </li>
<li><strong>[2023/07]</strong> Two papers are accepted by ICCP 2023! </li>
<li><strong>[2023/05]</strong> One paper is accepted by IJCAI 2023! </li>
<li><strong>[2022/03]</strong> Obtain my Ph.D degree! </li>
<h2>Publications </h2>
<font face="helvetica, ariel, 'sans serif'">
<table border="0" cellpadding="20" cellspacing="3" >
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<td style="padding:20px;width:25%;vertical-align:middle">
<img width="320" src="project/CVPR24/guo/DiLiGenRT.jpg" border="3">
</td>
<td style="padding:20px;width:75%;vertical-align:middle">
<strong> DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency</strong> <br>
<strong>Heng Guo</strong>,
Jieji Ren,
Feishi Wang,
Mingjun Ren,
Boxin Shi,
<a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>
<br>
In <em>IEEE Conference on Computer Vision and Pattern Recognition </em> (<strong>CVPR 2024</strong>).
<br>
[<a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Guo_DiLiGenRT_A_Photometric_Stereo_Dataset_with_Quantified_Roughness_and_Translucency_CVPR_2024_paper.pdf">Paper</a>] [<a href="https://photometricstereo.github.io/diligentrt.html">Project page</a>]
</td>
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<td style="padding:20px;width:25%;vertical-align:middle">
<img width="320" src="project/CVPR24/han/NeRSP.jpg" border="3">
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<td style="padding:20px;width:75%;vertical-align:middle">
<strong>NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images</strong> <br>
<a href="https://yu-fei-han.github.io/homepage/">Yufei Han</a>,
<strong>Heng Guo*</strong>,
Koki Fukai,
<a href="https://sites.google.com/view/hiroaki-santo/">Hiroaki Santo</a>,
<a href="https://camera.pku.edu.cn/">Boxin Shi</a>,
<a href="http://cvl.ist.osaka-u.ac.jp/user/okura/">Fumio Okura</a>,
<a href="https://zhanyuma.cn">Zhanyu Ma</a>,
<a href="https://sdmda.bupt.edu.cn/info/1061/1060.htm">Yunpeng Jia</a>
<br>
In <em>IEEE Conference on Computer Vision and Pattern Recognition </em> (<strong>CVPR 2024</strong>).
<br>
[<a href="https://arxiv.org/abs/2406.07111">Paper</a>] [<a href="https://yu-fei-han.github.io/NeRSP-project/">Project page</a>][<a href="https://github.com/PRIS-CV/NeRSP">Code</a>]
</td>
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<td>
<img width=320 src="project/ICCV23/chen/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo </strong> <br>
Jun Hoong Chan, Bohan Yu, <strong>Heng Guo</strong>, Jieji Ren, Zongqing Lu, Boxin Shi<br>
In <em>International Conference on Computer Vision </em> (<strong>ICCV 2023</strong>). <br>
[<a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Chan_ReLeaPS__Reinforcement_Learning-based_Illumination_Planning_for_Generalized_Photometric_Stereo_ICCV_2023_paper.pdf">Paper</a>] [<a href="https://jhchan0805.github.io/ReLeaPS/">Project page</a>]
</td>
</tr>
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<td>
<img width=320 src="project/ICCV23/wang/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>DiLiGenT-Pi: Photometric Stereo for Planar Surfaces with Rich Details – Benchmark Dataset and Beyond </strong> <br>
Feishi Wang, Jieji Ren, <strong>Heng Guo</strong>, Mingjun Ren, Boxin Shi<br>
In <em>International Conference on Computer Vision </em> (<strong>ICCV 2023</strong>). <br>
[<a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Wang_DiLiGenT-Pi_Photometric_Stereo_for_Planar_Surfaces_with_Rich_Details_-_ICCV_2023_paper.pdf">Paper</a>] [<a href="https://photometricstereo.github.io/diligentpi.html">Project page</a>]
</td>
</tr>
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<td>
<img width=320 src="project/ICCP23/Li/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames </strong> <br>
Feiran Li, <strong>Heng Guo</strong>, Hiroaki Santo, Fumio Okura, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>International Conference on Computational Photography </em> (<strong>ICCP 2023</strong>). <br>
[<a href="project/ICCP23/Li/paper.pdf">Paper</a>] [<a href="https://github.com/SILI1994/Neural-Dual-Pixel-Simulator">Code and dataset</a>]
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<td>
<img width=320 src="project/ICCP23/Makabe/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>Near-light Photometric Stereo with Symmetric Lights </strong> <br>
Lilika Makabe, <strong>Heng Guo</strong>, Hiroaki Santo, Fumio Okura, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>International Conference on Computational Photography </em> (<strong>ICCP 2023</strong>). <br>
[<a href="project/ICCP23/Makabe/paper.pdf">Paper</a>][<a href="project/ICCP23/Makabe/supp.pdf">Supp</a>]
</td>
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<td>
<img width=320 src="project/ICNIDC/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>Neural BRDF Plugin for Unsupervised Photometric Stereo </strong> <br>
<strong>Heng Guo</strong>, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
<br>
In <em>IEEE International Conference on Network Intelligence and Digital Content </em> (<strong>IC-NIDC 2023</strong>). <br>
[<a href="project/ICNIDC/paper.pdf">Paper</a>][<a href="project/ICNIDC/award.png">Award</a>]
</td>
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<td>
<img width=320 src="project/IJCAI23/teaser-min.png" loop=infinite border="3">
</td>
<td align="left"><strong>Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition </strong> <br>
Jipeng Lv, <strong>Heng Guo</strong>, Guanying Chen, Jinxiu Liang, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>.
<br>
In <em>International Joint Conferences on Artificial Intelligence </em> (<strong>IJCAI 2023</strong>). <br>
[<a href="https://www.ijcai.org/proceedings/2023/0139.pdf">Paper</a>] [<a href="https://github.com/Github-Tree-0/NeuralMPS">Code and dataset</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/TPAMI22/Thumb.gif" loop=infinite border="3">
</td>
<td align="left"><strong>Edge-preserving Near-light Photometric Stereo with Neural Surfaces </strong> <br>
<strong>Heng Guo</strong>, Hiroaki Santo, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
Pre-print
[<a href="https://arxiv.org/abs/2207.04622">Paper</a>][<a href="https://github.com/GH-HOME/EPPS">Code</a>]
</td>
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<td>
<img width=320 src="project/IJCV22/teaser.png" loop=infinite border="3">
</td>
<td align="left"><strong>Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances </strong> <br>
<strong>Heng Guo</strong>, Fumio Okura, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, Takuya Funatomi, Yasuhiro Mukaigawa, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>International Journal of Computer Vision </em> (<strong>IJCV 2022</strong>). <br>
[<a href="project/IJCV22/paper.pdf">Paper</a>] [<a href="https://youtu.be/hUsMz5dCHnE">Video</a>] [<a href="https://drive.google.com/file/d/1OLY655RT7Eroyr6UZcg97DkJrRRCURHZ/view?usp=sharing">MPS data</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/TPAMI21/teaser2.png" loop=infinite border="3">
</td>
<td align="left"><strong> Patch-based Uncalibrated Photometric Stereo under Natural Illumination</strong> <br>
<strong>Heng Guo</strong>, Zhipeng Mo, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, Feng Lu, Sai-Kit Yeung, Ping Tan, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>IEEE Transactions on Pattern Analysis and Machine Intelligence </em> (<strong>TPAMI 2021</strong>). <br>
[<a href="project/TPAMI21/paper.pdf">Paper</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/CVPR21/Thumbnail.gif" loop=infinite border="3">
</td>
<td align="left"><strong>Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A well posed probelm? </strong> <br>
<strong>Heng Guo</strong>, Fumio Okura, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, Takuya Funatomi, Yasuhiro Mukaigawa, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>IEEE Conference on Computer Vision and Pattern Recognition </em> (<strong>CVPR 2021</strong>). <br>
[<a href="https://openaccess.thecvf.com/content/CVPR2021/papers/Guo_Multispectral_Photometric_Stereo_for_Spatially-Varying_Spectral_Reflectances_A_Well_Posed_CVPR_2021_paper.pdf">Paper</a>]
[<a href="https://youtu.be/jot_BPFUJko">Video</a>]
[<a href="https://docs.google.com/presentation/d/1RouZBUe5RDMA0XxLvcoLZepQxULkppMd/edit?usp=sharing&ouid=117990209997485642808&rtpof=true&sd=true">Slide</a>]
[<a href="project/CVPR21/poster.pdf">Poster</a>][<a href="https://github.com/GH-HOME/MultispectralPS">Code</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/MIRU20/MIRU2020-min.png" border="3">
</td>
<td align="left"><strong>Self-calibrating Near-light Photometric Stereo under Anisotropic Light Emission </strong> <br>
<strong>Heng Guo</strong>, <a href="http://alumni.media.mit.edu/~shiboxin/">Boxin Shi</a>, Michael Waechter, <a href="http://www-infobiz.ist.osaka-u.ac.jp/en/member/matsushita/">Yasuyuki Matsushita</a>. <br>
In <em>Meeting on Image Recognition and Understanding </em> (<strong>MIRU 2020</strong>). (Best Student Paper) <br>
[<a href="project/MIRU20/MIRU2020.pdf">Paper</a>] [<a href="project/MIRU20/award_low.pdf">Award</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/TCI18/TCI2018.PNG" border="3">
</td>
<td align="left"><strong>View-Consistent MeshFlow for Stereoscopic Video Stabilization </strong> <br>
<strong>Heng Guo</strong>, <a href="http://www.liushuaicheng.org/">Shuaicheng Liu</a>, Shuyuan Zhu, Heng Tao Shen, Bing Zeng. <br>
In <em>IEEE Transactions on Computational Imaging </em> (<strong>TCI 2018</strong>). <br>
[<a href="paper/StereoStabilization-TCI-2018.pdf">Paper</a>]
[<a href="https://youtu.be/ElmR6cOZF-8">Video</a>]
</td>
</tr>
<tr>
<td>
<img width=320 src="project/ICIP16/ICIP2016.jpg" border="3">
</td>
<td><strong>Joint Bundled Camera Paths for StereoScopic Video Stabilization </strong> <br>
<strong>Heng Guo</strong>, <a href="http://www.liushuaicheng.org/">Shuaicheng Liu</a>, Shuyuan Zhu, Bing Zeng<br>
In <em>International Conference on Image Processing </em> (<strong>ICIP 2016</strong>) (Oral)<br>
[<a href="http://www.liushuaicheng.org/ICIP2016/stabilization/StereoStb.pdf">Paper</a>] [<a href="project/ICIP16/index.html">Website</a>]<br>
</td>
</tr>
<tr>
<td>
<img width=320 src="project/TIP16/TIP2016.jpg" border="3">
</td>
<td><strong>Joint Video Stitching and Stabilization from Moving Cameras </strong> <br>
<strong>Heng Guo</strong>, <a href="http://www.liushuaicheng.org/">Shuaicheng Liu</a>, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj.<br>
In <em>IEEE Transactions on Image Processing</em> (<strong>TIP 2016</strong>) <br>
[<a href="http://www.liushuaicheng.org/TIP/VideoStitching2016/tip16.pdf">Paper</a>] [<a href="http://www.liushuaicheng.org/TIP/VideoStitching2016/index.html">Website</a>]</td>
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