Heng Guo 郭亨

Specially Appointed Researcher (特聘研究员)

PRIS Lab
School of Artificial Intelligence
Beijing University of Posts and Telecommunications

Email: guoheng [at] bupt.edu.cn
[GITHUB] [CV] [Google Scholar]

★ Looking for MPhil/PhD students (2025 Fall) and RAs to work with me at BUPT.


About Me

I received my Ph.D. (Oct. 2018 - Mar. 2022) from Osaka University under the supervision of Prof. Yasuyuki Matsushita and Prof. Boxin Shi. Previously I obtained my Master and Bachelor degree in 2018 and 2015, both from University of Electronic Science and Technology of China (UESTC), under the supervision of Prof. Bing Zeng and Prof. Shuaicheng Liu. My research interest includes computational photograpy and computer vision.

News

  • [2024/02] Two papers are accepted by CVPR 2024!
  • [2023/07] Two papers are accepted by ICCV 2023!
  • [2023/07] One paper is accepted by IC-NIDC 2023!
  • [2023/07] Two papers are accepted by ICCP 2023!
  • [2023/05] One paper is accepted by IJCAI 2023!
  • [2022/03] Obtain my Ph.D degree!
  • Publications

    DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency
    Heng Guo, Jieji Ren, Feishi Wang, Mingjun Ren, Boxin Shi, Yasuyuki Matsushita
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024).
    [Paper] [Project page]
    NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
    Yufei Han, Heng Guo*, Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, Yunpeng Jia
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024).
    [Paper] [Project page][Code]
    ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo
    Jun Hoong Chan, Bohan Yu, Heng Guo, Jieji Ren, Zongqing Lu, Boxin Shi
    In International Conference on Computer Vision (ICCV 2023).
    [Paper] [Project page]
    DiLiGenT-Pi: Photometric Stereo for Planar Surfaces with Rich Details – Benchmark Dataset and Beyond
    Feishi Wang, Jieji Ren, Heng Guo, Mingjun Ren, Boxin Shi
    In International Conference on Computer Vision (ICCV 2023).
    [Paper] [Project page]
    Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames
    Feiran Li, Heng Guo, Hiroaki Santo, Fumio Okura, Yasuyuki Matsushita.
    In International Conference on Computational Photography (ICCP 2023).
    [Paper] [Code and dataset]
    Near-light Photometric Stereo with Symmetric Lights
    Lilika Makabe, Heng Guo, Hiroaki Santo, Fumio Okura, Yasuyuki Matsushita.
    In International Conference on Computational Photography (ICCP 2023).
    [Paper][Supp]
    Neural BRDF Plugin for Unsupervised Photometric Stereo
    Heng Guo, Boxin Shi, Yasuyuki Matsushita.

    In IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC 2023).
    [Paper][Award]
    Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition
    Jipeng Lv, Heng Guo, Guanying Chen, Jinxiu Liang, Boxin Shi.
    In International Joint Conferences on Artificial Intelligence (IJCAI 2023).
    [Paper] [Code and dataset]
    Edge-preserving Near-light Photometric Stereo with Neural Surfaces
    Heng Guo, Hiroaki Santo, Boxin Shi, Yasuyuki Matsushita.
    Pre-print [Paper][Code]
    Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances
    Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, Yasuyuki Matsushita.
    In International Journal of Computer Vision (IJCV 2022).
    [Paper] [Video] [MPS data]
    Patch-based Uncalibrated Photometric Stereo under Natural Illumination
    Heng Guo, Zhipeng Mo, Boxin Shi, Feng Lu, Sai-Kit Yeung, Ping Tan, Yasuyuki Matsushita.
    In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021).
    [Paper]
    Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A well posed probelm?
    Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, Yasuyuki Matsushita.
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021).
    [Paper] [Video] [Slide] [Poster][Code]
    Self-calibrating Near-light Photometric Stereo under Anisotropic Light Emission
    Heng Guo, Boxin Shi, Michael Waechter, Yasuyuki Matsushita.
    In Meeting on Image Recognition and Understanding (MIRU 2020). (Best Student Paper)
    [Paper] [Award]
    View-Consistent MeshFlow for Stereoscopic Video Stabilization
    Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng.
    In IEEE Transactions on Computational Imaging (TCI 2018).
    [Paper] [Video]
    Joint Bundled Camera Paths for StereoScopic Video Stabilization
    Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Bing Zeng
    In International Conference on Image Processing (ICIP 2016) (Oral)
    [Paper] [Website]
    Joint Video Stitching and Stabilization from Moving Cameras
    Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj.
    In IEEE Transactions on Image Processing (TIP 2016)
    [Paper] [Website]