Heng Guo(086)18582521993 | heng.guo@ist.osaka-u.ac.jp | Google Scholar |Homepage

Education
University of Electronic Science and Technology of China (UESTC)
Bachelor of Electronic Engineer

Aug. 2015  Sep. 2011

University of Electronic Science and Technology of China (UESTC)
Master of Signal Processing | Supervisors: Bing Zeng, Shuaicheng Liu

Aug. 2018  Sep. 2015

Osaka University
Doctor of Computer Science | Supervisors: Yasuyuki Matsushita, Boxin Shi

Chengdu, China

Chengdu, China

Osaka, Japan

Present  Sep. 2018

Experience
Research Assistant
Osaka University
Research Intern
Japan Institute of Oppo Mobile Telecommunications Corp., Ltd•

Depth estimation from dual-pixel sensors.

Research Intern
AI Lab of Qihoo 360 Technology Corp., Ltd.
••

Propose a real-time video stabilization algorithm for user-captured videos with 0.5s delay.
Implement an android application for real-time video stabilization.

Osaka, JapanOct. 2018  PresentYokohama, Japan

June 2020  Oct. 2020
Beijing, China

June 2016  Jan. 2017

HonorsExcellent Master Thesis of UESTC (Top 3%)
Excellent Postgraduate of UESTC (Top 6%))
National Scholarship of China(Top 2%))
Academic Scholarship of UESTC (Top 10%)
Excellent Graduate of UESTC (Top 7%)
The 1st Prize of National College Student Information Security Contest
The 2nd Prize of National Undergraduate Electronics Design Contest
People's Scholarship (Top 15%)

June 2018
June 2018
Oct. 20172015 & 2016 & 2017
Sep. 2015
July 2014
Sep. 20132011 & 2012 & 2013

Publication(∗ Equal contribution, † Corresponding author.)[1]Heng Guo∗ , Jieji Ren∗ , Feishi Wang∗ , Boxin Shi, Mingjun Ren, Yasuyuki Matsushita. DiLiGenRT: A
Photometric Stereo Dataset with Quantied Roughness and Translucency. IEEE Conference on Computer
Vision and Pattern Recognition. (CVPR 2024).

†[2] Yufei Han, Heng Guo , Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, Yunpeng Jia.

NeRSP: Neural 3D Reconstruction for Reective Objects with Sparse Polarized Images. IEEE Conference on
Computer Vision and Pattern Recognition. (CVPR 2024).
∗∗∗[3] Feishi Wang , Jieji Ren , Heng Guo , Mingjun Ren, Boxin Shi. DiLiGenT-Pi: Photometric Stereo for Planar

Surfaces with Rich Details  Benchmark Dataset and Beyond. International Conference on Computer Vision.
(ICCV 2023).
[4] Jun Hoong Chan, Bohan Yu, Heng Guo, Jieji Ren, Zongqing Lu, Boxin Shi. ReLeaPS: Reinforcement
Learning-based Illumination Planning for Generalized Photometric Stereo. International Conference onComputer Vision. (ICCV 2023).
†[5] Jipeng Lv, Heng Guo , Guanying Chen, Jinxiu Liang, Boxin Shi. Non-Lambertian Multispectral Photometric

Stereo via Spectral Reectance Decomposition. International Joint Conferences on Articial Intelligence(IJCAI 2023).

[6]Heng Guo, Boxin Shi, Yasuyuki Matsushita. Neural BRDF Plugin for Unsupervised Photometric Stereo.
IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC 2023 best paper).

∗∗[7] Feiran Li , Heng Guo , Hiroaki Santo, Fumio Okura, Yasuyuki Matsushita. Learning to Synthesize

Photorealistic Dual-pixel Images from RGBD frames. International Conference on Computational
Photography (ICCP 2023).
[8] Lilika Makabe, Heng Guo, Hiroaki Santo, Fumio Okura, Yasuyuki Matsushita. Near-light Photometric Stereo
with Symmetric Lights. International Conference on Computational Photography. (ICCP 2023).
[9]Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, Yasuyuki Matsushita.
Multispectral Photometric Stereo for Spatially-Varying Spectral Reectances. International Journal ofComputer Vision. (IJCV 2022).

[10]

Heng Guo∗ , Zhipeng Mo∗ , Boxin Shi, Feng Lu, Sai-Kit Yeung, Ping Tan, Yasuyuki Matsushita. Patch-based
Uncalibrated Photometric Stereo under Natural Illumination. IEEE Transactions on Pattern Analysis andMachine Intelligence. (TPAMI 2021).

[11]

Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, Yasuyuki Matsushita.
Multispectral Photometric Stereo for Spatially-Varying Spectral Reectances: A Well-posed Problem? IEEE
Conference on Computer Vision and Pattern Recognition. (CVPR 2021).

[12]

Heng Guo, Boxin Shi, Michael Waechter, Yasuyuki Matsushita. Self-calibrating Near-light Photometric
Stereo under Anisotropic Light Emission. Meeting on Image Recognition and Understanding (MIRU 2020
outstanding paper).

[13]

Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng. View-Consistent MeshFlow for
Stereoscopic Video Stabilization. IEEE Transactions on Computational Imaging. (TCI 2018).

[14]

Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj. Joint Video Stitching andStabilization from Moving Cameras. IEEE Transactions on Image Processing (TIP 2016).

[15]

Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Bing Zeng. Joint Bundled Camera Paths for Stereoscopic Video
Stabilization. International Conference on Image Processing. (ICIP 2016) (Oral).

Service Reviewer: TPAMI, IJCV, TNNLS, CVPR, ICCV, ECCV, ACCV