Hello, welcome to Daniel Guo’s homepage. Currently, I am pursuing a PhD degree in Engineering, specializing in Computer Application Technology, in the Department of Information Science and Engineering at Ocean University of China. My advisor is Prof. Junyu Dong. My current research interests are Hand Image Understanding, including:

• Hand Pose Estimation
• Hand Shape Reconstruction
• Corresponding Applications

I am also a member of the robotics research group in OUC Vision Lab, and my project development experience includes: Gait Recognition, Emotion Recognition, Gaze Estimation, ROS-based Robotics Development, Binocular Stereo Matching, Underwater Vision and 3D Reconstruction.

Publications

CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting Shaoxiang Guo, Qing Cai, Lin Qi and Junyu Dong. Proceedings of the 31st ACM International Conference on Multimedia (ACM MM), 2023. [Code]

3D Hand Pose Estimation From Monocular RGB With Feature Interaction Module Shaoxiang Guo, Eric Rigall, Yakun Ju, Junyu Dong. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2022. [Code]

Graph-Based CNNs With Self-Supervised Module for 3D Hand Pose Estimation From Monocular RGB Shaoxiang Guo, Eric Rigall, Lin Qi, Xinghui Dong, Haiyan Li and Junyu Dong. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2021.

Transmittance Surface Detection and Material Identification Using Multitask ViT-SIFT Fusion Amanuel Hirpa Madessa, Junyu Dong, Eric Rigall, Qingxuan Lv, Hafiza Sadia Nawaz Nawaz, Israel Mugunga and Shaoxiang Guo. IEEE Transactions on Instrumentation and Measurement (IEEE T-IM), 2022.

Incorporating lambertian priors into surface normals measurement Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong IEEE Transactions on Instrumentation and Measurement (IEEE T-IM), 2021.

An Encoder-Decoder Network with Residual and Attention Blocks for Full-Face 3D Gaze Estimation Xinyuan Song, Shaoxiang Guo, Zhenfu Yu and Junyu Dong International Conference on Image, Vision and Computing (ICIVC), 2022.

Honors and Awards

• National Scholarship (PhD), Ocean University of China & Ministry of Education of the People’s Republic of China, 2022
• Academic Scholarship, Ocean University of China, 2020-2023
• LEICE Chuangxin “Minzhi” Scholarship, Ocean University of China, 2023
• Excellent Graduate Student, Ocean University of China, 2023
• Excellent Graduate Student, Ocean University of China, 2021
• “Internet+” Innovation and Entrepreneurship Competition, Second Prize, Ocean University of China, 2021
• Second Class Academic Scholarship, Ocean University of China, 2018-2019
• Mobile Robotics Challenge, First Prize, ROS Summer School, Tsinghua University (Shenzhen), 2018
• LiDAR Recognition Challenge, Second Prize, ROS Summer School, Tsinghua University (Shenzhen), 2018

Educations

• PhD Candidate, Computer Application Technology, Faculty of Information Science and Engineering, Ocean University of China, 2020-present
• Master’s Degree, Software Engineering, School of Information Science and Engineering, Ocean University of China, 2017-2020
• Bachelor’s Degree, Software Engineering, School of Information Science and Engineering, Qufu Normal University, 2013-2017