Sophia
Tuhuyangche Shanghai
  • 邮箱
  • ch123ui@163.com
Research Direction
3D Object Deep Learning
Skills
3D Object reconstruction, Deep Learning, C, C++, Python, HTML
Education Experience
2018-2021 Donghua University, Master Student
2014-2018 Donghua University, Bachelor

1

Papers
Patent
Projects
Competition Experience
Papers
Hui Cao, Haikuan Du, Siyu Zhang, Shen Cai, InSphereNet: a Concise Representation and Classification Method for 3D Object, MMM2020
Siyu Zhang, Hui Cao, Yuqi Liu, Shen Cai, Yanting Zhang, Yuanzhan Li, Xiaoyu Chi. SN-Graph: a Minimalist 3D Object Representation for Classification, ICME2021
Patent
A high-precision and multi-feature planar calibration pattern with special distortion optimization method
Projects
Behavior Recognition in Logistics Process
In charge of: object detection and segmentation, human skeleton detection with deep learning
High Precision Vision Localization System with Laser Point Cloud and Panoramic Image Fusion and Reconstruction
In charge of: feature extraction and matching, and estimating relative pose of the photo taken by the mobile phone and the matched image in the global 3D scene database
Intelligent Detection and Locating System in Industrial Assembly
In charge of: multiple objects detection with deep learning, registration and locating 3D object points with depth map
Competition Experience
CAINIAO GLOBAL TECHNOLOGY COMPETITION 2019—Intelligent Volume Measurement: Champion(1/487)
Measure the volume of an object by using a mobile phone's RGB camera only. In charge of: 3D object reconstruction with deep learning, and estimating camera pose with external calibration patterns.