Multimedia Information Processing Group

Yuan Gao

PhD Student

Hermann-Rodewald-Straße 3, R. 311 (HRS 3)
Phone: +49 431 880-4448
Telefax: +49 431 880-4845
yga@informatik.uni-kiel.de

Short CV

  • 2015 - 2019
PhD student, Kiel University, Germany
  • 2012 - 2015     
M.S. Peking University, Beijing, China
  Discipline: Computer Application Technology
  Thesis: "Smile Detection and Gender Identification Methods based on Self-Similarity of Gradients Features"
  • 2008 - 2012
B.E. Xidian University, Xi’an, China
  Discipline: Intelligence Science and Technology

Research topics

Densely-Sampled Light Field (DSLF) Reconstruction for Static and Dynamic scenes, Rigid and Non-Rigid 3D Reconstruction using Kinect V2.

Projects:
Light Field Capturing

Personal Website
Project Website

Publications (during PhD)


Yuan Gao, Matthias Ziegler, Frederik Zilly, Sandro Esquivel and Reinhard Koch
A Linear Method for Recovering the Depth of Ultra HD Cameras Using a Kinect V2 Sensor
IAPR International Conference on Machine Vision Applications (MVA), 2017, pp. 494-497
DOI, Open access version

Yuan Gao, Sandro Esquivel, Reinhard Koch, Matthias Ziegler, Frederik Zilly, and Joachim Keinert
A Novel Kinect V2 Registration Method for Large-Displacement Environments Using Camera and Scene Constraints
IEEE International Conference on Image Processing (ICIP), 2017, pp. 997-1001
DOI, Open access version, Presentation Slides

Yuan Gao, Sandro Esquivel, Reinhard Koch, and Joachim Keinert
A Novel Self-Calibration Method for a Stereo-ToF System Using a Kinect V2 and Two 4K GoPro Cameras
International Conference on 3D Vision (3DV), 2017, pp. 21-28
DOI, Open access version

Yuan Gao and Reinhard Koch
Parallax View Generation for Static Scenes Using Parallax-Interpolation Adaptive Separable Convolution 
IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2018​​​​, pp. 1-4
DOI, Open access version

Yuan Gao, Tim Michels and Reinhard Koch
A Novel Kinect V2 Registration Method Using Color and Deep Geometry Descriptors
European Signal Processing Conference (EUSIPCO), 2018, pp. 201-205
DOI, Open access version

Yuan Gao, Reinhard Koch, Robert Bregovic and Atanas Gotchev
Light Field Reconstruction Using Shearlet Transform in TensorFlow
IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2019, pp. 612-612
DOI, Open access version

Yuan Gao, Robert Bregovic, Atanas Gotchev and Reinhard Koch
MAST: Mask-Accelerated Shearlet Transform for Densely-Sampled Light Field Reconstruction
IEEE International Conference on Multimedia and Expo (ICME), 2019, pp. 187-192
DOI, Open access version

Yuan Gao, Reinhard Koch, Robert Bregovic and Atanas Gotchev
IEST: Interpolation-Enhanced Shearlet Transform for Light Field Reconstruction Using Adaptive Separable Convolution
European Signal Processing Conference (EUSIPCO), 2019 (accepted)
DOI, Open access version

Yuan Gao, Reinhard Koch, Robert Bregovic and Atanas Gotchev
FAST: Flow-Assisted Shearlet Transform for Densely-sampled Light Field Reconstruction
IEEE International Conference on Image Processing (ICIP), 2019, pp. 3741-3745
DOI, Open access version