ESR6 – Jizhen Cai

Jizhen Cai

Country of Origin: China
Host Institution: C2RMF

Background:

Jizhen completed the master of science in Simulation and Visualization in NTNU (Norwegian University of Science and Technology). His interests include Data Processing, Machine Learning and Deep Learning.

Aspirations within projects:

Main objectives of this work include:

  • Identify data representations and cross-analysis with heterogeneous multimodal inputs available at the museums- 2D and 3D imaging.
  • Visualisation of data from heterogeneous sources
  • Construct data fusion model with computing analysis and other information as object historical data for restoration.
  •  Use of the change monitoring methods to analyse paintings and statues at the Louvre museum.

In this project, Jizhen believes his knowledge and skills in data processing and visualization would be quite helpful.  Additionally, he is looking forward to cooperating with other researchers within this exciting CHANGE project. 

ESR6: Development of multi modal image data fusion methods for change monitoring

Objectives

  • Identify data representations and cross-analysis with heterogeneous multi modal inputs available at the museums- 2D and 3D imaging (e.g., spectral, 3D surface, tomography X3D, fluoX, and chemical imaging).
  • Visualization of data from heterogeneous sources.
  • Construct data fusion model with computing analysis and other information as object historical data for restoration.
  • Use of the change monitoring methods to analyse paintings and statues at the Louvre museum.

Main Supervisor:

Co-Supervisor(s):