Research Project
Image Denoising Using Vision Transformer
Research Team
Lead Researchers:
-
Xiyi Hang
Collaborators:
Student Team:
- Hong Shen
- Alex Calderon-Perez
- Francisco Hernandez
*Alumni
Funding
- Funding Organization:
- Funding Program:
Abstract
This project aim to develop new deep learning models for image denoising. The new model will be designed by combining vision transformer, depth-wise convolution, and dynamic convolution. The model will be evaluated by comparison with the state-of-the-art swim-transformer model.
Motivation/Research Problem
Research Objectives
Research Methods/Approach
Research Results and Deliverables
Research Timeline
Start Date:
End Date:
Research Team
Lead Researchers:
-
Xiyi Hang
Collaborators:
Student Team:
- Hong Shen
- Alex Calderon-Perez
- Francisco Hernandez
*Alumni
Funding
- Funding Organization:
- Funding Program: