Vision transformer as image fusion model

• Main Author: Zhao, Fengye
• Other Authors: Zinovi Rabinovich
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166048
• Institution: Nanyang Technological University

Vision transformers show the state-of-art performance in vision tasks, the self attention block works not only limited to NLP tasks but also perform well in process images. In this report, I investigated whether this performance can be further extended into more detailed tasks on images by combining...