Vortex-SegFormer: a transformer-based vortex detection method

• Main Author: Lim, Nicky
• Other Authors: Ke Yiping, Kelly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Transformer; Vortex; Machine learning; Deep learning; SegFormer; Computer vision; Image segmentation; Vorticity; Artificial intelligence
• Online Access: https://hdl.handle.net/10356/175172
• Institution: Nanyang Technological University

The identification of vortices plays a critical role in various domains, such as fluid dynamics, weather forecasting, and engineering systems. Existing vortex detection methods are typically categorized into global, local, and machine learning-based methods. Global methods provide high accuracy but...