Hierarchical feature attention with bottleneck attention modules for multi-branch classification

• Main Author: Gan, Ryan
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/177332
• Institution: Nanyang Technological University

While existing attention mechanisms often focus on pre-processing images, fine-grained classification tasks benefit from leveraging hierarchical relationships within categories. For example, classifying bird species involves understanding broader categories like orders and families. This inherent...