Fine-grained image classification using deep learning

• Main Author: Sun, Deguang
• Other Authors: Yap Kim Hui
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/154664
• Institution: Nanyang Technological University

Fine-grained image categorization, also known as sub-category recognition, is a popular research topic in computer vision and pattern recognition in recent years. The goal of this task is to classify images belonging to the same basic category (e.g., car, dog, flower, bird, etc.) into more detailed...