Graph-based model on limited dataset: land cover semantic segmentation in remote sensing image analysis

• Main Author: Seah, Lyndon
• Other Authors: Ke Yiping, Kelly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/165982
• Institution: Nanyang Technological University

Land cover semantic segmentation in remote sensing image analysis is essential for various applications. However, the success of deep learning models like convolutional neural networks (CNN) relies on large-scale datasets, which can be challenging to acquire. This project investigates the gene...