Image matching for 3D reconstruction

• Main Author: Zhang, Yixuan
• Other Authors: Tan Yap Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/172862
• Institution: Nanyang Technological University

In this dissertation, we introduce LoGLUE, a novel method of image matching for 3D reconstruction that produces results for matching images with low texture. Compared with current image matching methods, we design a backbone with the Convolutional Neural Network (CNN) to extract both coarse- and fi...