RGB-NIR image fusion

• Main Author: Pan, Liangyi
• Other Authors: Lap-Pui Chau
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/148972
• Institution: Nanyang Technological University

Image processing techniques, such as linear filters and non-linear filters were studied and gaussian filter was used. Various Convolutional Neural Networks variants were also introduced and evaluated based on their ability in feature extraction. A pre-trained VGG-19 network using ImageNet weig...