Graph feature representation network on image compression

• Main Author: Xing, Ziyan
• Other Authors: Anamitra Makur
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Image compression; Graph representation; Deep learning method; End-to-end compression; Convolutional block attention module
• Online Access: https://hdl.handle.net/10356/175527
• Institution: Nanyang Technological University

This dissertation investigates image compression algorithms integrating deep learning techniques. Due to the popularity of internet technology and smart devices, the need for image signals as the primary medium for information transmission is growing at an alarming rate, so a new compression techniq...