Deep learning approaches for object co-segmentation and one-shot segmentation

• Main Author: Li, Guankai
• Other Authors: Lin Guosheng
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/149937
• Institution: Nanyang Technological University

Image co-segmentation is an active computer vision task that aims to discover and segment the shared objects given multiple images. Recently, researchers design various learning-based algorithms to handle the co-segmentation task. The main difficulty in this task is how to effectively transfer infor...