Language-guided object segmentation

• Main Author: John Benedict, Remelia Shirlley
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Artificial intelligence
• Online Access: https://hdl.handle.net/10356/175326
• Institution: Nanyang Technological University

Language-guided Video Object Segmentation (LVOS) is a multi-modal AI task that segments objects in videos based on natural language expressions. Although there has been significant research on Referring-Video Object Segmentation (R-VOS), which enables LVOS, these methods still face limitations that...