Deep learning for video segmentation

• Main Author: Tan, Clement Xian Ren
• Other Authors: Lin Guosheng
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/76976
• Institution: Nanyang Technological University

In recent years, CNNs have been the methodology used in multiple Computer Vision tasks. Although CNNs are avant-garde in image classification or object detection challenges, there are several limitations to them when it comes to semantic segmentation. When training the model, the resultant featur...