Self-regularized prototypical network for few-shot semantic segmentation

• Main Authors: Ding, Henghui, Zhang, Hui, Jiang, Xudong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Few-Shot Segmentation; Prototype
• Online Access: https://hdl.handle.net/10356/164665
• Institution: Nanyang Technological University

The deep CNNs in image semantic segmentation typically require a large number of densely-annotated images for training and have difficulties in generalizing to unseen object categories. Therefore, few-shot segmentation has been developed to perform segmentation with just a few annotated examples....