Pyramid graph networks with connection attentions for region-based one-shot semantic segmentation

• Main Authors: Zhang, Chi, Lin, Guosheng, Liu, Fayao, Guo, Jiushuang, Wu, Qingyao, Yao, Rui
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Task Analysis; Image Segmentation
• Online Access: https://hdl.handle.net/10356/144393
• Institution: Nanyang Technological University

One-shot image segmentation aims to undertake the segmentation task of a novel class with only one training image available. The difficulty lies in that image segmentation has structured data representations, which yields a many-to-many message passing problem. Previous methods often simplify it to...