Weakly-supervised cross-domain road scene segmentation via multi-level curriculum adaptation

• Main Authors: Lv, Fengmao, Lin, Guosheng, Liu, Peng, Yang, Guowu, Pan, Sinno Jialin, Duan, Lixin
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Semantic Segmentation; Domain Adaptation
• Online Access: https://hdl.handle.net/10356/160522
• Institution: Nanyang Technological University

Semantic segmentation, which aims to acquire pixel-level understanding about images, is among the key components in computer vision. To train a good segmentation model for real-world images, it usually requires a huge amount of time and labor effort to obtain sufficient pixel-level annotations of re...