Second-order encoding networks for semantic segmentation

• Published in: Neurocomputing (Amsterdam) Vol. 445; pp. 50 - 60
• Main Authors: Sun, Qiule, Zhang, Zhimin, Li, Peihua
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 20.07.2021
• Subjects: Context modeling; Covariance pooling; Multi-modal distributions; Semantic segmentation; Multi-modal distributions; Covariance pooling; Semantic segmentation; Context modeling

Recently most of the state-of-the-art semantic segmentation methods have focused on context modeling for more accurate prediction. As real-world images often contain multiple objects and stuff, image features may have complex and multi-modal distributions. However, existing methods do not fully cons...