Inter-region affinity distillation for road marking segmentation

• Main Authors: Hou, Yuenan, Ma, Zheng, Liu, Chunxiao, Hui, Tak-Wai, Loy, Chen Change
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Inter-Region Affinity Knowledge Distillation; Road Marking Segmentation
• Online Access: https://hdl.handle.net/10356/161798; https://openaccess.thecvf.com/menu
• Institution: Nanyang Technological University

We study the problem of distilling knowledge from a large deep teacher network to a much smaller student net- work for the task of road marking segmentation. In this work, we explore a novel knowledge distillation (KD) ap- proach that can transfer ‘knowledge’ on scene structure more effectively...