SuperClass: A Deep Duo-Task Learning Approach to Improving QoS in Image-driven Smart Urban Sensing Applications

Yang Zhang,Ruohan Zong,Lanyu Shang,Md Tahmid Rashid,Dong Wang

2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS)（2021）

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摘要

Image-driven smart urban sensing (ISUS) has emerged as a powerful sensing paradigm to capture abundant visual information about the urban environment for intelligent city monitoring, planning, and management. In this paper, we focus on a Classification and Super-resolution Coupling (CSC) problem in ISUS applications, where the goal is to explore the interdependence between two critical tasks (i.e....

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