Edgeduet: Tiling small object detection for edge assisted autonomous mobile vision

• Main Authors: WANG, Xu, YANG, Zheng, WU, Jiahang, ZHAO, Yi, ZHOU, Zimu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6747; https://ink.library.smu.edu.sg/context/sis_research/article/7750/viewcontent/infocom21_wang.pdf
• Institution: Singapore Management University

Accurate, real-time object detection on resource-constrained devices enables autonomous mobile vision applications such as traffic surveillance, situational awareness, and safety inspection, where it is crucial to detect both small and large objects in crowded scenes. Prior studies either perform ob...