JIGSAW: Edge-based streaming perception over spatially overlapped multi-camera deployments

• Main Authors: GOKARN, Ila, HU, Yigong, ABDELZAHER, Tarek, MISRA, Archan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Edge AI; Machine Perception; Canvas-based Processing; Artificial Intelligence and Robotics; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/9222; https://ink.library.smu.edu.sg/context/sis_research/article/10226/viewcontent/ICME2024_JigSaw_Cameraready.pdf
• Institution: Singapore Management University

We present JIGSAW, a novel system that performs edge-based streaming perception over multiple video streams, while additionally factoring in the redundancy offered by the spatial overlap often exhibited in urban, multi-camera deployments. To assure high streaming throughput, JIGSAW extracts and spat...