Enabling criticality-aware optimized machine perception at the edge

• Main Author: GOKARN, Ila Nitin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Visual Machine Perception; Edge Computing; Canvas-based Processing; Criticality-Aware Processing; Edge Optimization; RGB Cameras; Neuromorphic Cameras; Event Cameras; Canvas-based Scheduling; Multi-Camera Systems; Computer Sciences
• Online Access: https://ink.library.smu.edu.sg/etd_coll/609; https://ink.library.smu.edu.sg/context/etd_coll/article/1608/viewcontent/PhD_Dissertation_GPIS_AY2019_PhD_Gokarn_Ila_Nitin.pdf
• Institution: Singapore Management University

Cyber-physical systems and applications have fundamentally changed people and processes in the way they interact with the physical world, ushering in the fourth industrial revolution. Supported by a variety of sensors, hardware platforms, artificial intelligence and machine learning models, and syst...