MRIM: Enabling Mixed-Resolution Imaging for low-power pervasive vision tasks

• Main Authors: WU, Jiyan, SUBASHARAN, Vithurson, TRAN, Tuan, MISRA, Archan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Mixed resolution; imaging tasks; energy consumption; Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7165; https://ink.library.smu.edu.sg/context/sis_research/article/8167/viewcontent/a5_wu_final_MRIM.pdf
• Institution: Singapore Management University

While many pervasive computing applications increasingly utilize real-time context extracted from a vision sensing infrastructure, the high energy overhead of DNN-based vision sensing pipelines remains a challenge for sustainable in-the-wild deployment. One common approach to reducing such energy ov...