Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing

Abstract This paper proposes a generalized self-cueing real-time attention scheduling framework for DNN-based visual machine perception pipelines on resource-limited embedded platforms. Self-cueing means we identify subframe-level regions of interest in a scene internally by exploitin...

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Bibliographic Details
Main Authors: Liu, Shengzhong, Fu, Xinzhe, Hu, Yigong, Wigness, Maggie, David, Philip, Yao, Shuochao, Sha, Lui, Abdelzaher, Tarek
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Springer US 2023
Online Access:https://hdl.handle.net/1721.1/150910