Multi-resolution design for large-scale and high-resolution monitoring

Kuan-Wen Chen*, Chih Wei Lin, Tzu Hsuan Chiu, Mike Yen Yang Chen, Yi Ping Hung

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

Large-scale and high-resolution monitoring systems are ideal for many visual surveillance applications. However, existing approaches have insufficient resolution and low frame rate per second, or have high complexity and cost. We take inspiration from the human visual system and propose a multi-resolution design, e-Fovea, which provides peripheral vision with a steerable fovea that is in higher resolution. In this paper, we firstly present two user studies, with a total of 36 participants, to compare e-Fovea to two existing multi-resolution visual monitoring designs. The user study results show that for visual monitoring tasks, our e-Fovea design with steerable focus is significantly faster than existing approaches and preferred by users. We then present our design and implementation of e-Fovea, which combines both multi-resolution camera input and multi-resolution steerable projector output. Finally, we present our deployment of e-Fovea in three installations to demonstrate its feasibility.

Original languageEnglish
Article number5986718
Pages (from-to)1256-1268
Number of pages13
JournalIEEE Transactions on Multimedia
Volume13
Issue number6
DOIs
StatePublished - 1 Dec 2011

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