2022
DOI: 10.3390/math10132292
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OL-JCMSR: A Joint Coding Monitoring Strategy Recommendation Model Based on Operation Log

Abstract: A surveillance system with more than hundreds of cameras and much fewer monitors strongly relies on manual scheduling and inspections from monitoring personnel. A monitoring method which improves the surveillance performance by analyzing and learning from a large amount of manual operation logs is proposed in this paper. Compared to fixed rules or existing computer-vision methods, the proposed method can more effectively learn from the operators’ behaviors and incorporate their intentions into the monitoring s… Show more

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“…Although there are solutions for data-driven optimisation of industrial HMIs [9], systems containing parallel and overlapping processes require a more sophisticated method. Operator behaviour models were explored from the operation log [11] or based on semi-Markovian models [12]. The mentioned techniques are essential for developing an adaptive and interactive HMI, but are insufficient on their own.…”
Section: Introductionmentioning
confidence: 99%
“…Although there are solutions for data-driven optimisation of industrial HMIs [9], systems containing parallel and overlapping processes require a more sophisticated method. Operator behaviour models were explored from the operation log [11] or based on semi-Markovian models [12]. The mentioned techniques are essential for developing an adaptive and interactive HMI, but are insufficient on their own.…”
Section: Introductionmentioning
confidence: 99%