People counting is a challenging task with many applications. We propose a method with a fixed stereo camera that is based on projecting a template onto the depth image. The method was tested on a challenging outdoor dataset with good results and runs in real time.
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This method paper presents a template solution for text mining of scientific literature using the R tm package. Literature to be analyzed can be collected manually or automatically using the code provided with this paper. Once the literature is collected, the three steps for conducting text mining can be performed as outlined below:• loading and cleaning of text from articles,• processing, statistical analysis, and clustering, and• presentation of results using generalized and tailor-made visualizations.The text mining steps can be applied to a single, multiple, or time series groups of documents.References are provided to three published peer reviewed articles that use the presented text mining methodology. The main advantages of our method are: (1) Its suitability for both research and educational purposes, (2) Compliance with the Findable Accessible Interoperable and Reproducible (FAIR) principles, and (3) code and example data are made available on GitHub under the open-source Apache V2 license.
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Design academics struggle in effectively reaching out to design practice, while design practitioners have difficulties in appropriating academic output. In their turn, design practitioners create new local knowledge that may not be recognised (as such) by design academics. This situation is seen as suboptimal and problematised as the research-practice gap. This paper addresses how knowledge exchange between design research and practice can be understood and improved. We therefore introduce and investigate a social co-design case study which bridged the gap between research and practice and which shows how knowledge development within academia, professional design practice, and non-professional design practice are interwoven. We analyse the case through an alternative template analysis incorporating four perspectives on ‘the gap’: abstraction, communication, alignment of knowledge needs, supporting local knowledge production. We compare and interrelate these four perspectives. This refines our theoretical understanding of the research-practice gap and provides implications and actionable insights about practitioner-centred knowledge production for design academics who want to contribute to design practice.
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