Enhancing Kitchen Activity Recognition: A Benchmark Study of the Rostock KTA Dataset
Samaneh Zolfaghari,
Teodor Stoev,
Kristina Yordanova
Abstract:With the global population aging, the demand for technologies facilitating independent living, especially for those with cognitive impairments, is increasing. This paper addresses this need by conducting a comprehensive evaluation of the Rostock Kitchen Task Assessment dataset, a pivotal resource in kitchen task activity recognition. Our study begins with an in-depth introduction, emphasizing the increasing prevalence of neurodegenerative disorders and the crucial role of assistive technologies. Our contributi… Show more
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