Matches in SemOpenAlex for { <https://semopenalex.org/work/W2971718781> ?p ?o ?g. }
- W2971718781 abstract "For complex segmentation tasks, the achievable accuracy of fully automated systems is inherently limited. Specifically, when a precise segmentation result is desired for a small amount of given data sets, semi-automatic methods exhibit a clear benefit for the user. The optimization of human computer interaction (HCI) is an essential part of interactive image segmentation. Nevertheless, publications introducing novel interactive segmentation systems (ISS) often lack an objective comparison of HCI aspects. It is demonstrated, that even when the underlying segmentation algorithm is the same throughout interactive prototypes, their user experience may vary substantially. As a result, users prefer simple interfaces as well as a considerable degree of freedom to control each iterative step of the segmentation. In this article, an objective method for the comparison of ISS is proposed, based on extensive user studies. A summative qualitative content analysis is conducted via abstraction of visual and verbal feedback given by the participants. A direct assessment of the segmentation system is executed by the users via the system usability scale (SUS) and AttrakDiff-2 questionnaires. Furthermore, an approximation of the findings regarding usability aspects in those studies is introduced, conducted solely from the system-measurable user actions during their usage of interactive segmentation prototypes. The prediction of all questionnaire results has an average relative error of 8.9%, which is close to the expected precision of the questionnaire results themselves. This automated evaluation scheme may significantly reduce the resources necessary to investigate each variation of a prototype's user interface (UI) features and segmentation methodologies." @default.
- W2971718781 created "2019-09-12" @default.
- W2971718781 creator A5013127739 @default.
- W2971718781 creator A5028012954 @default.
- W2971718781 creator A5031797939 @default.
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- W2971718781 creator A5062725308 @default.
- W2971718781 creator A5066068003 @default.
- W2971718781 creator A5090129990 @default.
- W2971718781 date "2019-09-01" @default.
- W2971718781 modified "2023-09-27" @default.
- W2971718781 title "A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems" @default.
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