Icomp: a Scanpath Comparison Tool
نویسنده
چکیده
Visual inspection permeates the lives of all humans. Important criteria for evaluating the efficiency of human visual inspection include measurements of performance, as indicated by the inspector’s speed and accuracy. These performance metrics effectively summarize general outcomes of the process of (visual) inspection. In contrast, eye movements captured during visual inspection provide visualization of the inspector’s process, and therefore provide an instance of process metrics. Important eye movement related process measures include fixation durations, locations, and orderings. The utility of process metrics relies on their relation to, or explanation of performance. Previous eye tracking studies have relied solely on performance metrics to evaluate the differences in inspection strategies between experts and novices. We developed iComp, a visual tool that implements the unique feature of direct quantitative scanpath comparison (in loci and sequence), to provide a means for computation of an effective process measure for future expert/novice studies.
منابع مشابه
Evaluation of the User Strategy on 2d and 3d City Maps Based on Novel Scanpath Comparison Method and Graph Visualization
The paper is dealing with scanpath comparison of eye-tracking data recorded during case study focused on the evaluation of 2D and 3D city maps. The experiment contained screenshots from three map portals. Two types of maps were used standard map and 3D visualization. Respondents’ task was to find particular point symbol on the map as fast as possible. Scanpath comparison is one group of the eye...
متن کاملDetection of Object Salient Features Based on the Observer Scanpath Analysis
In this paper the applied methods and obtained results of scanpath analysis are presented. The volunteers’ goal was to recognize handwritten digits gradually appearing from the background. Two parameters: the focus time and the eye returns count have been used to salient features detection. The paper presents the scanpath processing algorithm identifying the focus attention regions and detectin...
متن کاملAn evaluation of scanpath-comparison and machine-learning classification
6 In recent years eye-tracking has begun to be used to study the dynamics of analogy making. There are numerous 7 scanpath-comparison algorithms and machine-learning techniques that can be applied to the raw eye-tracking 8 data. We show how scanpath-comparison algorithms, combined with multidimensional scaling and a 9 classification algorithm, can be used to resolve an outstanding question in a...
متن کاملAn evaluation of scanpath-comparison and machine-learning classification algorithms used to study the dynamics of analogy making.
In recent years, eyetracking has begun to be used to study the dynamics of analogy making. Numerous scanpath-comparison algorithms and machine-learning techniques are available that can be applied to the raw eyetracking data. We show how scanpath-comparison algorithms, combined with multidimensional scaling and a classification algorithm, can be used to resolve an outstanding question in analog...
متن کاملEvent - Driven Similarity and Classification of Scanpaths
Eye tracking experiments often involve recording the pattern of deployment of visual attention over the stimulus as viewers perform a given task (e.g., visual search). It is useful in training applications, for example, to make available an expert’s sequence of eye movements, or scanpath, to novices for their inspection and subsequent learning. It may also be potentially useful to be able to as...
متن کامل