Name
Abstract | ||
|---|---|---|
The analysis of visual scanpaths, i.e., series of fixations and saccades, in complex dynamic scenarios is highly challenging and usually performed manually. We propose SubsMatch, a scanpath comparison algorithm for dynamic, interactive scenarios based on the frequency of repeated gaze patterns. Instead of measuring the gaze duration towards a semantic target object (which would be hard to label in dynamic scenes), we examine the frequency of attention shifts and exploratory eye movements. SubsMatch was evaluated on highly dynamic data from a driving experiment to identify differences between scanpaths of subjects who failed a driving test and subjects who passed. |
Year | DOI | Venue |
|---|---|---|
2014 | 10.1145/2578153.2578206 | ETRA |
Keywords | Field | DocType |
driving experiment,dynamic data,scanpath similarity,dynamic scene,interactive scenario,complex dynamic scenario,scanpath comparison algorithm,visual scanpaths,attention shift,subsequence frequency,exploratory eye movement,driving test | Computer vision,Fixation (psychology),Gaze,Simulation,Computer science,Dynamic data,Eye movement,Artificial intelligence,Subsequence,Driving test | Conference |
Citations | PageRank | References |
10 | 0.57 | 9 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Thomas C. Kübler | 1 | 124 | 12.57 |
| Enkelejda Kasneci | 2 | 202 | 33.86 |
| Wolfgang Rosenstiel | 3 | 1462 | 212.32 |