DocumentCode :
727452
Title :
Analysis of text layout quality using wearable eye trackers
Author :
Mozafari Chanijani, Seyyed Saleh ; Bukhari, Syed Saqib ; Dengel, Andreas
Author_Institution :
German Res. Center for Artidicial Intell., DFKI GmbH, Germany
fYear :
2015
fDate :
June 29 2015-July 3 2015
Firstpage :
1
Lastpage :
6
Abstract :
How would considering the aesthetics of text layout, particularly line spacing with the Golden Ratio (GR) parameter, influence the ease of reading and retention? To answer this question we introduced a novel method by employing a wearable eye tracker instead of a table-mounted eye tracker. Because of their lower price, portability, and growing market, as well as convenience to setup, such head-mounted devices are suitable use for ubiquitous reading behavior analysis. For mapping gaze information from captured video scenes to the original document, we adopted the Locally Likely Arrangement Hashing (LLAH) method for robust document retrieval. In our experimental system, participants read digital documents from the screen with and without the aesthetic GR parameter. Then, gaze data captured by the eye tracker´s embedded camera is mapped to the corresponding original document. Finally, our gaze analysis system extracts the intended information for statistical evaluation. Regarding to the results, significant differences in reading performance were found in the documents with and without the GR aesthetic parameter for line spacing.
Keywords :
document image processing; gaze tracking; information retrieval; text analysis; LLAH method; aesthetic GR parameter; captured video scenes; gaze analysis system; gaze information mapping; golden ratio parameter; head-mounted devices; line spacing; locally likely arrangement hashing; robust document retrieval; text layout quality; ubiquitous reading behavior analysis; wearable eye trackers; Cameras; Data mining; Databases; Feature extraction; Gaze tracking; Layout; Robustness; LLAH; line spacing; reading performance; text layout; the Golden Ratio; wearable eye tracker;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on
Conference_Location :
Turin
Type :
conf
DOI :
10.1109/ICMEW.2015.7169792
Filename :
7169792
Link To Document :
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