Leveraging the Potency of CNN for Efficient Assessment of Visual Complexity of Images

2019 ◽  
Author(s):  
Mohamed A. Abdelwahab ◽  
Abdullah M. Iliyasu ◽  
Ahmed S. Salama
Keyword(s):  
Visual Complexity

Perception studies of the visual complexity of Jackson Pollock's dripped fractals

2003 ◽  
Author(s):  
Richard Taylor ◽  
Branka Spehar ◽  
Colin Clifford ◽  
Ben Newell
Keyword(s):  
Visual Complexity

Vection and visual complexity in an optokinetic drum

2001 ◽  
Author(s):  
Andrea Bubka ◽  
Frederick Bonato
Keyword(s):  
Visual Complexity

scholarly journals Curious Objects: How Visual Complexity Guides Attention and Engagement

2021 ◽  
Vol 45 (4) ◽  
Author(s):  
Zekun Sun ◽  
Chaz Firestone
Keyword(s):  
Visual Complexity

scholarly journals Effects of Visual Complexity Levels and Information Decluttering Methods for Cockpit Displays on Human Search Performance

2019 ◽  
Vol 63 (1) ◽  
pp. 96-100
Author(s):  
Sung Ho Kim ◽  
Ji Hwan Lee ◽  
Donggun Park ◽  
Yushin Lee ◽  
Myung Hwan Yun
Keyword(s):  
Situation Awareness ◽  
Human Error ◽  
Visual Complexity ◽  
Search Time ◽  
Human Perception ◽  
Search Performance ◽  
Design Variables ◽  
Cockpit Displays ◽  
Main Effect ◽  
Speed And Accuracy

Clutter problem of modern cockpit displays can occur frequently due to a large amount of information. So, decluttering less important information is required to minimize search time to find target information and prevent human error in interpreting display information. This study is to compare human search performance by visual complexity levels and decluttering methods of cockpit displays. Visual complexity of cockpit displays was designed to be three levels (High, medium, and low) by combining four design variables (number of stimuli, number of colors, number of icons, and variance of divisions) affecting visual complexity. A threat scoring equation was developed to determine what information to be decluttered and four decluttering methods (removal, dimming, dotting, and small sizing) were used to figure out how to declutter the information effectively. Human search performance was measured through search time of visual search task in terms of speed and number of hits of signal detection task in terms of accuracy. The main effect of visual complexity levels and the interaction effect were not significant in both search time and number of hits. Meanwhile, the main effect of decluttering methods was significant in search time. Especially, dotting was the most effective decluttering method in terms of speed and accuracy of human perception performance. The results of this study can be applied to information processing of cockpit displays and then contribute to improve pilot situation awareness.

Computerized measures of visual complexity

2015 ◽  
Vol 160 ◽  
pp. 43-57 ◽  
Author(s):  
Penousal Machado ◽  
Juan Romero ◽  
Marcos Nadal ◽  
Antonino Santos ◽  
João Correia ◽  
...  
Keyword(s):  
Visual Complexity ◽  
Computerized Measures
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