Title :
The Target Quick Searching Strategy Based on Visual Attention
Author :
Wang, Hui ; Liu, Gang ; Dang, Yuanyuan
Author_Institution :
Coll. of Comput. Sci. & Eng., Changchun Univ. of Technol., Changchun, China
Abstract :
A target quick searching strategy based on visual attention under the known formal context is proposed in paper. It can improve the efficiency of target searching with the computer algorithm of visual attention. The merit of our paper is the improvement of visual attention top-down guiding algorithm. The total visual attention process is divided into the process of visual information extraction and visual attention guiding in paper. The algorithm of visual attention guiding layer is designed. It can find the key feature of the target based on the calculation among the feature information of all objects in formal context of current task to guide the formation of bottom-up saliency map, and it can improve the efficiency of target searching further.
Keywords :
feature extraction; information retrieval; bottom-up saliency map; formal context; target quick searching strategy; target searching efficiency improvement; total visual attention process; visual attention computer algorithm; visual attention guiding layer design; visual attention guiding process; visual attention top-down guiding algorithm; visual information extraction process; Context; Data mining; Feature extraction; Image color analysis; Search problems; Shape; Visualization; saliency map; target searching; top-down guiding; visual attention;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.442