DocumentCode
3449799
Title
Analysis and realization of saliency map based on visual attention mechanism
Author
Yaqi Hu ; Fang Meng
Author_Institution
Inf. Eng. Sch., Commun. Univ. of China, Beijing, China
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
415
Lastpage
419
Abstract
In the field of digital image processing, the introduction of visual attention mechanism is of great significance to the efficiency improving in image analysis. This paper at first briefly introduces the concept of visual attention mechanism. After that, it analyzes and implements an algorithm and demonstrates its reliability and effectiveness by a large number of experiments. At last, the paper focuses on discussing the improvement methods of the algorithm, and then proposing application prospects of saliency maps such as image compression, website construction and evaluation of image quality.
Keywords
image coding; Website construction; digital image processing; image analysis; image compression; image quality; visual attention mechanism; Algorithm design and analysis; Feature extraction; Humans; Image coding; Image color analysis; Image resolution; Visualization; difference pyramid; feature component; saliency map; visual attention mechanism;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2012 5th International Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-0965-3
Type
conf
DOI
10.1109/CISP.2012.6470028
Filename
6470028
Link To Document