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Applications of Visual Attention in Image Processing, Computer Vision, and Graphics

Applications of Visual Attention in Image Processing, Computer Vision, and Graphics

Rajarshi Pal
Copyright: © 2016 |Pages: 24
ISBN13: 9781466687233|ISBN10: 1466687231|EISBN13: 9781466687240
DOI: 10.4018/978-1-4666-8723-3.ch002
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MLA

Pal, Rajarshi. "Applications of Visual Attention in Image Processing, Computer Vision, and Graphics." Innovative Research in Attention Modeling and Computer Vision Applications, edited by Rajarshi Pal, IGI Global, 2016, pp. 45-68. https://doi.org/10.4018/978-1-4666-8723-3.ch002

APA

Pal, R. (2016). Applications of Visual Attention in Image Processing, Computer Vision, and Graphics. In R. Pal (Ed.), Innovative Research in Attention Modeling and Computer Vision Applications (pp. 45-68). IGI Global. https://doi.org/10.4018/978-1-4666-8723-3.ch002

Chicago

Pal, Rajarshi. "Applications of Visual Attention in Image Processing, Computer Vision, and Graphics." In Innovative Research in Attention Modeling and Computer Vision Applications, edited by Rajarshi Pal, 45-68. Hershey, PA: IGI Global, 2016. https://doi.org/10.4018/978-1-4666-8723-3.ch002

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Abstract

Selective visual attention is an amazing capability of primate visual system to restrict the focus to few interesting objects (or portions) in a scene. Thus, primates are able to pay attention to the required visual content amidst myriads of other visual information. It enables them to interact with the external environment in real time through reduction of computational load in their brain. This inspires image and computer vision scientists to derive computational models of visual attention and to use them in varieties of applications in real-life, mainly to speed up the processing through reduction of computational burden which often characterizes image processing and vision tasks. This chapter discusses a wide variety of such applications of visual attention models in image processing, computer vision and graphics.

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